Snapshot
Continue to About ↓- What it does
- PostHog is a developer-oriented product data platform that ingests analytics events, session replays, errors, logs and third-party business data into one store you and AI agents can query.
More detail
- It bundles product analytics, replays, error tracking, feature flags, experiments, surveys, a warehouse/CDP and agent access via MCP, with a newer 'self-driving' mode that turns product signals into researched reports and draft pull requests for human review.
- Best for
- Engineering-led product teams and startups that want analytics, session replay, error tracking, feature flags, experiments and surveys from one vendor instead of stitching together several tools, and that want AI agents to query product data directly.
- Pricing
- Usage-based pricing per product with a monthly free tier for each and no seat-based charges (unlimited team members).
More detail
- Published free allowances include 1M product/web analytics events, 5,000 session replays, 1M feature flag requests, 1,500 survey responses, 100,000 error-tracking exceptions, 10 GB l
- Main limitation
- Teams wanting a fully hands-off, managed tool with no maintenance decisions (self-hosting is available but PostHog itself discourages it), and users who need simple, shallow tooling — reviewers report the broad surface area creates a learning curve.
- Record
- Living and monitored
- Reviewed
- Evidence
- Public web research
- Machine access
- Structured profile ↗
About
- PostHog is a developer-oriented product data platform that ingests analytics events, session replays, errors, logs and third-party business data into one store you and AI agents can query.
- It bundles product analytics, replays, error tracking, feature flags, experiments, surveys, a warehouse/CDP and agent access via MCP, with a newer 'self-driving' mode that turns product signals into researched reports and draft pull requests for human review.
What it helps with
- Product data is scattered across separate analytics, replay, error, log and flag tools, making cross-signal questions ha
- Diagnosing broken flows and bugs is slow because exceptions, dead clicks, quick backs, stalls and support/ticket data ar
- AI coding agents lack product context and force engineers to context-switch into a browser UI to query data.
- Tool sprawl across analytics, replay, flags, experiments, surveys, error tracking, logs, warehouse and CDP drives cost a
Capabilities
A practical view of what is available and where limitations apply.
| Offering | Available | Detail |
|---|---|---|
| Product analytics | Yes | Trends, funnels, retention, paths and SQL over captured events. |
| Session replay | Yes | Recordings with event timeline, console/performance capture and mobile recording. |
| Feature flags and experiments | Yes | Multivariant, percentage and targeted rollouts with local evaluation; multivariate and no-code A/B testing. |
| Error tracking and logs | Yes | Exceptions with stack traces plus session context; logs ingested and searched alongside product data. |
| Surveys and heatmaps | Yes | No-code and API surveys; clickmaps and scrollmaps. |
| Warehouse / CDP | Yes | Import third-party data from 900+ sources alongside product data. |
| AI agent access (MCP / Desktop) | Yes | MCP server for editors and PostHog Desktop let agents query product data without the browser UI. |
| Self-driving reports and PRs | Limited | Signals are clustered into prioritized researched reports with proposed fixes/PRs for human review; homepage examples are labeled sample/illustrative data. |
| Self-hosting | Limited | Open-source version exists but PostHog does not recommend it due to infrastructure and maintenance burden. |
| Published enterprise/custom pricing | Unknown | Not disclosed in sources reviewed; contact route is 'Talk to a human'. |
Bot trust
How confidently AI systems can verify this profile from public evidence.
—of 100
ChatGPT—/100
Claude—/100
This profile has not completed a Bot Score assessment yet.
Evidence
Where this record came from, when it was reviewed, and how confidently it can be used.
- Verification
- Scribble researched these facts from the linked public sources.
- The owner has not manually confirmed every field.
- Last reviewed
- Primary source
- posthog.com
Technical profile details
Record ID
33bce440-6210-42ed-bfb0-a567b9ffa1bcCanonical URLhttps://profiles.scribble.network/listing/posthog-33bce440