Product Analytics AI visibility leaderboard
Product Analytics tools help data and analytics teams understand how people use their product. Buyers increasingly start this search inside AI assistants, which narrow 30 vendors down to a shortlist of three to five.
- Amplitude leads Product Analytics with an AI visibility score of 79.4 and appears in 94% of AI answers about Product Analytics (SlateIndex, Nov 3, 2026).
- AI engines named 30 Product Analytics brands; Amplitude, Mixpanel and PostHog hold 47% of all mentions.
- The engines disagree on the leader: ChatGPT favours Mixpanel (83.9), Perplexity favours Amplitude (79.3) and Google AI Mode favours Amplitude (80.2).
- Heap gained the most visibility since the previous weekly run: +9.1 points.
- amplitude.com is the most cited source for Product Analytics, with 11.7% of citations.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 98.8%·next run
Where vendors stand in Product Analytics
8 brands shown: 2 Leaders, 2 Consensus Picks, 1 Authority Builder and 3 Challengers. Amplitude and Mixpanel clear both lines.
| Brand | Mention rate | Citation authority | Answers citing own site | Position |
|---|---|---|---|---|
| Amplitude | 93.8% | 44.3% | 31 of 70 | Leader |
| Mixpanel | 91.4% | 51.4% | 36 of 70 | Leader |
| PostHog | 81.5% | 34.4% | 22 of 64 | Consensus Pick |
| Heap | 64.2% | 33.3% | 17 of 51 | Consensus Pick |
| Pendo | 49.4% | 36.8% | 14 of 38 | Challenger |
| Userpilot | 29.6% | 64.3% | 9 of 14 | Authority Builder |
| Contentsquare | 25.9% | 29.4% | 5 of 17 | Challenger |
| Google Analytics | 21% | 0% | 0 of 17 | Challenger |
Momentum: who’s gaining and losing in AI
Change in each brand’s share of AI mentions vs four weekly runs ago.
| Brand | 4 runs ago | Now | Change |
|---|---|---|---|
| Heap | 8.8% | 11.1% | up+2.3pp |
| PostHog | 13.6% | 14.1% | up+0.5pp |
| Statsig | 1.5% | 2% | up+0.5pp |
| GrowthBook | 0.7% | 1.2% | up+0.5pp |
| Google Analytics | 3.3% | 3.7% | up+0.4pp |
| Contentsquare | 4.2% | 4.5% | up+0.3pp |
| Kissmetrics | 0.7% | 0.9% | up+0.2pp |
| Plausible | 0.2% | 0.4% | up+0.2pp |
| Adobe Analytics | 0.4% | 0.5% | up+0.1pp |
| Userpilot | 4.4% | 4.4% | no change0pp |
| June | 0.7% | 0.7% | no change0pp |
| Hotjar | 0.7% | 0.7% | no change0pp |
| Countly | 0.7% | 0.7% | no change0pp |
| Microsoft Clarity | 0.8% | 0.8% | no change0pp |
| Matomo | 0.8% | 0.8% | no change0pp |
| Mouseflow | 0.2% | 0.2% | no change0pp |
| Smartlook | 0% | 0% | no change0pp |
| Woopra | 0% | 0% | no change0pp |
| Amplitude | 16.7% | 16.4% | down−0.3pp |
| Mixpanel | 16.3% | 16% | down−0.3pp |
| UXCam | 1.3% | 0.9% | down−0.4pp |
| FullStory | 4.3% | 3.8% | down−0.5pp |
| LogRocket | 3.4% | 2.7% | down−0.7pp |
| Lucky Orange | 0.7% | 0% | down−0.7pp |
| Pendo | 9.2% | 8.4% | down−0.8pp |
| Gainsight PX | 4% | 3% | down−1pp |
Leaderboard
Brands mentioned in AI answers in the weekly run of Nov 3. Engines disagree on the leader: Amplitude, Mixpanel.
From audit to execution, Slate’s AEO team gets your brand into the answers buyers read.
Visibility score trend
Weekly runs over the last 60 days, top 8 brands. Click a name to hide or show its line.
Amplitude leads Product Analytics at 79.4%. Heap gained 9.1 points over 1 weekly run.
Prompts in Product Analytics
The buyer questions SlateIndex runs for this category every week.
Most cited sources
Where engines get their information when they answer Product Analytics prompts.
| Source | Type | Share of citations | Citations | Prompts |
|---|---|---|---|---|
| amplitude.com | Brand site | 69 | 24 | |
| mixpanel.com | Brand site | 51 | 25 | |
| posthog.com | Brand site | 30 | 20 | |
| g2.com | Review site | 25 | 11 | |
| toolradar.com | Web | 24 | 11 | |
| heap.io | Brand site | 21 | 17 | |
| userpilot.com | Brand site | 20 | 17 | |
| pendo.io | Brand site | 18 | 14 | |
| gainsight.com | Brand site | 14 | 12 | |
| softwarecompare.net | Web | 12 | 12 | |
| contentsquare.com | Brand site | 11 | 8 | |
| capterra.com | Review site | 9 | 6 | |
| fullstory.com | Brand site | 9 | 7 | |
| hackceleration.com | Web | 8 | 5 | |
| rankite.com | Web | 8 | 7 | |
| rework.com | Web | 8 | 5 | |
| dupple.com | Web | 7 | 6 | |
| gartner.com | Analyst | 6 | 3 | |
| reddit.com | Forum | 6 | 6 | |
| statsig.com | Brand site | 6 | 6 | |
| userinsight.ai | Web | 6 | 5 | |
| getpulsesignal.com | Web | 5 | 5 | |
| replug.io | Web | 5 | 5 | |
| citehawk.com | Web | 4 | 4 | |
| costbench.com | Web | 4 | 3 |
All vendors in Product Analytics
Every Product Analytics brand tracked by SlateIndex.
Compare the leaders
Product Analytics in AI answers: questions
Which Product Analytics software do AI assistants recommend most?
Amplitude, Mixpanel and PostHog are recommended most often. Amplitude leads with an AI visibility score of 79.4 and appears in 94% of answers (data of Nov 3, 2026).
Which Product Analytics tool do ChatGPT, Perplexity and Google AI Mode recommend?
ChatGPT puts Mixpanel first (83.9), Perplexity puts Amplitude first (79.3) and Google AI Mode puts Amplitude first (80.2).
Which sources do AI engines cite for Product Analytics?
amplitude.com (11.7%), mixpanel.com (8.6%) and posthog.com (5.1%) are cited most often in answers about Product Analytics.
How is the Product Analytics ranking calculated?
SlateIndex asks ChatGPT, Perplexity and Google AI Mode 30 Product Analytics buyer questions every week and scores each brand by how often and how high it appears in their answers. The methodology page has the formulas.
More in Analytics & BI
Cite as: SlateIndex, “Product Analytics AI visibility leaderboard”, https://slateindex.ai/category/product-analytics, data of Nov 3, 2026. Licence: CC BY 4.0.