{
  "data": {
    "a": {
      "slug": "gojiberry",
      "name": "Gojiberry",
      "vendor": "SUPERFRUITS SAS (Gojiberry AI)",
      "vendorUrl": "https://gojiberry.ai",
      "kind": "http-api",
      "category": "lead-data",
      "summary": "Gojiberry is a hosted sales tool from SUPERFRUITS SAS in Paris that finds B2B leads from LinkedIn engagement and other intent signals, then runs LinkedIn and email outreach. Agents reach it through a REST API and a hosted MCP server.",
      "url": "https://www.anchorterminal.com/tools/gojiberry",
      "markdownUrl": "https://www.anchorterminal.com/tools/gojiberry.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/gojiberry.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/gojiberry.json",
      "dns": "gojiberry.grade.anchorterminal.com",
      "license": "Proprietary service under Gojiberry's General Terms",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://ext.gojiberry.ai",
      "packages": [],
      "auth": "mixed",
      "authNotes": "Bearer API key in the `Authorization` header for the REST API at https://ext.gojiberry.ai. A person creates the key in the app under Settings, API, and it is shown once. Keys have no scopes. Deleting a key cuts its access at once. A key that belongs to an organisation owner can act as any member by adding `x-impersonate-user-id`. The MCP server at https://mcp.gojiberry.ai/mcp signs the user in to Gojiberry and approves the client, then creates a key named after the client app, per the developer docs. Its OAuth metadata lists the authorisation code grant with PKCE, a registration endpoint and scopes `mcp:tools` and `claudeai`.",
      "pricing": "paid",
      "pricingNotes": "Pro is $99 a month and includes 2 agents, 2 LinkedIn seats, 200 credits a month and API and MCP access. A further outreach agent is $59 a month and a further lead source $29. Custom plans go through sales. A free trial exists, and the help centre says the subscription starts on the saved payment method when it ends. We didn't find the trial length or a dollar price for credit packs (checked 2026-10-08).",
      "priceSummary": "$99 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the OpenAPI file, the help centre or the pricing section (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://dev.gojiberry.ai",
      "llmsTxt": "https://dev.gojiberry.ai/llms.txt",
      "openapi": "https://dev.gojiberry.ai/openapi.json",
      "capabilities": [
        "lead.search",
        "lead.enrichment",
        "email.finder",
        "data.company"
      ],
      "tags": [
        "hosted",
        "paid",
        "mcp",
        "openapi",
        "api-key",
        "webhooks",
        "linkedin",
        "outreach",
        "intent-signals",
        "closed-source",
        "status-page",
        "eu-hosted",
        "llms-txt"
      ],
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 48.2,
        "grade": "D",
        "agentReady": false,
        "rank": 1119,
        "ranked": true,
        "rankOf": 1486,
        "categoryRank": 18,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 55,
          "maintenance": 20,
          "payments": 10,
          "reliability": 70,
          "schema": 71,
          "security": 31,
          "transparency": 61
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-04"
        },
        "negative": 0,
        "verdict": "A public OpenAPI file with 56 operations linked from the developer docs' llms.txt, a free masked lead search and published limits of 100 requests a minute with Retry-After make the API easy to plan against. Keys have no scopes, an owner's key can act as any member, and writes can start LinkedIn and email outreach from connected accounts.",
        "bestFor": "A founder or small sales team that wants an agent to pull scored, signal-based B2B leads and run LinkedIn and email outreach from one paid workspace.",
        "strengths": [
          "Public OpenAPI 3.0 file with 56 operations, linked from the llms.txt of the developer docs at dev.gojiberry.ai",
          "Lead and company search is free and returns masked rows. Revealing a full record costs 0.5 credit",
          "Failed email and phone enrichments consume no credit, and async enrichment routes return at once for polling",
          "Limits published at 100 requests a minute and 100,000 a day per account, with 429 and a `Retry-After` header",
          "Sub-processor list names nine vendors with processing locations, and primary hosting is AWS eu-west-3 in Paris"
        ],
        "weaknesses": [
          "API keys carry no scopes or read-only mode, and an organisation owner's key can act as any member through `x-impersonate-user-id`",
          "Leads come from LinkedIn engagement such as likes and comments, and Gojiberry's terms leave compliance with third-party platform terms and any account restrictions to the customer",
          "No changelog, deprecation policy, SLA, security.txt, disclosure policy or certification was found",
          "No official SDKs, and the MCP tool schemas aren't published. The developer docs list 51 tool names by area",
          "The trial converts to $99 a month on a saved payment method, and the terms forbid account creation by bots"
        ],
        "agentNotes": [
          "Connect MCP clients to https://mcp.gojiberry.ai/mcp and sign in to Gojiberry. Custom clients must send a `User-Agent` header or get a 403",
          "Create resources in the order list, source agent, campaign. A source agent with no campaign only finds leads",
          "Adding a contact to a list enrols it in the linked campaign, which sends LinkedIn or email messages. Ask the user before list writes",
          "Search with POST /v1/directory/leads/search for free, then reveal only the ids you need at 0.5 credit each",
          "On a 429, wait for the `Retry-After` seconds before retrying. Limits are shared by every key and MCP connection of the account"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "D",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 48.2
          }
        ],
        "editorialScores": {
          "ergonomics": 55,
          "maintenance": 20,
          "payments": 10,
          "reliability": 70,
          "schema": 71,
          "security": 31,
          "transparency": 55
        },
        "provenanceScore": 67,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-04",
            "maintenance": "2026-11-04",
            "payments": "2026-11-04",
            "reliability": "2026-11-04",
            "schema": "2026-11-04",
            "security": "2026-11-04",
            "transparency": "2026-11-04"
          },
          "last": "2026-11-04",
          "lastMoved": "2026-11-04",
          "oldest": "2026-11-04",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "http": "curl -H \"Authorization: Bearer YOUR_API_KEY\" https://ext.gojiberry.ai/v1/contact",
        "claudeCode": "claude mcp add --transport http gojiberry https://mcp.gojiberry.ai/mcp"
      },
      "letme": {
        "capability": "https://letme.dev/lead.search",
        "tool": "https://letme.dev/gojiberry"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Pro, 2 agents, 2 LinkedIn seats, 200 credits",
          "unit": "month",
          "usd": 99
        },
        {
          "item": "Additional AI Outreach Agent",
          "unit": "month",
          "usd": 59
        },
        {
          "item": "Additional lead source",
          "unit": "month",
          "usd": 29
        }
      ],
      "provenance": {
        "legalEntity": "SUPERFRUITS SAS",
        "domain": "gojiberry.ai",
        "domainRegistered": "2025-02-21",
        "endpointOnVendorDomain": true,
        "terms": "https://gojiberry.ai/general-terms",
        "privacy": "https://gojiberry.ai/privacy-policy",
        "statusPage": "https://status.gojiberry.ai",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-10-08",
        "notes": [
          "The General Terms (last updated 14 October 2025) and the legal notice name SUPERFRUITS, a French SAS at 60 rue François 1er, 75008 Paris, company number 988 586 111 R.C.S. Paris.",
          "RDAP for gojiberry.ai gives a registration date of 2025-02-21.",
          "gojiberry.ai/.well-known/security.txt and mcp.gojiberry.ai/.well-known/security.txt return 404. app.gojiberry.ai answers that path with the web app's HTML.",
          "gojiberry.ai/changelog returns 404, and we found no changelog in the help centre or the site map.",
          "The REST API answers at ext.gojiberry.ai and the MCP server at mcp.gojiberry.ai, both gojiberry.ai subdomains."
