PostHog
Product analytics, session replay, feature flags and experiments on one platform
1/5PostHog is a single platform for product analytics, session replay, feature flags, experiments, surveys and error tracking, so a team can measure what users do and act on it without stitching separate tools together. It is built for engineering and product teams who want to instrument once: its SDKs autocapture pageviews, clicks and form submissions, and the data is queried with trends, funnels, retention curves, paths or custom SQL. It runs as a hosted service in the US or EU, includes a managed data warehouse and CDP destinations for moving data in and out, ships a desktop app and a CLI, and its core is open source and can be self-hosted with Docker Compose under an MIT licence.
- Autocapture of pageviews, clicks and form submissions without extra code
- Trends, funnels, retention curves and user paths over captured events
- Custom SQL queries against your own product data
- Jump from any data point straight into the session recordings behind it
- Feature flags for gradual rollouts, with experiments and A/B tests
- Surveys for in-product feedback and error tracking for exceptions
- Managed data warehouse and CDP destinations for pipelines in and out
- Open source core, self-hostable with Docker Compose under MIT
Based on what people have said
Every answer links back to the mentions it came fromHow do users integrate PostHog into their existing workflows?
Users connect PostHog with various tools including CRMs, project management software like Linear, and data sources such as Google Drive, GitHub, Notion, and production databases. Some developers use it as part of automated pipelines, such as building plugins to pull data for social media updates or creating agents that monitor user behavior to trigger personalized outreach.
5 mentions · @SaaiArora · @futurenomics · @AndrewAllsop · @alice_k_bull · @gregisenberg · Aug 2026
What are the common experiences regarding the setup and usability of the platform?
Experiences are mixed. Some users report a seamless setup process, noting that a single command can detect frameworks like Next.js and automatically instrument events. Conversely, others have described frustrating experiences, specifically when attempting to use AI agents to interact with the platform or when troubleshooting missing analytics data.
3 mentions · @paularambles · @jsmasterypro · @liran_tal · Aug 2026
What specific features do users find most valuable for product improvement?
Users highlight session recordings as particularly effective for identifying user friction that event dashboards might miss. Others value the ability to cross-reference production database data with PostHog to identify funnel leakage, and some utilize the API to improve the quality of their output.
How does PostHog compare to other tools in the market?
While some users consider it the best tool for product analytics, others have noted that competitors like Amplitude currently outperform it in AI search capabilities.
2 mentions · @mal_shaik · @dessaigne · Aug 2026
These summarise counts and dates only. Read the quotes themselves under what people are saying.
What people are saying about PostHog
49% neutral“I told astra to look at all the events in the SaaS app i am building, log in to PostHog and build relevant professional dashboards for me.”
“even @posthog can't tell you everything”
“A number of these can be solved by proper tracking and analytics (posthog/ segment etc) that will help you understand where people are stopping and where to focus. From there if you have enough users A/B test fixes.”
“@signulll posthog is a good product tho?”
“Analytics-wise, PostHog is solid, but if you’re just testing traction, even a lightweight event counter or Google Analytics can give you enough insight.”
“for analytics posthog is fine if you want to self host but do you really need all that for 5 paying users? i just slapped on a simple event counter at first and it told me everything i needed”
“I’ve heard a lot about PostHog, so I’m considering it. I’m also still figuring out what payment gateway to use.”
“Here's what you need to run a full SaaS solo: - n8n — automation - Supabase — backend - Cursor — code - Claude — thinking - Vercel — deploy - Stripe — payments - Resend — emails - Framer — landing page - PostHog — analytics - Cloudflare — security”
“posthog does have some privacy features like masking text fields and IP anonymization but doesn't fix the fundamental consent issue. sorry there's no clean way around it but maybe framing it differently helps a bit”
“* I have PostHog analytics with randomly sampled session recording available.”
“But anyway, do you know if PostHog able to classify tasks that agent takes? For long agent run then this is definitely needed.”
“PostHog gives me everything I need (not an ad. Wish it was!).”
“yes it's still a good idea to self host posthog : ) the maIntAiNanCe is nothing with an llm”
“If you’re not using posthog (or another similar software) to track where users are dropping off during your onboarding, you’re flying blind.”
“PostHog calls it self-driving. Amplitude calls it self-improving.”
“@posthog Love this, thank you.”
“We're sending Claude Cowork OpenTelemetry to Posthog, wanting to see which internal skills people actually use. We've seen Cowork's built-in analytics, which are a nice first step, but we'd like more details if possible (not to mention a better interface for analytics).”
“You have a one-click connect to any account (Gmail, Calendar, Granola, PostHog, etc). You have personal accounts (only accessible by you) and also shared accounts (accessible by everyone in the company).”
“On a large one it is the entire problem, and it stays invisible in your case studies because PostHog and n8n had the structure before they had the volume, so nobody watched it degrade.”
“Just setup AI fetch analytics on posthog and AI is def coming to my site :-)”
“Tools like PostHog, Supabase, n8n, Postiz, or Resend have supercharged their growth by being extremely transparent.”
“- Integrating PostHog to track everything and see what can be optimized. This was super easy with Codex. PostHog also has a”
“Worth turning your fix into a permanent CI assertion rather than a one-line patch: intercept outbound requests in the E2E run and fail the build if anything hits Sentry/PostHog ingest endpoints at all, so if someone reintroduces a placeholder token later (config refactor, copy-pasted env template) it breaks the build instead of just adding noise back.”
“@theo Does posthog not offer exactly this?”
“imo, @posthog has the best sign in page”