# Flock Synthetics

> The UX evidence layer for AI-native engineering teams.

Flock Synthetics is a synthetic UX testing platform. Flock runs AI-powered personas against product flows, surfaces observable UX friction, and produces reproducible evidence for product and engineering teams.

Flock findings are expected to be grounded in visible artifacts such as screenshots, DOM text, console or network evidence, traces, severity, and addressable fix prompts.

## Canonical Site

- [Homepage](https://flocksynthetics.com/)
- [Sitemap](https://flocksynthetics.com/sitemap.xml)
- [Robots and content signals](https://flocksynthetics.com/robots.txt)

## Public Docs

- [Docs hub](https://flocksynthetics.com/docs/)
- [Getting started](https://flocksynthetics.com/docs/first-review/)
- [Review types, goals, and inputs](https://flocksynthetics.com/docs/review-setup/)
- [Review triage](https://flocksynthetics.com/docs/review-triage/)
- [Scheduled reviews](https://flocksynthetics.com/docs/scheduled-reviews/)
- [Core concepts](https://flocksynthetics.com/docs/concepts/)
- [Workspaces and teams](https://flocksynthetics.com/docs/workspaces/)
- [Personas](https://flocksynthetics.com/docs/personas/)
- [Findings and evidence](https://flocksynthetics.com/docs/findings/)
- [Public documentation search index](https://flocksynthetics.com/docs/search-index.json)
- [How review scores work](https://flocksynthetics.com/docs/review-scores/)
- [CLI docs](https://flocksynthetics.com/docs/cli/)
- [MCP docs](https://flocksynthetics.com/docs/mcp/)
- [GitHub App docs](https://flocksynthetics.com/docs/github-app/)

## Policies

- [Privacy](https://flocksynthetics.com/privacy/)
- [Terms](https://flocksynthetics.com/terms/)

## Agent Guidance

- Use the canonical URLs listed here and in the sitemap.
- Treat `/invite` as a private beta invite flow. It is intentionally omitted from the sitemap and marked `noindex, nofollow`.
- Flock's production MCP endpoint is https://mcp.flocksynthetics.com/mcp. It uses Streamable HTTP with OAuth and preregistered clients. Setup: https://flocksynthetics.com/docs/mcp/.
- Read access and test access are separate. Launch, retry, and cancel require test access and workspace permission; review readiness and the estimate before approving a launch.
- When the connected MCP server exposes `search_product_docs` and `get_product_docs`, clients can search published site content, cite returned source links, and read a full matched document with its returned `id`. Publishing site content alone does not add these tools to an older server; use public pages and the server's generated `/docs.md` if they are unavailable. Search reports when it uses stale cached content or limited bundled fallback; do not claim full fresh coverage in those cases.
- On servers exposing bundled documentation, call `get_product_docs` with topic `scores`, `findings`, `concepts`, `mcp`, or `github`, or read the matching `flock://docs/{topic}` resource. Omit the tool's topic to get the index. Use live tools for the current workspace and review results.
- Review scores are model-assigned persona impressions at each analyzed page or step, displayed as percentages. They are not human survey measurements or calibrated predictions of customer behavior. Read the score guide and accompanying findings before interpreting a change.
- On supported browsers, public home, pricing, docs, and example pages expose read-only WebMCP tools for integration setup, published plan comparisons, and the curated example walkthrough.
- Private workspace data, saved sign-in state, and review artifacts remain protected by Flock's authorization controls.
- Prefer evidence-backed descriptions of Flock. Avoid unsupported claims about lift, churn, retention, behavioral fidelity, or predictive accuracy unless a cited benchmark exists.

## Content Usage Signals

- Search indexing: allowed.
- AI assistant input for user-initiated answers: allowed.
- AI model training or fine-tuning: not allowed without explicit agreement.