        ],
        "score": 67
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/gojiberry.json",
      "live": {
        "slug": "gojiberry",
        "probe": {
          "target": "https://ext.gojiberry.ai",
          "method": "get",
          "lastAt": "2026-11-07T18:20:27.457311725Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 51,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 57,
          "p95ms24h": 143,
          "samples24h": 239,
          "samples30d": 7463,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 93,
              "ok": 93
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-14",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-15",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-16",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-17",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-18",
              "probes": 256,
              "ok": 256
            },
            {
              "date": "2026-10-19",
              "probes": 255,
              "ok": 255
            },
            {
              "date": "2026-10-20",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-21",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-22",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-23",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-24",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-10-25",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-26",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-27",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-28",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-10-29",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-30",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-31",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-11-01",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-11-02",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-11-03",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-11-04",
              "probes": 246,
              "ok": 246
            },
            {
              "date": "2026-11-05",
              "probes": 185,
              "ok": 185
            },
            {
              "date": "2026-11-06",
              "probes": 241,
              "ok": 241
            },
            {
              "date": "2026-11-07",
              "probes": 187,
              "ok": 187
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.gojiberry.ai",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-11-07T04:47:51.135286527Z"
        },
        "securityTxt": {
          "url": "https://gojiberry.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T15:59:51.523495306Z"
        },
        "llmsTxt": {
          "url": "https://dev.gojiberry.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-11-07T15:32:37.17601519Z"
        },
        "domain": {
          "domain": "gojiberry.ai",
          "registered": "2025-02-21",
          "source": "https://rdap.identitydigital.services/rdap/domain/gojiberry.ai",
          "checkedAt": "2026-11-01T14:10:12.147204892Z"
        },
        "pages": [
          {
            "url": "https://gojiberry.ai/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-11-07T14:10:33.052012049Z",
            "changedAt": "2026-11-05T12:34:04.988147759Z",
            "fingerprint": "87362da9f89c"
          },
          {
            "url": "https://gojiberry.ai/general-terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-11-07T14:10:30.800063927Z",
            "changedAt": "2026-11-05T12:34:02.842637698Z",
            "fingerprint": "d549e42c6ebc"
          }
        ],
        "mcpTools": {
          "url": "https://mcp.gojiberry.ai/mcp",
          "checkedAt": "2026-11-07T01:45:14.114792651Z",
          "status": "auth",
          "note": "asks for credentials before listing its tools",
          "changedAt": "2026-11-07T01:45:14.114792651Z"
        },
        "updatedAt": "2026-11-07T18:20:27.457311725Z"
      }
    },
    "answer": "ZeroBounce scores 62.4 (B) on agent readiness against Gojiberry's 48.2 (D), and leads in 6 of 7 scored categories. Gojiberry leads on schema \u0026 documentation.",
    "b": {
      "slug": "zerobounce",
      "name": "ZeroBounce",
      "vendor": "Hertza L.L.C. (ZeroBounce)",
      "vendorUrl": "https://www.zerobounce.net",
      "kind": "http-api",
      "category": "lead-data",
      "summary": "ZeroBounce is an email verification API from Hertza L.L.C. that checks single addresses and lists for deliverability, with status and sub-status codes, plus AI scoring, email finder, domain search and activity data, and an open-source MCP server.",
      "url": "https://www.anchorterminal.com/tools/zerobounce",
      "markdownUrl": "https://www.anchorterminal.com/tools/zerobounce.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/zerobounce.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/zerobounce.json",
      "dns": "zerobounce.grade.anchorterminal.com",
      "repo": "https://github.com/zerobounce",
      "license": "Proprietary service under ZeroBounce's terms of use; SDKs and the MCP server are open source",
      "transports": [
        "http",
        "stdio"
      ],
      "remoteUrl": "https://api.zerobounce.net/v2",
      "packages": [
        {
          "registry": "npm",
          "name": "@zerobounce/zero-bounce-sdk"
        }
      ],
      "auth": "api-key",
      "authNotes": "API key from the dashboard, sent as the `api_key` query parameter in the documented calls. Several keys per account besides a Master key; keys can be named, switched off, regenerated, deleted and limited to whitelisted IPs or ranges. No endpoint scopes found.",
      "pricing": "usage",
      "pricingNotes": "Pay as you go from $39 for 2,000 validations, one credit per email, 20 per successful Email Finder query, nothing for unknown results. ZeroBounce ONE from $99 a month, minimum 10,000 credits. Freemium of 100 validations a month for business or premium domains. Credits bought after 1 June 2026 expire two years after the last purchase (https://www.zerobounce.net/pricing, https://www.zerobounce.net/terms-of-use, checked 2026-11-06).",
      "priceSummary": "$0.0195 / call",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, pricing or MCP page (checked 2026-11-06).",
        "endpoints": []
      },
      "toolCount": 0,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-11-06"
      },
      "docsUrl": "https://www.zerobounce.net/docs/",
      "llmsTxt": "https://www.zerobounce.net/llms.txt",
      "capabilities": [
        "email.verification",
        "email.finder",
        "lead.enrichment"
      ],
      "tags": [
        "hosted",
        "mcp",
        "status-page",
        "soc2",
        "iso27001",
        "free-tier",
        "usage-based",
        "typescript",
        "eu-region",
        "closed-source"
      ],
      "lastRelease": "2026-10-25",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 62.4,
        "grade": "B",
        "agentReady": false,
        "rank": 559,
        "ranked": true,
        "rankOf": 1486,
        "categoryRank": 4,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 69,
          "maintenance": 70,
          "payments": 35,
          "reliability": 75,
          "schema": 54,
          "security": 65,
          "transparency": 63
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-06"
        },
        "negative": 0,
        "verdict": "ZeroBounce's v2 API verifies emails with detailed status and sub-status codes, publishes per-endpoint limits, a Statuspage with short incidents only in the last 90 days, SOC 2 Type 2 and ISO 27001, and $0.0195 per email at the smallest pack. The documented key travels in the query string, and there is no OpenAPI contract.",
        "bestFor": "Email verification before outreach, the verification-first listing in lead-data.",
        "strengths": [
          "Status and sub-status codes per address, and unknown results don't use credits",
          "Statuspage with API, API-US, API-EU and Bulk API components; three short incidents in the 90 days to 6 November 2026",
          "Rate limits published per endpoint group, with the block length for each",
          "SOC 2 Type 2, ISO/IEC 27001:2022, Intigriti testing and a published sub-processor list",
          "Freemium of 100 validations a month for business domains, and pay-as-you-go from $39 for 2,000"
        ],
        "weaknesses": [
          "Every documented example sends the key as an `api_key` query parameter",
          "No OpenAPI or other machine-readable contract; a Postman collection only",
