across ChatGPT, Claude, Perplexity, Google AI Overviews
ChatGPT
6.0
15/15 answered
Claude
16.7
15/15 answered
Perplexity
22.7
15/15 answered
Google AI Overviews
33.3
12/15 answered
AI Overview appeared on 12/15 searches
Share of voice
Amplitude34%Seen in 74% of answers · cited 39%
Mixpanel22%Seen in 68% of answers · cited 16%
Pendo18%Seen in 56% of answers · cited 20%
FullStory16%Seen in 47% of answers · cited 22%
Heap (you)11%Seen in 47% of answers · cited 3%
Prompts you're losing
“How can product analytics help identify user friction and growth opportunities?”0.0
“Amplitude vs Mixpanel: which product analytics tool is better for tracking user journeys?”0.0
“Pendo vs Amplitude for improving feature adoption and activation”0.0
“Mixpanel vs FullStory for product analytics and session replay analysis”0.0
“How do companies use product analytics to understand why users churn?”0.0
Every question, every engine
15 questions · 57 answers · you appear in 27 · Amplitude in 42
“What are the best product analytics tools for understanding end-to-end user journeys?”ChatGPT: absentClaude: absentPerplexity: named youGoogle AI Overviews: named you
“Which product analytics platforms are best for increasing conversion and user activation?”ChatGPT: named youClaude: absentPerplexity: named youGoogle AI Overviews: named you
“Product analytics tools for improving feature adoption in SaaS applications”ChatGPT: absentClaude: named youPerplexity: named youGoogle AI Overviews: named you
“What is the best product analytics software for increasing customer retention?”ChatGPT: absentClaude: absentPerplexity: named youGoogle AI Overviews: named you
“How can product analytics help identify user friction and growth opportunities?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: no answer
“What are the top product analytics platforms in 2026?”ChatGPT: named youClaude: named youPerplexity: named youGoogle AI Overviews: named you
“Amplitude vs Mixpanel: which product analytics tool is better for tracking user journeys?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: absent
“Pendo vs Amplitude for improving feature adoption and activation”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: absent
“Mixpanel vs FullStory for product analytics and session replay analysis”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: absent
“What product analytics tools combine funnel analysis, retention insights, and session replays?”ChatGPT: absentClaude: named youPerplexity: named youGoogle AI Overviews: named you
“Best product analytics software for analyzing conversion funnels and onboarding drop-off”ChatGPT: absentClaude: named youPerplexity: named youGoogle AI Overviews: named you
“How do companies use product analytics to understand why users churn?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: no answer
“What should I look for in a product analytics platform for identifying friction in the user experience?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: no answer
“Which tools are best for connecting session replay data with product usage analytics?”ChatGPT: absentClaude: cited youPerplexity: named youGoogle AI Overviews: named you
“What are the best alternatives to Amplitude, Mixpanel, Pendo, and FullStory for product analytics?”ChatGPT: named youClaude: named youPerplexity: named youGoogle AI Overviews: cited you
Your top fixes
Publish a comparison page targeting “How can product analytics help identify user friction and growth opportunities?”
Page outline, headings, and JSON-LD schema tuned to win this prompt. Included in the full fix plan.
Add an FAQ block answering “Amplitude vs Mixpanel: which product analytics tool is better for tracking user journeys?”
Copy-ready FAQ with FAQPage JSON-LD markup. Included in the full fix plan.
Ship an llms.txt so AI engines describe Heap accurately
A generated llms.txt tailored to your product and use cases. Included in the full fix plan.