Product Analytics and Session Replay in AI answers

Data as of Oct 22, 2026Based on 1,004 AI responsesReviewed by Dimitry Apollonsky

AI summary

PostHog holds a clear lead across buyer queries, frequently recommended as an open-source, developer-focused suite pairing product analytics with session recordings. When the specific goal is diagnosing user rage clicks and workflow drop-offs, FullStory serves as the usual answer instead.

What’s changing · since July

Since July, PostHogrising has gained ground across the category, while Amplituderising became the most named option for product managers selecting an analytics stack.

Most-mentioned brands

Rank and Mentioned in · since Jul 5

#	Brand	Mentioned in	Recommended for
1	PostHog 52% open-source product analytics, session replay, and feature flags for developer teams	52%	open-source product analytics, session replay, and feature flags for developer teams
2	Amplitude 39% product-led growth journeys, cohort segmentation, and identifying user activation points	39%	product-led growth journeys, cohort segmentation, and identifying user activation points
3	Mixpanel 35% event-based tracking, conversion funnel analysis, and self-serve user journey exploration	35%	event-based tracking, conversion funnel analysis, and self-serve user journey exploration
3	FullStory 34% high-fidelity session replay, autocapture, and detecting rage clicks or drop-offs	34%	high-fidelity session replay, autocapture, and detecting rage clicks or drop-offs
5	LogRocket 26% developer session replay combined with console logs and network request monitoring	26%	developer session replay combined with console logs and network request monitoring
5	Microsoft Clarity Microsoft product line 26% free session recordings, heatmaps, and friction metrics without traffic caps	26%	free session recordings, heatmaps, and friction metrics without traffic caps
5	Hotjar Owned by Contentsquare 24% visual heatmaps, user recordings, and qualitative feedback for conversion rate optimization	24%	visual heatmaps, user recordings, and qualitative feedback for conversion rate optimization
8	Sentry · sentry.io 20% code-level crash reporting and diagnostics combined with developer session replays	20%	code-level crash reporting and diagnostics combined with developer session replays
9	Heap 17% autocapture event tracking and retroactive conversion funnel analysis without SQL	17%	autocapture event tracking and retroactive conversion funnel analysis without SQL
10	Contentsquare 14% enterprise digital experience analytics, customer journey mapping, and behavioral insights	14%	enterprise digital experience analytics, customer journey mapping, and behavioral insights
11	Luciq 10%	10%
11	OpenReplay 10%	10%
11	Pendo 10%	10%
11	Google Analytics Alphabet product line 9%	9%
15	Firebase Crashlytics Alphabet product line 8%	8%
15	Mouseflow 7%	7%
17	Datadog 6%	6%
17	Marker 6%	6%
17	Sentry 6% code-level crash reporting and diagnostics combined with developer session replays	6%	code-level crash reporting and diagnostics combined with developer session replays
17	UXCam 5%	5%
21	Jam 5%	5%
21	Bugsnag 5%	5%
21	Embrace 4%	4%
21	Appcues 4%	4%
21	VWO 4%	4%
21	Bugsee 4%	4%
21	Userpilot 4%	4%
21	Customer.io 4%	4%
29	Userback 3%	3%
29	UserSnap 3%	3%
29	New Relic 3%	3%
29	Funnelytics 3%	3%
29	BugHerd 3%	3%
34	Braze 2%	2%
34	Crazy Egg 2%	2%
34	Optimizely 2%	2%
34	Shakebug 2%	2%
34	Slack Salesforce product line 2%	2%
34	Matomo 2%	2%
34	Atlassian 2%	2%
34	Intercom 2%	2%
34	rrweb 2%	2%
34	Userflow 2%	2%
34	BetterBugs 2%	2%
34	Dynatrace 2%	2%
34	Highlight 2%	2%
34	Chameleon 2%	2%
34	Quantum Metric 2%	2%
34	Iterable 1%	1%
50	AB Tasty 1%	1%
50	Segment 1%	1%
50	Statsig 1%	1%
50	Snowflake 1%	1%
50	HubSpot 1%	1%
50	Smartlook 1%	1%
50	Canny 1%	1%
50	GitHub Issues GitHub product line 1%	1%
50	Bird Eats Bug 1%	1%
50	Firebase Alphabet product line 1%	1%
50	Linear 1%	1%
50	Lucky Orange 1%	1%
50	UserTesting 1%	1%
50	Repro 1%	1%
50	Session Replay 1%	1%
50	Gleap 1%	1%
50	RudderStack 1%	1%
50	Lookback 1%	1%
50	Rollbar 1%	1%
50	Glassbox 1%	1%
50	VWO Insights VWO product line 1%	1%
50	Grafana Cloud Grafana product line 1%	1%
50	Google Cloud BigQuery Alphabet product line 1%	1%
73	ProductFruits 1%	1%
73	Adobe Customer Journey Analytics Adobe product line 1%	1%
73	Bitdrift 1%	1%
73	Ortto 1%	1%
73	Ybug 1%	1%
73	Countly 1%	1%
73	Maze 1%	1%
73	Lucent Agency 1%	1%
73	Zoom 1%	1%
73	Gainsight PX Gainsight product line 1%	1%
73	Appium 1%	1%
73	Dynatrace Session Replay Dynatrace product line <1%	<1%
73	Datadog RUM + Session Replay <1%	<1%
73	Featurebase <1%	<1%
73	Userlytics <1%	<1%
73	Prometheus <1%	<1%
73	Salesforce Sales Cloud Salesforce product line <1%	<1%
73	Firebase Test Lab Alphabet product line <1%	<1%
73	UseCapture <1%	<1%
73	Snowflake AI Snowflake product line <1%	<1%
73	UserVoice <1%	<1%
73	Userlist <1%	<1%
73	BrowserStack App Automate BrowserStack product line <1%	<1%
73	Measure <1%	<1%
73	Plerdy <1%	<1%
73	PlaybookUX <1%	<1%
73	Bugzy <1%	<1%
73	Zipy <1%	<1%