          "Going over a limit blocks the key for a minute to a day, with no Retry-After documented",
          "llms.txt lists marketing pages, not the API docs",
          "Keys can be IP-whitelisted but not scoped to endpoints"
        ],
        "agentNotes": [
          "Use the regional host (api-us or api-eu) that matches the data, and test with the sandbox addresses, which spend no credits",
          "Set `timeout` (3 to 60 seconds); slow mail servers return unknown, which is free to retry later",
          "Stay under 80,000 validations per 10 seconds and avoid repeated bad requests, which block the key for an hour",
          "Use the bulk file API for large lists instead of looping on /v2/validate",
          "Keep the key out of logs; the API takes it only as `api_key` in the URL"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 62.4
          }
        ],
        "editorialScores": {
          "ergonomics": 69,
          "maintenance": 70,
          "payments": 35,
          "reliability": 75,
          "schema": 54,
          "security": 65,
          "transparency": 59
        },
        "provenanceScore": 67,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-06",
            "maintenance": "2026-11-06",
            "payments": "2026-11-06",
            "reliability": "2026-11-06",
            "schema": "2026-11-06",
            "security": "2026-11-06",
            "transparency": "2026-11-06"
          },
          "last": "2026-11-06",
          "oldest": "2026-11-06",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "http": "curl \"https://api.zerobounce.net/v2/validate?api_key=$ZEROBOUNCE_API_KEY\u0026email=valid@example.com\""
      },
      "letme": {
        "capability": "https://letme.dev/email.verification",
        "tool": "https://letme.dev/zerobounce"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Email validation, smallest pay-as-you-go pack",
          "unit": "call",
          "usd": 0.0195,
          "note": "$39 for 2,000 validations"
        },
        {
          "item": "ZeroBounce ONE",
          "unit": "month",
          "usd": 99,
          "note": "From $99 a month"
        }
      ],
      "provenance": {
        "legalEntity": "Hertza L.L.C.",
        "domain": "zerobounce.net",
        "domainRegistered": "",
        "endpointOnVendorDomain": true,
        "terms": "https://www.zerobounce.net/terms-of-use",
        "privacy": "https://www.zerobounce.net/privacy-policy",
        "statusPage": "https://status.zerobounce.net",
        "changelog": "",
        "securityTxt": "unknown",
        "checked": "2026-11-06",
        "notes": [
          "Terms of use name Hertza L.L.C., doing business as ZeroBounce, a Nevada LLC, under Nevada law; the terms take effect on the date accepted. Privacy policy last updated 30 June 2026.",
          "www.zerobounce.net/robots.txt allows all and names ClaudeBot as allowed. status.zerobounce.net disallows /api/ and /embed/; its history was read from history.rss.",
          "No public changelog for the API was found.",
          "security.txt was not checked."
        ],
        "score": 67
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/zerobounce.json",
      "live": {
        "slug": "zerobounce",
        "probe": {
          "target": "https://api.zerobounce.net/v2",
          "method": "get",
          "lastAt": "2026-11-07T18:21:07.244618017Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 126,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 69,
          "p95ms24h": 170,
          "samples24h": 200,
          "samples30d": 200,
          "days": [
            {
              "date": "2026-11-06",
              "probes": 13,
              "ok": 13
            },
            {
              "date": "2026-11-07",
              "probes": 187,
              "ok": 187
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.zerobounce.net",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-11-07T18:22:13.130992469Z"
        },
        "versions": [
          {
            "registry": "npm",
            "name": "@zerobounce/zero-bounce-sdk",
            "version": "3.0.0",
            "seenAt": "2026-11-07T00:19:09.899173295Z"
          }
        ],
        "npmWeekly": 36734,
        "securityTxt": {
          "url": "https://zerobounce.net/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T15:59:52.305113224Z"
        },
        "llmsTxt": {
          "url": "https://www.zerobounce.net/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-11-07T15:34:27.000344109Z"
        },
        "pages": [
          {
            "url": "https://www.zerobounce.net/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-11-07T14:37:41.302855774Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "6cbf992fb3f3"
          },
          {
            "url": "https://www.zerobounce.net/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-11-07T14:37:45.799553831Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "6267cfec1592"
          },
          {
            "url": "https://www.zerobounce.net/terms-of-use",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-11-07T14:37:45.965675933Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "08727e5bbf09"
          }
        ],
        "updatedAt": "2026-11-07T18:22:13.130992469Z"
      }
    },
    "edges": [
      {
        "by": 50,
        "category": "maintenance",
        "leads": "zerobounce",
        "name": "Maintenance \u0026 community",
        "reasons": {
          "a": "No changelog or dated API release was found. The developer docs carry no dates, and their sitemap stamps record no change. The newest dated evidence is help-centre editing. The MCP article is dated 29 September 2026 and the API article 21 August 2026, so the partial credit for activity inside 90 days is kept (15 of 30). No dated releases to count (0). Live chat and hello@gojiberry.ai for support, not tested, and no public changelog (5 of 15). No readable registry page names the server and no official SDKs exist (0). Package health 5 to 0, an in-between value with no package behind it. 15 + 0 + 5 + 0 + 0 = 20.",
          "b": "Closed service. The JavaScript SDK 3.0.0 was published on 25 October 2026 (30). No API changelog; the dated changes found in 90 days are that release and status-page notices, fewer than three releases (10 of 20). Support by email and 24/7 chat per the docs, a public status page; replies not tested (10 of 15). Official SDKs in many languages and an MCP server (15). Package health not checked (5 of 10). 30+10+10+15+5 = 70."
        },
        "scores": {
          "a": 20,
          "b": 70
        }
      },
      {
        "by": 34,
        "category": "security",
        "leads": "zerobounce",
        "name": "Security \u0026 auth",
        "reasons": {
          "a": "Credential line 18 to 20. Bearer API keys created in the app and shown once, now with a documented way to revoke them (deleting a key in Settings, API cuts its access at once). No scopes, and an organisation owner's key can act as any member through `x-impersonate-user-id`. The MCP server signs users in with OAuth and creates a key named after the client app (20 of 30). No read-only mode on the API. The MCP page says tools that change data are flagged so clients can ask first, and warns that `send_unibox_message` and the deletes can't be undone, but the server enforces nothing (3 of 20). Results carry LinkedIn profile text and inbound messages, with no prompt-injection guidance found (2 of 15). Campaign and agent logs and team activity through the API, a credit usage history in the app, no per-key call log found (6 of 15). No security.txt (404 on 4 November), disclosure policy, bounty or certification found. The privacy policy states encryption in transit and at rest, which is none of the programme line's items, so the line is 0 (was 3, a value with no programme evidence behind it). 20 + 3 + 2 + 6 + 0 = 31.",
          "b": "Several named keys besides a Master key, regeneration, deactivation and IP whitelists (25), less 10 because the documented calls carry the key in the `api_key` query string (15 of 30). Validation only reads, though file and list endpoints can delete uploads (12 of 20). Results are structured status codes with little free text (10 of 15). API usage and dashboard statistics endpoints (10 of 15). SOC 2 Type 2, ISO/IEC 27001:2022, continuous testing with Intigriti and penetration testing with BitSentinel; no public disclosure policy found (18 of 20). 15+12+10+10+18 = 65."
