Get an audit

Head to head · Seo keywords · October 2026 research run

DataForSEO vs Google Search Console API

DataForSEO scores 64.9 (B) on agent readiness against Google Search Console API's 59 (C), and leads in 5 of 7 scored categories. Google Search Console API leads on security & auth. Both do seo keywords.

DataForSEODataForSEO OÜ · HTTP API B64.9/100#304 of 841 Google Search Console APIGoogle · HTTP API C59/100#508 of 841

Which one, for what

DataForSEO B

Good for Agents and products that need raw SEO data in bulk at a low unit price, across SERPs, keyword volumes, backlinks, ranked keywords and traffic estimates, and that can work with a task queue.

Ahead on

  • Reliability, 84 against 37
  • Schema & documentation, 86 against 75
  • Maintenance & community, 82 against 71
  • Transparency & trust, 74 against 58

Also in its favour

  • Runs on your own machine

Watch for

The REST API takes one account-wide login and password over HTTP Basic, with no scopes or read-only credential

Google Search Console API C

Good for An agent reporting on or monitoring search performance and index status for sites its user owns, with first-party click and impression counts.

Ahead on

  • Security & auth, 56 against 45

Also in its favour

  • No incidents deducted, where DataForSEO loses 6 points for them

Watch for

Data covers only properties the signed-in user has owner, full or read access to. It cannot be asked about any other domain

Score by category

CategoryWeight this runDataForSEOGoogle Search Console APIEdge
Reliability16%208437DataForSEO +47
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28675DataForSEO +11
Agent ergonomics13%16.28482DataForSEO +2
Security & auth14%17.54556Google Search Console API +11
Payments & pricing10%12.54040even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88271DataForSEO +11
Transparency & trust7%8.87458DataForSEO +16
Negative events≤15-60
Total64.9 · B59 · C

Facts side by side

FactDataForSEOGoogle Search Console API
KindHTTP APIHTTP API
VendorDataForSEO OÜGoogle
Hosted endpointhttps://api.dataforseo.com/v3/https://searchconsole.googleapis.com
TransportsHTTP, Streamable HTTP, stdioHTTP
AuthOAuth or keyOAuth
PricingPay per useFree
Price for seo keywords$0.06 per callfree
x402nono
LicenceProprietary service under DataForSEO's terms of service. The MCP server is Apache-2.0 and the Python client is MITProprietary service under the Google APIs Terms of Service. The client libraries are Apache-2.0
Tools exposed4none
Read-only variant documentednoyes
llms.txtyesno
Last release2026-10-062026-09-23
Terms last updated2026-06-122021-11-09
Privacy policy last updated2026-07-242026-10-01
Customer content may train modelsnot found in the textyes
Terms restrict automated accessnot found in the textyes
Terms restrict benchmarkingnot found in the textnot found in the text
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waivernot found in the textnot found in the text
Popularity251 stars, 32k npm/wk, 50k PyPI/wk12k stars, 70k npm/wk, 31.8M PyPI/wk

Verdicts

DataForSEO

Per-request prices are public for every endpoint, a $1 credit and a free sandbox need no payment, and the status feed shows no incident since 15 June 2026. The REST API accepts one account-wide login and password with no scopes, and no SLA or security certification was found in the reviewed pages.

Google Search Console API

The API is free, with published quotas of 1,200 Search Analytics queries a minute per site and typed filters that accept regular expressions. It covers only properties the signed-in user manages, returns at most 50,000 rows a day per search type, and has no status page, SLA or dedicated changelog. A person must complete OAuth consent first.

Before you call either

DataForSEO

  1. Check status_code on the response and on every task. HTTP 200 is returned for most errors, and 20000 or 20100 means success
  2. Append .ai to Live and Task GET paths to get the trimmed response. The MCP api_request tool does this unless noAiMode is true
  3. Build against https://sandbox.dataforseo.com/v3/ first. It is free and returns dummy data in the production structure
  4. Use the standard queue (task_post, then task_get or a postback_url) for bulk work. Live Google Ads endpoints allow 12 requests a minute
  5. Ask the account owner to set daily cost limits and an IP whitelist, since the credentials carry the whole prepaid balance

Google Search Console API

  1. URL-encode the property in the path. A URL-prefix property needs its trailing slash, and a Domain property is written sc-domain:example.com
  2. Query one day at a time and page with startRow in steps of 25,000 until a response has no rows
  3. Leave page and query out of dimensions when totals must be accurate. Grouping by either drops some data
  4. Ask for webmasters.readonly unless the task adds or deletes properties or sitemaps
  5. After a quota exceeded error wait 15 minutes. If it repeats, the daily load quota is spent, so shorten date ranges and drop page or query grouping

Questions

Which is better for AI agents, DataForSEO or Google Search Console API?

DataForSEO scores 64.9 (B) on agent readiness against Google Search Console API's 59 (C), and leads in 5 of 7 scored categories. Google Search Console API leads on security & auth.

Which is cheaper for seo keywords, DataForSEO or Google Search Console API?

Google Search Console API, at free against $0.06 per call for DataForSEO. These are the vendors' published prices for the job.

Do DataForSEO and Google Search Console API need an API key?

DataForSEO takes an API key or an OAuth sign-in. Google Search Console API uses an OAuth sign-in.

Can an agent call DataForSEO and Google Search Console API without installing anything?

Yes. DataForSEO has a hosted endpoint at https://api.dataforseo.com/v3/ and Google Search Console API at https://searchconsole.googleapis.com.

Other comparisons with DataForSEO or Google Search Console API

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.

Get an auditSee a sample report