How AI describes Heap
As of September 25, 2026, Heap appeared in 280 AI answers across 1 assistant, with strongly positive sentiment.
Auto-capture digital analytics platform. Below: what AI search surfaces actually say when buyers ask about heap.io.
Compiled by Lynceus from third-party AI answer data
Data refreshed September 25, 2026
Surfaces checked for this report: Google AI Overview (50 answers). Not checked: ChatGPT, Claude, Gemini and Perplexity.
Total mentions
280
across AI search surfaces
Sentiment
+0.93
Strongly positive
Surfaces seen
1
AI search surface
Coverage by model
Which LLMs talk about Heap most?
Notable prompts
The questions where Heap surfaces
- → "behavioral segmentation"
- → "behavioural segmentation"
- → "heap phone number"
- → "what are heat maps"
- → "heatmaps"
- → "pmf meaning"
Source coverage
Where the LLMs get their information about Heap
Heap's own domain is the most-cited source (51 citations) — meaning the LLMs are reading Heap's marketing pages and quoting them directly. That's a clean signal: own-content is the strongest lever to change how AI describes you.
What to do about it
How Heap can change how AI describes it
Heap already appears in AI answers, so the work is about prominence and accuracy — moving from "mentioned" to "recommended," and making sure the framing is the one Heap would choose. Three levers do most of the work:
- 01Be extractable. Publish answers to real Analytics buyer questions in clean, self-contained passages a retrieval layer can lift without guessing. See how to optimize for AI citation.
- 02Earn the right citations. AI assistants quote sources they trust. Getting onto the third-party roundups and reviews they already cite moves the needle more than on-site changes alone.
- 03Measure, don't guess. Track Heap's share of paragraph across assistants over time so you know which changes actually shifted the answer. See how to measure AI visibility.
How we measured this
The methodology behind this report
This report is built from AI search answers that mention or cite heap.io, pulled from a third-party index of AI answers. We count them by surface, record which sources each answer cites, and score how positively Heap is framed. Surfaces checked for this report: Google AI Overview (50 answers). Not checked: ChatGPT, Claude, Gemini and Perplexity. Until all four assistants are collected, read this page as a view of the surfaces named above, not of AI search as a whole.
A "mention" means the answer named Heap or cited a page on heap.io; sentiment is a keyword score of how positively the answer reads. The questions are the search queries that index holds for heap.io, not a prompt panel Lynceus wrote, so some are only loosely related to Analytics. Quotes appear only when at least 3 whole sentences from the data are about Heap. This snapshot was last refreshed September 25, 2026.
Source: DataForSEO LLM Mentions, a third-party index of AI search answers, retrieved September 25, 2026. Lynceus did not write or run the questions behind these answers.
Limitations
- Surfaces checked for this report: Google AI Overview (50 answers). Not checked: ChatGPT, Claude, Gemini and Perplexity.
- Sentiment is a keyword count over the answer text, not a human rating.
- This is one snapshot, not a trend. AI answers change between runs.
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