        },
        "scores": {
          "a": 31,
          "b": 65
        }
      },
      {
        "by": 25,
        "category": "payments",
        "leads": "zerobounce",
        "name": "Payments \u0026 pricing",
        "reasons": {
          "a": "No x402, MPP or L402 (0). The Pro plan is public at $99 a month, and credit costs per action are published, but no dollar price per credit was found (10). There's a free trial, and the help centre says the subscription then starts on the saved payment method, so we read it as needing a card. We didn't open the signup form (0). A person signs up in a browser and the terms forbid account creation by bots (0). 0 + 10 + 0 + 0 = 10.",
          "b": "No x402, MPP or L402 (0). Per-credit prices public, from $39 for 2,000 validations (20). Freemium of 100 validations a month for business or premium domains; a card requirement isn't stated, and free webmail addresses don't qualify (15 of 20). A person signs up in a browser (0). 0+20+15+0 = 35."
        },
        "scores": {
          "a": 10,
          "b": 35
        }
      },
      {
        "by": 17,
        "category": "schema",
        "leads": "gojiberry",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "Gojiberry moved its developer docs to dev.gojiberry.ai (Mintlify), and ext.gojiberry.ai/documentation now redirects there. Public OpenAPI 3.0.0 file, version 1.0, with 56 operations on 45 paths, linked from the docs' llms.txt under OpenAPI Specs (25). llms.txt 0 to 10. dev.gojiberry.ai serves llms.txt and every page as Markdown. 47 of 56 operations carry a description, and many say when to use them, such as the async enrichment routes for MCP clients and free search before paid reveal (15 of 20). 25 enums, 23 required lists and 50 required parameters, but search results are untyped objects and only four length bounds appear (9 of 15). 73 examples and curl samples. Error responses are a status code and a sentence, none of the 53 error responses has a body schema (8 of 15). A /v1 path and version 1.0, with no changelog found (4 of 15). 25 + 10 + 15 + 9 + 8 + 4 = 71.",
          "b": "No OpenAPI or other machine-readable contract found; a Postman collection is linked (5 of 25). llms.txt lists marketing pages, and the docs have no Markdown twins (5 of 10). Endpoint pages explain timing, credits and when to use batch or file APIs (14 of 20). Parameter tables and listed status and sub-status values, including the ai_agent_mailbox sub-status added in July 2026 (10 of 15). Examples per endpoint, a sandbox and an error-code page (12 of 15). v2 paths, an API migration page and dated maintenance notices on the status page, with no API changelog (8 of 15). 5+5+14+10+12+8 = 54."
        },
        "scores": {
          "a": 71,
          "b": 54
        }
      },
      {
        "by": 14,
        "category": "ergonomics",
        "leads": "zerobounce",
        "name": "Agent ergonomics",
        "reasons": {
          "a": "On the API, search returns masked rows until revealed, but a Contact has 75 fields and no field selection (14 of 25). `page` and `limit` on lists, eleven filters on contacts and fifteen on lead search (17 of 20). Status codes are documented per operation, with 402 for credits, 409 and 422. Bodies are `{message, statusCode}` and there's no error catalogue (11 of 20). No idempotency keys. Search is deterministic, a deleted contact can't be created again, and failed enrichments cost nothing. The MCP page says tools that change data are flagged, which we couldn't read from the server (7 of 20). Few required parameters and stated defaults, no official SDKs (6 of 15). 14 + 17 + 11 + 7 + 6 = 55.",
          "b": "A compact JSON result per address, batch validation and a file API for lists (18 of 25). Little to paginate; file status and results by file id (10 of 20). Status and sub-status codes say why an address failed, and the error page explains 400, 404 and 429 (14 of 20). Unknown results are free and safe to retry; repeated validations are charged again (12 of 20). Many official SDK wrappers and an MCP server, with few required parameters (15). 18+10+14+12+15 = 69."
        },
        "scores": {
          "a": 55,
          "b": 69
        }
      },
      {
        "by": 5,
        "category": "reliability",
        "leads": "zerobounce",
        "name": "Reliability",
        "reasons": {
          "a": "Graded with the hosted lines. Status page at status.gojiberry.ai on Better Stack with two components, gojiberry.ai and api.gojiberry.ai, and 90-day bars. Neither names ext.gojiberry.ai or mcp.gojiberry.ai, the hosts an agent calls, so the page has no component for the product (15, was 20). Both show 100 per cent, and the incident history lists none for September, October or November 2026 (August per the 8 October check). The page has not been shown to post any incident, so 20 rather than a clean record (was 22, an in-between value; tldv, zamp). The quickstart and the OpenAPI file state 100 requests a minute and 100,000 a day per account, shared by all keys and MCP connections, with lower limits on some endpoints (15). 429 line 7 to 10. Requests over a limit now get `429 Too Many Requests` with a `Retry-After` header and the instruction to wait that long before retrying. No idempotency keys or safe-retry guidance for writes, so Retry-After alone (10). No SLA found, and the terms say the service is supplied as is (0). API version 1.0 with no beta label (10). 15 + 20 + 15 + 10 + 0 + 10 = 70.",
          "b": "Hosted lines. Statuspage at status.zerobounce.net with API, API-US, API-EU, Bulk API, website and Cloudflare components (20). The incident feed for 8 August to 6 November shows a 6-minute members platform disruption on 9 September, about 3 minutes of reduced EU API availability on 1 October, and a file upload issue on 26 October resolved within 6 minutes, all minor (20). Limits published per endpoint group with numbers and block lengths (15). 429 is documented with advice to throttle, but no Retry-After, and a block can last an hour or a day (10 of 15). No SLA found (0). Generally available (10). 20+20+15+10+0+10 = 75."
        },
        "scores": {
          "a": 70,
          "b": 75
        }
      }
    ],
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "SUPERFRUITS SAS (Gojiberry AI)",
        "b": "Hertza L.L.C. (ZeroBounce)",
        "name": "Vendor"
      },
      {
        "a": "https://ext.gojiberry.ai",
        "b": "https://api.zerobounce.net/v2",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP",
        "b": "HTTP, stdio",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Paid",
        "b": "Pay per use",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary service under Gojiberry's General Terms",
        "b": "Proprietary service under ZeroBounce's terms of use; SDKs and the MCP server are open source",
        "name": "Licence"
      },
      {
        "a": "none",
        "b": "0",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "none",
        "b": "2026-10-25",
        "name": "Last release"
      },
      {
        "a": "no date given",
        "b": "2026-05-05",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "2026-06-30",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Arbitration or class-action waiver"
      }
    ],
    "faq": [
      {
        "answer": "ZeroBounce scores 62.4 (B) on agent readiness against Gojiberry's 48.2 (D), and leads in 6 of 7 scored categories. Gojiberry leads on schema \u0026 documentation.",
        "question": "Which is better for AI agents, Gojiberry or ZeroBounce?"
      },
      {
        "answer": "Gojiberry takes an API key or an OAuth sign-in. ZeroBounce needs an API key.",
        "question": "Do Gojiberry and ZeroBounce need an API key?"
