# Optimizely Experimentation vs Woopra

> Optimizely Experimentation scores 62.6 (B) on agent readiness against Woopra's 44.4 (E), and leads in 5 of 7 scored categories. Woopra leads on reliability and payments & pricing. Both do analytics query. Category scores, facts, verdicts and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/optimizely-vs-woopra
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- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-09

Optimizely Experimentation scores 62.6 (B) on agent readiness against Woopra's 44.4 (E), and leads in 5 of 7 scored categories. Woopra leads on reliability and payments & pricing. Both do analytics query.

- Optimizely Experimentation: grade B, 62.6/100, rank #383 of 842. Markdown https://www.anchorterminal.com/tools/optimizely.md · JSON https://www.anchorterminal.com/api/v1/tools/optimizely.json
- Woopra: grade E, 44.4/100, rank #779 of 842. Markdown https://www.anchorterminal.com/tools/woopra.md · JSON https://www.anchorterminal.com/api/v1/tools/woopra.json

## Which one, for what

### Optimizely Experimentation (B)

Good for: An agent working for an existing Optimizely customer that lists and creates flags, experiments and audiences, reads experiment results and writes SDK integration code.

Ahead on:
- Schema & documentation, 74 against 45
- Agent ergonomics, 68 against 45
- Security & auth, 66 against 22
- Maintenance & community, 78 against 9
- Transparency & trust, 75 against 61

Watch for: No price is published. The plans page says every plan is individually packaged and leads to a demo request

### Woopra (E)

Good for: An agent that reads a company's existing Woopra reports, looks up or edits customer profiles, or exports raw sessions on a schedule.

Ahead on:
- Reliability, 80 against 73
- Payments & pricing, 30 against 0

Watch for: Report endpoints run a report saved in the web app by `report_id`. No endpoint to define a query, funnel or segment was found in the reference


## Score by category

| Category | Weight | Optimizely Experimentation | Woopra | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 73 | 80 | Woopra +7 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 74 | 45 | Optimizely Experimentation +29 |
| Agent ergonomics | 13% (16.2 this run) | 68 | 45 | Optimizely Experimentation +23 |
| Security & auth | 14% (17.5 this run) | 66 | 22 | Optimizely Experimentation +44 |
| Payments & pricing | 10% (12.5 this run) | 0 | 30 | Woopra +30 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 78 | 9 | Optimizely Experimentation +69 |
| Transparency & trust | 7% (8.8 this run) | 75 | 61 | Optimizely Experimentation +14 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **62.6 · B** | **44.4 · E** | |

## Facts side by side

| Fact | Optimizely Experimentation | Woopra |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Optimizely | Woopra, Inc. |
| Hosted endpoint | `https://exp.mcp.opal.optimizely.com/mcp` | `https://www.woopra.com/rest/3.10` |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Paid | Paid |
| x402 | no | no |
| Licence | Proprietary hosted service under Optimizely's Online Software Subscription Agreement and its API, SDK and MCP terms. The Feature Experimentation SDKs on GitHub are Apache 2.0 | Proprietary service under Woopra's terms of service. The browser tracker and the SDKs on GitHub are MIT, and the Node package is ISC |
| Tools exposed | 7 | none |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-09-18 | 2026-03-16 |
| Terms last updated | no date given | 2025-12-10 |
| Privacy policy last updated | no date given | 2025-08-01 |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | not found in the text | yes |
| Terms restrict benchmarking | yes | not found in the text |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | not found in the text | yes |
| Popularity | 460k npm/wk, 86k PyPI/wk | 415 npm/wk |

## Verdicts

**Optimizely Experimentation.** Optimizely Experimentation suits agents working for an existing customer that manage flags and experiments and read results. The hosted MCP server has seven tools behind OAuth and carries the user's permissions, and the main REST API has a public Swagger spec. No price, free plan or trial is published, and no 429 or idempotency guidance was found.

**Woopra.** Woopra's REST API returns saved Trends, Journeys, Retention and Attribution reports, profiles and raw session logs, with published limits of 300 calls a minute and 3,000 a day per project. A report must first be built in the web app, the tracking endpoints accept events without a secret by default, and no changelog or SLA was found.

## Before you call either

### Optimizely Experimentation

1. Connect to https://exp.mcp.opal.optimizely.com/mcp and complete OAuth in a browser. The session is time-limited, so expect to sign in again
2. Call `exp_get_schemas` before `exp_execute_query`, and `exp_get_entity_templates` before `exp_manage_entity_lifecycle`, to learn the fields each entity needs
3. Confirm the project and environment with the user before any create or update. Changes go to live Optimizely data
4. Use the Visual Editor for Web Experimentation variation code. The MCP server does not write custom HTML, CSS or JavaScript
5. Over REST, stay under 2 requests a second on `/flags/v1`, 100 a minute on `/v2` and 20 a minute on the results endpoints

### Woopra

1. Ask the owner to build and save each report in the web app first, then pass the last path segment of its URL as `report_id`
2. Authenticate REST calls with HTTP Basic, using the App ID and Secret Key from the Access Keys tab, against `https://www.woopra.com/rest/3.10/`
3. Stay under 300 calls a minute, 600 an hour and 3,000 a day per project. A 429 carries no documented retry interval, so back off on your own schedule
4. Reuse the `snapshot` ID from the first response when paging with `offset`, or pages past 1,000 records may not agree
5. Send `cookie` or a `cv_` identifier such as `cv_email` on every track call. Without one the event lands on a random profile that can't be identified later
6. When reading `/logs/export`, delete the profile named in each `type: "delete"` line. The following lines log its data again under `new_id`

## Questions

### Which is better for AI agents, Optimizely Experimentation or Woopra?

Optimizely Experimentation scores 62.6 (B) on agent readiness against Woopra's 44.4 (E), and leads in 5 of 7 scored categories. Woopra leads on reliability and payments & pricing.

### Do Optimizely Experimentation and Woopra need an API key?

Both take an API key or an OAuth sign-in.

### Can an agent call Optimizely Experimentation and Woopra without installing anything?

Yes. Optimizely Experimentation has a hosted endpoint at https://exp.mcp.opal.optimizely.com/mcp and Woopra at https://www.woopra.com/rest/3.10.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/optimizely-vs-woopra.json, and with the fewest tokens: https://www.anchorterminal.com/compare/optimizely-vs-woopra.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "optimizely", "b": "woopra"}`. From a terminal: `anchor compare optimizely woopra`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/optimizely.json and https://www.anchorterminal.com/api/v1/tools/woopra.json

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