Public AI recommendation scan

Heap AI recommendation scan results

heap.ioauto-capture product analyticsScanned 21 days ago(2026-05-29)
Overall score
9.5/10
Held

9.5/10 overall — Heap is named in 19 of 20 buyer Conversations. Strong presence, with Amplitude as the closest rival named.

Per-Surface breakdown

Each Surface ran the same five buyer Conversations. The Score below is mentions out of total Conversations.

ChatGPT
5/5
5 of 5 Conversations named Heap
Issue: HeldNearest rival named: Mixpanel
Claude
4/5
4 of 5 Conversations named Heap
Issue: GenericTop competitor named in their place: PostHog
Perplexity
5/5
5 of 5 Conversations named Heap
Issue: HeldNearest rival named: Amplitude
Gemini
5/5
5 of 5 Conversations named Heap
Issue: HeldNearest rival named: Mixpanel

What this means

Each Conversation is a buyer question a real prospect in the auto-capture product analytics category could ask. We send the same question to each Surface (ChatGPT, Claude, Perplexity, Gemini) and check whether Heap is named in the answer.

An overall Score of 9.5/10 means Heap was named in roughly 19 of 20 total Conversations across the four Surfaces. The named villain in their category is Amplitude, which appeared in 17 of 20 Conversations. The Surface with the most Representation Issues is Claude.

Top buyer Conversations from this scan

A selection of the actual buyer questions and what each Surface answered. Prompts and responses are truncated for readability. The full raw JSON is linked at the bottom of this page.

  1. ClaudeHeap omitted

    Recommend a auto-capture product analytics tool for a YC-stage startup.

    # PostHog **Best fit for YC-stage startups** due to: ## Key Advantages - **Free tier**: 1M events/month free (plenty for early stage) - **Open source**: Self-host option if you want data control - **All-in-one**: Produc…

    Named in their place: Mixpanel, PostHog
  2. ChatGPTHeap named

    What is the best auto-capture product analytics platform for a B2B SaaS team?

    When selecting an auto-capture product analytics platform for a B2B SaaS team, it's important to consider factors such as ease of use, integration capabilities, scalability, and the specific features that align with you…

    Also named: Mixpanel, Amplitude
  3. PerplexityHeap named

    What is the best auto-capture product analytics platform for a B2B SaaS team?

    For a **B2B SaaS team specifically looking for auto-capture product analytics**, **Heap** is the strongest default choice because it automatically captures user interactions without manual event tagging and supports ret…

    Also named: Mixpanel, Amplitude
  4. GeminiHeap named

    What is the best auto-capture product analytics platform for a B2B SaaS team?

    Okay, let's break down the best auto-capture product analytics platforms for a B2B SaaS team. "Best" is subjective and depends on your specific needs, budget, and technical expertise. However, I can give you a strong li…

    Also named: Mixpanel, Amplitude
  5. ClaudeHeap omitted

    Recommend a auto-capture product analytics tool for a YC-stage startup.

    # PostHog **Best fit for YC-stage startups** due to: ## Key Advantages - **Free tier**: 1M events/month free (plenty for early stage) - **Open source**: Self-host option if you want data control - **All-in-one**: Produc…

    Named in their place: Mixpanel, PostHog

What can Heap do about this?

Bersyn diagnoses why a brand is omitted on each Surface and generates corrective Patches anchored to attested Product Identity. Two ways to start:

If you are Heap and want this page removed, email gissur@qualitas.is and we will take it down.

Other companies we have scanned in auto-capture product analytics