      },
      {
        "answer": "Yes. Gojiberry has a hosted endpoint at https://ext.gojiberry.ai and ZeroBounce at https://api.zerobounce.net/v2.",
        "question": "Can an agent call Gojiberry and ZeroBounce without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Schema \u0026 documentation, 71 against 54"
        ],
        "also": null,
        "goodFor": "A founder or small sales team that wants an agent to pull scored, signal-based B2B leads and run LinkedIn and email outreach from one paid workspace.",
        "slug": "gojiberry",
        "watchFor": "API keys carry no scopes or read-only mode, and an organisation owner's key can act as any member through `x-impersonate-user-id`"
      },
      {
        "aheadOn": [
          "Reliability, 75 against 70",
          "Agent ergonomics, 69 against 55",
          "Security \u0026 auth, 65 against 31",
          "Payments \u0026 pricing, 35 against 10",
          "Maintenance \u0026 community, 70 against 20"
        ],
        "also": [
          "Runs on your own machine"
        ],
        "goodFor": "Email verification before outreach, the verification-first listing in lead-data.",
        "slug": "zerobounce",
        "watchFor": "Every documented example sends the key as an `api_key` query parameter"
      }
    ],
    "history": {
      "gojiberry": [
        {
          "causes": [
            "product",
            "correction"
          ],
          "date": "2026-11-04",
          "delta": 0.2,
          "from": 48,
          "fromGrade": "D",
          "to": 48.2,
          "toGrade": "D"
        },
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-27",
          "delta": 0.1,
          "from": 47.9,
          "fromGrade": "D",
          "to": 48,
          "toGrade": "D"
        }
      ],
      "zerobounce": null
    },
    "job": {
      "capability": "lead.enrichment",
      "name": "Lead enrichment"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/apollo-vs-gojiberry.json",
        "title": "Apollo API + MCP vs Gojiberry",
        "url": "https://www.anchorterminal.com/compare/apollo-vs-gojiberry"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clay-vs-gojiberry.json",
        "title": "Clay vs Gojiberry",
        "url": "https://www.anchorterminal.com/compare/clay-vs-gojiberry"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coresignal-vs-gojiberry.json",
        "title": "Coresignal API + MCP vs Gojiberry",
        "url": "https://www.anchorterminal.com/compare/coresignal-vs-gojiberry"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crustdata-vs-gojiberry.json",
        "title": "Crustdata API + MCP vs Gojiberry",
        "url": "https://www.anchorterminal.com/compare/crustdata-vs-gojiberry"
      },
      {
        "json": "https://www.anchorterminal.com/compare/dievio-vs-gojiberry.json",
        "title": "Dievio vs Gojiberry",
        "url": "https://www.anchorterminal.com/compare/dievio-vs-gojiberry"
      },
      {
        "json": "https://www.anchorterminal.com/compare/enrich-layer-vs-gojiberry.json",
        "title": "Enrich Layer API + MCP vs Gojiberry",
        "url": "https://www.anchorterminal.com/compare/enrich-layer-vs-gojiberry"
      },
      {
        "json": "https://www.anchorterminal.com/compare/explorium-agentsource-vs-gojiberry.json",
        "title": "Explorium AgentSource vs Gojiberry",
        "url": "https://www.anchorterminal.com/compare/explorium-agentsource-vs-gojiberry"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fullenrich-vs-gojiberry.json",
        "title": "FullEnrich API + MCP vs Gojiberry",
        "url": "https://www.anchorterminal.com/compare/fullenrich-vs-gojiberry"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fuse-mcp-vs-gojiberry.json",
        "title": "Fuse MCP vs Gojiberry",
        "url": "https://www.anchorterminal.com/compare/fuse-mcp-vs-gojiberry"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gojiberry-vs-hunter.json",
        "title": "Gojiberry vs Hunter API + MCP",
        "url": "https://www.anchorterminal.com/compare/gojiberry-vs-hunter"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gojiberry-vs-leadmagic.json",
        "title": "Gojiberry vs LeadMagic API + MCP",
        "url": "https://www.anchorterminal.com/compare/gojiberry-vs-leadmagic"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gojiberry-vs-lusha.json",
        "title": "Gojiberry vs Lusha API + MCP",
        "url": "https://www.anchorterminal.com/compare/gojiberry-vs-lusha"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gojiberry-vs-people-data-labs.json",
        "title": "Gojiberry vs People Data Labs",
        "url": "https://www.anchorterminal.com/compare/gojiberry-vs-people-data-labs"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gojiberry-vs-prospeo.json",
        "title": "Gojiberry vs Prospeo API + MCP",
        "url": "https://www.anchorterminal.com/compare/gojiberry-vs-prospeo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gojiberry-vs-rocketreach.json",
        "title": "Gojiberry vs RocketReach API",
        "url": "https://www.anchorterminal.com/compare/gojiberry-vs-rocketreach"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gojiberry-vs-zoominfo.json",
        "title": "Gojiberry vs ZoomInfo API + MCP",
        "url": "https://www.anchorterminal.com/compare/gojiberry-vs-zoominfo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/apollo-vs-zerobounce.json",
        "title": "Apollo API + MCP vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/apollo-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clay-vs-zerobounce.json",
        "title": "Clay vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/clay-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clearbit-vs-gojiberry.json",
        "title": "Clearbit vs Gojiberry",
        "url": "https://www.anchorterminal.com/compare/clearbit-vs-gojiberry"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clearbit-vs-zerobounce.json",
        "title": "Clearbit vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/clearbit-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coresignal-vs-zerobounce.json",
        "title": "Coresignal API + MCP vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/coresignal-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crustdata-vs-zerobounce.json",
        "title": "Crustdata API + MCP vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/crustdata-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/databar-vs-gojiberry.json",
        "title": "Databar vs Gojiberry",
        "url": "https://www.anchorterminal.com/compare/databar-vs-gojiberry"
      },
      {
        "json": "https://www.anchorterminal.com/compare/databar-vs-zerobounce.json",
        "title": "Databar vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/databar-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/dievio-vs-zerobounce.json",
        "title": "Dievio vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/dievio-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/dropcontact-vs-gojiberry.json",
        "title": "Dropcontact API + MCP vs Gojiberry",
        "url": "https://www.anchorterminal.com/compare/dropcontact-vs-gojiberry"
      },
      {
        "json": "https://www.anchorterminal.com/compare/dropcontact-vs-zerobounce.json",
        "title": "Dropcontact API + MCP vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/dropcontact-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/enrich-layer-vs-zerobounce.json",
        "title": "Enrich Layer API + MCP vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/enrich-layer-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/explorium-agentsource-vs-zerobounce.json",
        "title": "Explorium AgentSource vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/explorium-agentsource-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fullcontact-vs-gojiberry.json",