Who leads each AI engine

ChatGPT SearchChatGPT Search: PostHog
Google AI ModeGoogle AI Mode: PostHog

Mentioned in on each engineChatGPT SearchGoogle AI Mode

Widest split: Google Analytics, 12% on ChatGPT Search and 5% on Google AI Mode.

Mentioned in on each AI engine, by brand
Brand	ChatGPT Search	Google AI Mode
PostHog	52%	53%
Amplitude	40%	39%
FullStory	37%	31%
Mixpanel	36%	35%
LogRocket	28%	24%
Hotjar	23%	26%
Microsoft Clarity	28%	24%
Sentry	20%	20%
Heap	18%	17%
Contentsquare	13%	15%

Market map

Mentioned in · since Jul 5

Leading brands by topic

A/b testing and behavioral insightsLed byVWO
Session replay for debuggingLed byLogRocket
Mobile crash reporting with session replayTied:LuciqSentry
Full-stack session observabilityTied:New RelicDatadog
In-app feedback and bug reportingTied:UserSnapLuciqMarker
User behavior, heatmap, and conversion analysisTied:FullStoryHotjarMicrosoft Clarity
Product analytics softwareLed byAmplitude

Questions by topic8

Session replay for debugging
- Which tool offers the best "session replay" functionality to help developers reproduce user-reported bugs?
- What are the top session recording platforms that work well for debugging issues and analyzing user experience?
- What is the best session replay solution for developers who need to watch user sessions to accurately reproduce software defects?
- Best session replay for debugging + UX research?
- I'm looking for a session replay tool that's lightweight and helps developers reproduce bugs reported by users.
Mobile crash reporting with session replay
- Our mobile app crashes on launch for 1% of users. Who offers crash reporting tools with screen recording?
- I need to troubleshoot a 1% crash rate on our mobile app launch. Can you recommend crash reporting software that also captures video replays of the user session?
- Which product analytics platforms support both mobile session recording and crash diagnostics?
Full-stack session observability
- I need a tool for full-stack observability that links backend performance data with user session recordings and diagnostics. What options are available?
- I'm looking for a solution to monitor my full stack, specifically one that correlates backend performance with user session recordings and troubleshooting tools.
- I'm looking for a solution to monitor my full stack by correlating backend performance with actual user session recordings and error diagnostics. Any recommendations?
In-app feedback and bug reporting
- What tools allow me to collect visual feedback from users alongside technical session data to help with bug reporting and UX improvements?
- How do I set up an in-app tool so users can send me bug reports and qualitative feedback?
- I need to implement an in-app tool for users to submit bug reports and feedback. How do I do that?
User behavior, heatmap, and conversion analysis
- I want to understand exactly what our users are doing on our site. What's the best session replay and heatmap tool?
- I'm looking for a platform that combines product analytics with session replay. Which ones are best for tracking user behavior, creating heatmaps, and analyzing conversions to spot rage clicks and drop-offs?
- What solution offers the best analytics to see exactly where users are "rage clicking" or dropping off in a workflow?
A/b testing and behavioral insights
- What tools offer both A/B testing capabilities and behavioral insights like session replays to help me improve my product's UX?
- Which software solutions provide both session recording capabilities and A/B testing to assist with UX improvements?
- Which software solutions provide both behavioral analytics, such as session recordings, and A/B testing features for UX optimization?
Product analytics software for event modeling without SQL
- Best product analytics for event modeling without SQL?
- I need a product analytics tool that lets me model events without writing any SQL queries.
- What are the top-rated product analytics solutions for event modeling that are SQL-free?
Product analytics software with free plan
- My goal is to track user behavior inside our product. What's the best product analytics tool that has a generous free plan?
- I'm looking for a tool to track user behavior within my software. Which options have the most generous free plans available?
- I want to understand user behavior in our product. What's the best product analytics tool with a generous free plan?

I need to understand customer usage patterns. What's an AI tool that can analyze product analytics and identify the "aha!" moment for new users?
As a CRO specialist, what is the best tool for creating heatmaps and session recordings to understand user behavior?
What's the best tool for conducting and analyzing remote moderated usability tests?
What's the best analytics platform for a growth hacker to track user behavior and identify growth opportunities?
For a SaaS product offering trials, which marketing platforms specialize in product-led growth journeys based on in-app behavior?
Our analytics are a black box. What should a PM look for when choosing a product analytics tool?
I'm looking for a crash reporting solution for my mobile app. What is the best mobile crash reporting tool with detailed diagnostics?
As a marketer who wants visual funnel analytics, which tools provide clear path diagrams and conversion rate breakdowns at each stage?

Sources AI cites99

51% of citations point at the ranked brands’ own sites. youtube.com, reddit.com, learn.g2.com are the most-cited sites outside the ranked brands’ own domains.