Part A — Verdict
Overall AI presence
Not yet recommendedTested 5 prompts across 10 AI answers. Your brand appeared in 0 answers.
Recommendation share 0% · estimated range 0–28% · small sample, directional signal
Broad category — product analytics
Not recommended in any of the 10 answers generated for broad product analytics prompts.
Niche category
Not tested this run. Recommended as the next measurement.
Strategic summary
logrocket.com did not appear in the tested product analytics prompts. This does not prove the site is invisible in its niche — it shows AI assistants currently recommend broader, better-known product analytics resources instead when users ask generic questions.
Part B — Evidence
The evidence behind the verdict
What we asked, what each AI answered, and who it named instead. Every number below traces to the 10 answers we generated for this report — the full answers are in the heatmap underneath.
Across 10 AI answers to 5 buyer-intent prompts, logrocket.com was recommended in 0 of them.
That covers the broad category we tested — product analytics. Only this one broad category was measured this run; see "Scope of this test" below.
Recommendation share 0% · estimated 95% range 0–28% · small sample, directional signal
Prompts tested
5 prompts · 10 answersWe asked each of these on ChatGPT and Claude — the exact questions, shown in full below.
Recommended instead
22 namedIn all 10 answers, AI assistants named these product analytics resources in place of logrocket.com, ranked by how many answers cited each.
+16 more named
Sample response
Excerpt — full answers open in the heatmap below.Why it scored this way: The response does not include any mention of logrocket.com, resulting in a score of 0 for overall quality. It provides a comprehensive list of other analytics tools but fails to address the target brand.
logrocket.com does not appear in this answer.
Scope of this test
Broad category — product analytics
Not recommended in any of the 10 answers generated for broad product analytics prompts.
Niche category
Not tested this run. Recommended as the next measurement.
We tested the broad category — “product analytics”— because it is the most contested place to appear and the hardest first test to pass: the generic questions a buyer asks before they’ve named a specific tool. So the 0% above is a precise, limited finding about that broad category only. It does notprove the site is invisible in its own narrower niche — only the broad category was measured this run. A follow-up run should test prompts specific to the site’s real category.
Tested = measured on real AI answers this run. Not tested = no answer was generated, so no score is claimed.
All 10 answers are in the heatmap below — click any cell to read the full response.
Part C — Diagnosis
Diagnosis
Why AI assistants are underrepresenting your brand
AI assistants rarely recommend or mention your brand when users ask generic questions about your category.
Appeared in 0 of 10 generated answers (0% recommendation share).
Competitors are recommended in answers where your brand was absent. Assistants surfaced these named alternatives for questions where your brand did not appear.
Recommended instead of you in 10 answers: Mixpanel, Amplitude, Heap.
This report tested broad "product analytics" questions. Assistants may recommend you more (or less) for the narrower niche you actually compete in — we have not measured that yet. Treat this score as your standing in the wide category, not proof of how you rank inside your specialty.
All 10 answers came from broad "product analytics" prompts. No niche-specific prompts were run in this report.
How each AI sees you.
Different platforms have different knowledge bases. Improving one often lifts the others.
ChatGPT
ChatGPT recommended Mixpanel and Amplitude, among others instead of you.
Claude
Claude recommended Mixpanel and Amplitude, among others instead of you.
Visibility Heatmap
How well does each AI platform know you across different prompt types?
| Prompt Type | ChatGPT | Claude |
|---|---|---|
Direct Recommendation What are the best product analytics options available right now? | 0 | 0 |
Problem Solution I need a product analytics solution. What do you recommend? | 0 | 0 |
Comparison Request Can you compare the top 5 product analytics options for me? | 0 | 0 |
Beginner Guidance I'm new to product analytics. Where should I start? | 0 | 0 |
Budget Constrained What's the best product analytics for someone on a budget? | 0 | 0 |
See exactly how your score was built
The per-prompt math behind your score — which prompts moved it, and by how much.
- Full per-prompt contribution breakdown
- Weekly remeasurement across both assistants
- CSV / PDF export of the full table
Flat monthly price. Cancel anytime. Your current report is saved.
Unlock the full competitive breakdown
Mention quality, ranking, share of voice, statistical confidence and competitive positioning — with 95% confidence intervals.
- Full 5-section competitive breakdown with confidence intervals
- Weekly remeasurement + proof of before/after share
- PDF / CSV export
Flat monthly price. Cancel anytime. Your current report is saved.
3 fixes, ranked by expected impact.
Built from the answers we captured — what assistants recommended instead, and the page format they cite when they do. Each fix names where it goes and why it earns the recommendation.
Your top fix is written out in full below. The rest are scoped and prioritized here; Pro opens the exact copy and placement for each.
Add a homepage positioning line
High impact2 minutesChatGPT recommended Mixpanel instead of logrocket.com when asked "What are the best product analytics options available right now?". Assistants pull the name they can most clearly match to that question — the fixes below give logrocket.com that match for "product analytics".
Mixpanel appears here instead.
“As of October 2023, there are several robust product analytics tools available that cater to different needs and use cases. Here are some of the best ...”
Where: Homepage — first sentence, above the fold
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Name your category in the page title and H1
Medium impact3 minutesChatGPT recommended Google Analytics instead of logrocket.com when asked "What's the best product analytics for someone on a budget?". Assistants pull the name they can most clearly match to that question — the fixes below give logrocket.com that match for "product analytics".
Google Analytics appears here instead.
“If you're on a budget and looking for product analytics tools, there are several options that offer great features without breaking the bank. Here are...”
Exact copy to paste + where it goes
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Publish a comparison page vs the named alternatives
Supporting5 minutesChatGPT recommended Mixpanel instead of logrocket.com when asked "Can you compare the top 5 product analytics options for me?". Assistants pull the name they can most clearly match to that question — the fixes below give logrocket.com that match for "product analytics".
Mixpanel appears here instead.
“Certainly! Here’s a comparison of five popular product analytics tools: **Mixpanel**, **Amplitude**, **Heap**, **Google Analytics**, and **Pendo**. Ea...”
Exact copy to paste + where it goes
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Every Monday: your highest-priority fixes, ranked — and proof of whether each one moved your recommendation share.
Get every fix written out — and watch each one move your share.
Every fix comes with paste-ready copy and exact placement. Then we re-run all your prompts across ChatGPT and Claude each week and show you which fixes actually moved your recommendation share — proof, not a dashboard.
Flat $99/month · cancel anytime · remeasured weekly.