        "title": "FullContact vs Gojiberry",
        "url": "https://www.anchorterminal.com/compare/fullcontact-vs-gojiberry"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fullcontact-vs-zerobounce.json",
        "title": "FullContact vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/fullcontact-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fullenrich-vs-zerobounce.json",
        "title": "FullEnrich API + MCP vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/fullenrich-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lusha-vs-zerobounce.json",
        "title": "Lusha API + MCP vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/lusha-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/people-data-labs-vs-zerobounce.json",
        "title": "People Data Labs vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/people-data-labs-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/prospeo-vs-zerobounce.json",
        "title": "Prospeo API + MCP vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/prospeo-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/zerobounce-vs-zoominfo.json",
        "title": "ZeroBounce vs ZoomInfo API + MCP",
        "url": "https://www.anchorterminal.com/compare/zerobounce-vs-zoominfo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hunter-vs-zerobounce.json",
        "title": "Hunter API + MCP vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/hunter-vs-zerobounce"
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      {
        "json": "https://www.anchorterminal.com/compare/fuse-mcp-vs-zerobounce.json",
        "title": "Fuse MCP vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/fuse-mcp-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/leadmagic-vs-zerobounce.json",
        "title": "LeadMagic API + MCP vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/leadmagic-vs-zerobounce"
      },
      {
        "json": "https://www.anchorterminal.com/compare/rocketreach-vs-zerobounce.json",
        "title": "RocketReach API vs ZeroBounce",
        "url": "https://www.anchorterminal.com/compare/rocketreach-vs-zerobounce"
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    "scores": [
      {
        "by": 5,
        "edge": "zerobounce",
        "gojiberry": 70,
        "key": "reliability",
        "name": "Reliability",
        "weight": 16,
        "zerobounce": 75
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 17,
        "edge": "gojiberry",
        "gojiberry": 71,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13,
        "zerobounce": 54
      },
      {
        "by": 14,
        "edge": "zerobounce",
        "gojiberry": 55,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13,
        "zerobounce": 69
      },
      {
        "by": 34,
        "edge": "zerobounce",
        "gojiberry": 31,
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14,
        "zerobounce": 65
      },
      {
        "by": 25,
        "edge": "zerobounce",
        "gojiberry": 10,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10,
        "zerobounce": 35
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 50,
        "edge": "zerobounce",
        "gojiberry": 20,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7,
        "zerobounce": 70
      },
      {
        "by": 2,
        "edge": "zerobounce",
        "gojiberry": 61,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7,
        "zerobounce": 63
      }
    ],
    "summary": "ZeroBounce scores 62.4 (B) on agent readiness against Gojiberry's 48.2 (D), and leads in 6 of 7 scored categories. Gojiberry leads on schema \u0026 documentation. Both do lead enrichment.",
    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "gojiberry": "A public OpenAPI file with 56 operations linked from the developer docs' llms.txt, a free masked lead search and published limits of 100 requests a minute with Retry-After make the API easy to plan against. Keys have no scopes, an owner's key can act as any member, and writes can start LinkedIn and email outreach from connected accounts.",
      "zerobounce": "ZeroBounce's v2 API verifies emails with detailed status and sub-status codes, publishes per-endpoint limits, a Statuspage with short incidents only in the last 90 days, SOC 2 Type 2 and ISO 27001, and $0.0195 per email at the smallest pack. The documented key travels in the query string, and there is no OpenAPI contract."
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  "markdown": "ZeroBounce scores 62.4 (B) on agent readiness against Gojiberry's 48.2 (D), and leads in 6 of 7 scored categories. Gojiberry leads on schema \u0026 documentation. Both do lead enrichment.\n\n- Gojiberry: grade D, 48.2/100, rank #1119 of 1486. Markdown https://www.anchorterminal.com/tools/gojiberry.md · JSON https://www.anchorterminal.com/api/v1/tools/gojiberry.json\n- ZeroBounce: grade B, 62.4/100, rank #559 of 1486. Markdown https://www.anchorterminal.com/tools/zerobounce.md · JSON https://www.anchorterminal.com/api/v1/tools/zerobounce.json\n- Best lead, contact and company data APIs for AI agents: https://www.anchorterminal.com/best/lead-data/index.md\n- All 231 leads comparisons: https://www.anchorterminal.com/compare/lead-data/index.md\n\n## Which one, for what\n\n### Gojiberry (D)\n\nGood for: A founder or small sales team that wants an agent to pull scored, signal-based B2B leads and run LinkedIn and email outreach from one paid workspace.\n\nAhead on:\n- Schema \u0026 documentation, 71 against 54\n\nWatch for: API keys carry no scopes or read-only mode, and an organisation owner's key can act as any member through `x-impersonate-user-id`\n\n### ZeroBounce (B)\n\nGood for: Email verification before outreach, the verification-first listing in lead-data.\n\nAhead on:\n- Reliability, 75 against 70\n- Agent ergonomics, 69 against 55\n- Security \u0026 auth, 65 against 31\n- Payments \u0026 pricing, 35 against 10\n- Maintenance \u0026 community, 70 against 20\n\nAlso in its favour:\n- Runs on your own machine\n\nWatch for: Every documented example sends the key as an `api_key` query parameter\n\n\n## Why the edge\n\n### Maintenance \u0026 community: ZeroBounce +50\n\n- Gojiberry (20): No changelog or dated API release was found. The developer docs carry no dates, and their sitemap stamps record no change. The newest dated evidence is help-centre editing. The MCP article is dated 29 September 2026 and the API article 21 August 2026, so the partial credit for activity inside 90 days is kept (15 of 30). No dated releases to count (0). Live chat and hello@gojiberry.ai for support, not tested, and no public changelog (5 of 15). No readable registry page names the server and no official SDKs exist (0). Package health 5 to 0, an in-between value with no package behind it. 15 + 0 + 5 + 0 + 0 = 20.\n- ZeroBounce (70): Closed service. The JavaScript SDK 3.0.0 was published on 25 October 2026 (30). No API changelog; the dated changes found in 90 days are that release and status-page notices, fewer than three releases (10 of 20). Support by email and 24/7 chat per the docs, a public status page; replies not tested (10 of 15). Official SDKs in many languages and an MCP server (15). Package health not checked (5 of 10). 30+10+10+15+5 = 70.