Thunderdome B2B SaaS AI Visibility Index

← Product Analytics ranking

Brand report · September 2026

Heap Heap: AI Visibility Report

heap.io ↗

When buyers ask ChatGPT, Claude, and Gemini about product analytics, Heap ranks #4 of 15, a Visibility Score of 37 in Product Analytics (and appears in 2 categories of the index).

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees Heap

Present across two categories, leading neither.

Where it wins. Heap holds rank 4 in Product Analytics with a 52.8% mention rate, making it a reliable mid-tier presence in broad discovery queries, especially under 'Best overall' framing.

Where it loses. Session Replay is a different story: rank 10 with a 20.8% mention rate, and the models drop Heap entirely when buyers ask about startups, feature-led workflows, or budget alternatives, which are exactly the moments a challenger brand needs to show up.

AI-generated analysis of the September 2026 measurements.

On message

How Heap positions itself vs how AI ranks it

Heap claims Product Analytics and the models back it: #4 of 15 there.

The pitch

"the only digital insights platform that shows everything users do on your site, revealing the 'unknown unknowns' that stay invisible with other tools"

Positions in Product Analytics
What AI actually says
In Product Analytics #4 of 15, claim holds

Homepage self-messaging · September 2026 ranking · the biggest gaps across the index →

Product Analytics · #4 of 15

37 / 100 flat vs last month
53%
mention rate (72 answers)
4
avg. position
0%
first pick
8%
share of voice
37.1Jul 2026Jul 2026: 37.135.7Aug 2026Aug 2026: 35.736.8Sep 2026Sep 2026: 36.8
ChatGPT
43
Claude
53
Gemini
15

One of the index's bigger model splits: see where the models disagree →

How the models portray Heap

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

13% 50% 37%
endorsed · 95% band 6–27% listed caveated graded across 38 mentions in Product Analytics answers
Prompt themes Heap would want to own

Share of each theme's answers that mention Heap. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Most co-mentioned competitors

Share of Heap's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Mixpanel
100%
Amplitude
95%
PostHog
95%
FullStory
42%
Pendo
37%
Google Analytics
18%

Scores are measured from real AI answers, refreshed monthly. Methodology.

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