Who each engine recommends
Position of every brand named in the latest run.
| Brand | ChatGPT | Perplexity | AI Mode | Mention rate |
|---|---|---|---|---|
| AmplitudeTop pick | #1 | #3 | — | |
| Google Analytics | #5 | — | #1 | |
| Heap | #3 | #4 | — | |
| Userpilot | — | #1 | — | |
| FullStory | — | #2 | — | |
| Mixpanel | #2 | — | — | |
| Pendo | #4 | — | — | |
| Contentsquare | — | #5 | — | |
| PostHog | — | #6 | — | |
| LogRocket | — | #7 | — |
Mention rate over time
Share of engines naming each brand, weekly over the last 60 days (up to 8 brands).
Amplitude is named by 67% of engines today.
Responses
What each engine answered, and how the shortlist moved.
What is a product analytics tool, and when does a company need one? A product analytics tool is software that helps a company understand how people use its digital product, such as a website, mobile app, SaaS platform, or online service. It collects and analyzes user behavior data to help teams answer questions like: Which features do customers use most? Where do users drop off during onboarding? Why do customers stop using the product? Which actions lead users to become paying customers? Are…
- Amplitude — These use cases are consistent with the capabilities described in Amplitude's product analytics guide and Aha!'s product analytics guide. ↑ 1 vs last week
- Mixpanel — For example, Google Analytics is useful for understanding website traffic, while Amplitude and Mixpanel provide deeper insights into in-product behavior. ↓ 1 vs last week
- Heap
- Pendo
- Google Analytics — For example, Google Analytics is useful for understanding website traffic, while Amplitude and Mixpanel provide deeper insights into in-product behavior.
Dropped from this engine’s shortlist this week: Tableau
A product analytics tool is software that tracks and analyzes how people use a digital product—such as a website, mobile app, or SaaS platform. It records actions like sign-ups, clicks, feature usage, errors, and purchases, then helps teams study funnels, user journeys, cohorts, retention, and conversion. It differs from standard web analytics: web analytics primarily explains where visitors came from, while product analytics explains what users do inside the product and whether they keep…
What is a Product Analytics Tool? A product analytics tool is software that tracks, visualizes, and analyzes how users interact with a digital product (like a website, mobile app, or SaaS platform). Unlike general web analytics (which focus on top-of-funnel traffic, page views, and acquisition), product analytics focus on in-app behavior , measuring user engagement, feature adoption, retention, and conversion paths. Key features typically include: Event Tracking: Capturing specific user actions…
- Google Analytics — A company usually transitions from basic traffic trackers (like Google Analytics) to a dedicated product analytics tool when qualitative feedback and page-view metrics are no longer enough to answer how and why users… New this week
Dropped from this engine’s shortlist this week: Mixpanel, Amplitude, PostHog
Citations
Sources the engines cited for this prompt.
| Source | Type | Citations | Cited by |
|---|---|---|---|
| amplitude.com | Brand site · Amplitude | 5 | ChatGPT, Perplexity |
| heap.io | Brand site · Heap | 3 | ChatGPT, Perplexity |
| aha.io | Web | 1 | ChatGPT |
| anodot.com | Web | 1 | Perplexity |
| contentsquare.com | Brand site · Contentsquare | 1 | Perplexity |
| dovetail.com | Web | 1 | Perplexity |
| fullstory.com | Brand site · FullStory | 1 | Perplexity |
| logrocket.com | Brand site · LogRocket | 1 | Perplexity |
| mixpanel.com | Brand site · Mixpanel | 1 | ChatGPT |
| pendo.io | Brand site · Pendo | 1 | ChatGPT |
| posthog.com | Brand site · PostHog | 1 | Perplexity |
| techtarget.com | Web | 1 | ChatGPT |
| userpilot.com | Brand site · Userpilot | 1 | Perplexity |