\n\n### Security \u0026 auth: ZeroBounce +34\n\n- Gojiberry (31): Credential line 18 to 20. Bearer API keys created in the app and shown once, now with a documented way to revoke them (deleting a key in Settings, API cuts its access at once). No scopes, and an organisation owner's key can act as any member through `x-impersonate-user-id`. The MCP server signs users in with OAuth and creates a key named after the client app (20 of 30). No read-only mode on the API. The MCP page says tools that change data are flagged so clients can ask first, and warns that `send_unibox_message` and the deletes can't be undone, but the server enforces nothing (3 of 20). Results carry LinkedIn profile text and inbound messages, with no prompt-injection guidance found (2 of 15). Campaign and agent logs and team activity through the API, a credit usage history in the app, no per-key call log found (6 of 15). No security.txt (404 on 4 November), disclosure policy, bounty or certification found. The privacy policy states encryption in transit and at rest, which is none of the programme line's items, so the line is 0 (was 3, a value with no programme evidence behind it). 20 + 3 + 2 + 6 + 0 = 31.\n- ZeroBounce (65): Several named keys besides a Master key, regeneration, deactivation and IP whitelists (25), less 10 because the documented calls carry the key in the `api_key` query string (15 of 30). Validation only reads, though file and list endpoints can delete uploads (12 of 20). Results are structured status codes with little free text (10 of 15). API usage and dashboard statistics endpoints (10 of 15). SOC 2 Type 2, ISO/IEC 27001:2022, continuous testing with Intigriti and penetration testing with BitSentinel; no public disclosure policy found (18 of 20). 15+12+10+10+18 = 65.\n\n### Payments \u0026 pricing: ZeroBounce +25\n\n- Gojiberry (10): No x402, MPP or L402 (0). The Pro plan is public at $99 a month, and credit costs per action are published, but no dollar price per credit was found (10). There's a free trial, and the help centre says the subscription then starts on the saved payment method, so we read it as needing a card. We didn't open the signup form (0). A person signs up in a browser and the terms forbid account creation by bots (0). 0 + 10 + 0 + 0 = 10.\n- ZeroBounce (35): No x402, MPP or L402 (0). Per-credit prices public, from $39 for 2,000 validations (20). Freemium of 100 validations a month for business or premium domains; a card requirement isn't stated, and free webmail addresses don't qualify (15 of 20). A person signs up in a browser (0). 0+20+15+0 = 35.\n\n### Schema \u0026 documentation: Gojiberry +17\n\n- Gojiberry (71): Gojiberry moved its developer docs to dev.gojiberry.ai (Mintlify), and ext.gojiberry.ai/documentation now redirects there. Public OpenAPI 3.0.0 file, version 1.0, with 56 operations on 45 paths, linked from the docs' llms.txt under OpenAPI Specs (25). llms.txt 0 to 10. dev.gojiberry.ai serves llms.txt and every page as Markdown. 47 of 56 operations carry a description, and many say when to use them, such as the async enrichment routes for MCP clients and free search before paid reveal (15 of 20). 25 enums, 23 required lists and 50 required parameters, but search results are untyped objects and only four length bounds appear (9 of 15). 73 examples and curl samples. Error responses are a status code and a sentence, none of the 53 error responses has a body schema (8 of 15). A /v1 path and version 1.0, with no changelog found (4 of 15). 25 + 10 + 15 + 9 + 8 + 4 = 71.\n- ZeroBounce (54): No OpenAPI or other machine-readable contract found; a Postman collection is linked (5 of 25). llms.txt lists marketing pages, and the docs have no Markdown twins (5 of 10). Endpoint pages explain timing, credits and when to use batch or file APIs (14 of 20). Parameter tables and listed status and sub-status values, including the ai_agent_mailbox sub-status added in July 2026 (10 of 15). Examples per endpoint, a sandbox and an error-code page (12 of 15). v2 paths, an API migration page and dated maintenance notices on the status page, with no API changelog (8 of 15). 5+5+14+10+12+8 = 54.\n\n### Agent ergonomics: ZeroBounce +14\n\n- Gojiberry (55): On the API, search returns masked rows until revealed, but a Contact has 75 fields and no field selection (14 of 25). `page` and `limit` on lists, eleven filters on contacts and fifteen on lead search (17 of 20). Status codes are documented per operation, with 402 for credits, 409 and 422. Bodies are `{message, statusCode}` and there's no error catalogue (11 of 20). No idempotency keys. Search is deterministic, a deleted contact can't be created again, and failed enrichments cost nothing. The MCP page says tools that change data are flagged, which we couldn't read from the server (7 of 20). Few required parameters and stated defaults, no official SDKs (6 of 15). 14 + 17 + 11 + 7 + 6 = 55.\n- ZeroBounce (69): A compact JSON result per address, batch validation and a file API for lists (18 of 25). Little to paginate; file status and results by file id (10 of 20). Status and sub-status codes say why an address failed, and the error page explains 400, 404 and 429 (14 of 20). Unknown results are free and safe to retry; repeated validations are charged again (12 of 20). Many official SDK wrappers and an MCP server, with few required parameters (15). 18+10+14+12+15 = 69.\n\n### Reliability: ZeroBounce +5\n\n- Gojiberry (70): Graded with the hosted lines. Status page at status.gojiberry.ai on Better Stack with two components, gojiberry.ai and api.gojiberry.ai, and 90-day bars. Neither names ext.gojiberry.ai or mcp.gojiberry.ai, the hosts an agent calls, so the page has no component for the product (15, was 20). Both show 100 per cent, and the incident history lists none for September, October or November 2026 (August per the 8 October check). The page has not been shown to post any incident, so 20 rather than a clean record (was 22, an in-between value; tldv, zamp). The quickstart and the OpenAPI file state 100 requests a minute and 100,000 a day per account, shared by all keys and MCP connections, with lower limits on some endpoints (15). 429 line 7 to 10. Requests over a limit now get `429 Too Many Requests` with a `Retry-After` header and the instruction to wait that long before retrying. No idempotency keys or safe-retry guidance for writes, so Retry-After alone (10). No SLA found, and the terms say the service is supplied as is (0). API version 1.0 with no beta label (10). 15 + 20 + 15 + 10 + 0 + 10 = 70.\n- ZeroBounce (75): Hosted lines. Statuspage at status.zerobounce.net with API, API-US, API-EU, Bulk API, website and Cloudflare components (20). The incident feed for 8 August to 6 November shows a 6-minute members platform disruption on 9 September, about 3 minutes of reduced EU API availability on 1 October, and a file upload issue on 26 October resolved within 6 minutes, all minor (20). Limits published per endpoint group with numbers and block lengths (15). 429 is documented with advice to throttle, but no Retry-After, and a block can last an hour or a day (10 of 15). No SLA found (0). Generally available (10). 20+20+15+10+0+10 = 75.\n\n## Score by category\n\n| Category | Weight | Gojiberry | ZeroBounce | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 70 | 75 | ZeroBounce +5 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 71 | 54 | Gojiberry +17 |\n| Agent ergonomics | 13% (16.2 this run) | 55 | 69 | ZeroBounce +14 |\n| Security \u0026 auth | 14% (17.5 this run) | 31 | 65 | ZeroBounce +34 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 10 | 35 | ZeroBounce +25 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 20 | 70 | ZeroBounce +50 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 61 | 63 | ZeroBounce +2 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **48.2 · D** | **62.4 · B** | |\n\n## Facts side by side\n\n| Fact | Gojiberry | ZeroBounce |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | SUPERFRUITS SAS (Gojiberry AI) | Hertza L.L.C. (ZeroBounce) |\n| Hosted endpoint | `https://ext.gojiberry.ai` | `https://api.zerobounce.net/v2` |\n| Transports | HTTP, Streamable HTTP | HTTP, stdio |\n| Auth | OAuth or key | API key |\n| Pricing | Paid | Pay per use |\n| x402 | no | no |\n| Licence | Proprietary service under Gojiberry's General Terms | Proprietary service under ZeroBounce's terms of use; SDKs and the MCP server are open source |\n| Tools exposed | none | 0 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | none | 2026-10-25 |\n| Terms last updated | no date given | 2026-05-05 |\n| Privacy policy last updated | no date given | 2026-06-30 |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | yes | not found in the text |\n| Terms restrict benchmarking | not found in the text | not found in the text |\n| Terms or service can change without notice | yes | yes |\n| Arbitration or class-action waiver | not found in the text | yes |\n\n## How the scores have moved\n\n### Gojiberry\n\n- +0.2 on 4 November 2026: product, correction\n- +0.1 on 27 October 2026: checklist\n\n### ZeroBounce\n\nNo score change since it was listed.\n\n## Verdicts\n\n**Gojiberry.** A public OpenAPI file with 56 operations linked from the developer docs' llms.txt, a free masked lead search and published limits of 100 requests a minute with Retry-After make the API easy to plan against. Keys have no scopes, an owner's key can act as any member, and writes can start LinkedIn and email outreach from connected accounts.\n\n**ZeroBounce.** ZeroBounce's v2 API verifies emails with detailed status and sub-status codes, publishes per-endpoint limits, a Statuspage with short incidents only in the last 90 days, SOC 2 Type 2 and ISO 27001, and $0.0195 per email at the smallest pack. The documented key travels in the query string, and there is no OpenAPI contract.\n\n## Before you call either\n\n### Gojiberry\n\n1. Connect MCP clients to https://mcp.gojiberry.ai/mcp and sign in to Gojiberry. Custom clients must send a `User-Agent` header or get a 403\n2. Create resources in the order list, source agent, campaign. A source agent with no campaign only finds leads\n3. Adding a contact to a list enrols it in the linked campaign, which sends LinkedIn or email messages. Ask the user before list writes\n4. Search with POST /v1/directory/leads/search for free, then reveal only the ids you need at 0.5 credit each\n5. On a 429, wait for the `Retry-After` seconds before retrying. Limits are shared by every key and MCP connection of the account\n\n### ZeroBounce\n\n1. Use the regional host (api-us or api-eu) that matches the data, and test with the sandbox addresses, which spend no credits\n2. Set `timeout` (3 to 60 seconds); slow mail servers return unknown, which is free to retry later\n3. Stay under 80,000 validations per 10 seconds and avoid repeated bad requests, which block the key for an hour\n4. Use the bulk file API for large lists instead of looping on /v2/validate\n5. Keep the key out of logs; the API takes it only as `api_key` in the URL\n\n## Questions\n\n### Which is better for AI agents, Gojiberry or ZeroBounce?\n\nZeroBounce scores 62.4 (B) on agent readiness against Gojiberry's 48.2 (D), and leads in 6 of 7 scored categories. Gojiberry leads on schema \u0026 documentation.\n\n### Do Gojiberry and ZeroBounce need an API key?\n\nGojiberry takes an API key or an OAuth sign-in. ZeroBounce needs an API key.\n\n### Can an agent call Gojiberry and ZeroBounce without installing anything?\n\nYes. Gojiberry has a hosted endpoint at https://ext.gojiberry.ai and ZeroBounce at https://api.zerobounce.net/v2.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/gojiberry-vs-zerobounce.json, and with the fewest tokens: https://www.anchorterminal.com/compare/gojiberry-vs-zerobounce.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"gojiberry\", \"b\": \"zerobounce\"}`. From a terminal: `anchor compare gojiberry zerobounce`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/gojiberry.json and https://www.anchorterminal.com/api/v1/tools/zerobounce.json\n\n## Other comparisons with Gojiberry or ZeroBounce\n\n- [Apollo API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/apollo-vs-gojiberry.md)\n- [Clay vs Gojiberry](https://www.anchorterminal.com/compare/clay-vs-gojiberry.md)\n- [Coresignal API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/coresignal-vs-gojiberry.md)\n- [Crustdata API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/crustdata-vs-gojiberry.md)\n- [Dievio vs Gojiberry](https://www.anchorterminal.com/compare/dievio-vs-gojiberry.md)\n- [Enrich Layer API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/enrich-layer-vs-gojiberry.md)\n- [Explorium AgentSource vs Gojiberry](https://www.anchorterminal.com/compare/explorium-agentsource-vs-gojiberry.md)\n- [FullEnrich API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/fullenrich-vs-gojiberry.md)\n- [Fuse MCP vs Gojiberry](https://www.anchorterminal.com/compare/fuse-mcp-vs-gojiberry.md)\n- [Gojiberry vs Hunter API + MCP](https://www.anchorterminal.com/compare/gojiberry-vs-hunter.md)\n- [Gojiberry vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/gojiberry-vs-leadmagic.md)\n- [Gojiberry vs Lusha API + MCP](https://www.anchorterminal.com/compare/gojiberry-vs-lusha.md)\n- [Gojiberry vs People Data Labs](https://www.anchorterminal.com/compare/gojiberry-vs-people-data-labs.md)\n- [Gojiberry vs Prospeo API + MCP](https://www.anchorterminal.com/compare/gojiberry-vs-prospeo.md)\n- [Gojiberry vs RocketReach API](https://www.anchorterminal.com/compare/gojiberry-vs-rocketreach.md)\n- [Gojiberry vs ZoomInfo API + MCP](https://www.anchorterminal.com/compare/gojiberry-vs-zoominfo.md)\n- [Apollo API + MCP vs ZeroBounce](https://www.anchorterminal.com/compare/apollo-vs-zerobounce.md)\n- [Clay vs ZeroBounce](https://www.anchorterminal.com/compare/clay-vs-zerobounce.md)\n- [Clearbit vs Gojiberry](https://www.anchorterminal.com/compare/clearbit-vs-gojiberry.md)\n- [Clearbit vs ZeroBounce](https://www.anchorterminal.com/compare/clearbit-vs-zerobounce.md)\n- [Coresignal API + MCP vs ZeroBounce](https://www.anchorterminal.com/compare/coresignal-vs-zerobounce.md)\n- [Crustdata API + MCP vs ZeroBounce](https://www.anchorterminal.com/compare/crustdata-vs-zerobounce.md)\n- [Databar vs Gojiberry](https://www.anchorterminal.com/compare/databar-vs-gojiberry.md)\n- [Databar vs ZeroBounce](https://www.anchorterminal.com/compare/databar-vs-zerobounce.md)\n- [Dievio vs ZeroBounce](https://www.anchorterminal.com/compare/dievio-vs-zerobounce.md)\n- [Dropcontact API + MCP vs Gojiberry](https://www.anchorterminal.com/compare/dropcontact-vs-gojiberry.md)\n- [Dropcontact API + MCP vs ZeroBounce](https://www.anchorterminal.com/compare/dropcontact-vs-zerobounce.md)\n- [Enrich Layer API + MCP vs ZeroBounce](https://www.anchorterminal.com/compare/enrich-layer-vs-zerobounce.md)\n- [Explorium AgentSource vs ZeroBounce](https://www.anchorterminal.com/compare/explorium-agentsource-vs-zerobounce.md)\n- [FullContact vs Gojiberry](https://www.anchorterminal.com/compare/fullcontact-vs-gojiberry.md)\n- [FullContact vs ZeroBounce](https://www.anchorterminal.com/compare/fullcontact-vs-zerobounce.md)\n- [FullEnrich API + MCP vs ZeroBounce](https://www.anchorterminal.com/compare/fullenrich-vs-zerobounce.md)\n- [Lusha API + MCP vs ZeroBounce](https://www.anchorterminal.com/compare/lusha-vs-zerobounce.md)\n- [People Data Labs vs ZeroBounce](https://www.anchorterminal.com/compare/people-data-labs-vs-zerobounce.md)\n- [Prospeo API + MCP vs ZeroBounce](https://www.anchorterminal.com/compare/prospeo-vs-zerobounce.md)\n- [ZeroBounce vs ZoomInfo API + MCP](https://www.anchorterminal.com/compare/zerobounce-vs-zoominfo.md)\n- [Hunter API + MCP vs ZeroBounce](https://www.anchorterminal.com/compare/hunter-vs-zerobounce.md)\n- [Fuse MCP vs ZeroBounce](https://www.anchorterminal.com/compare/fuse-mcp-vs-zerobounce.md)\n- [LeadMagic API + MCP vs ZeroBounce](https://www.anchorterminal.com/compare/leadmagic-vs-zerobounce.md)\n- [RocketReach API vs ZeroBounce](https://www.anchorterminal.com/compare/rocketreach-vs-zerobounce.md)\n",
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