Real examples with the stored reasons/explanations.
Amplitude · 2026-03-31
Gist: The user values Amplitude Analytics for its ease of use, clean interface, and accurate cross-platform data visualization. The main drawback is that some workflows still feel manual, though the user expects to adapt over time.
Signal reason: The user mentions the product can be a little manual, indicating mild friction.
Source
Contentsquare · 2026-03-18
Gist: The user likes the product’s ease of navigation and zoning analysis for spotting page improvements. They are frustrated that funnel journey analysis is unclear and the AI agent gives inconsistent information.
Signal reason: The user reports unclear funnel analysis and inconsistent AI responses, indicating a negative experience.
Source
Amplitude · 2026-03-17
Gist: The product is valued for a fast, visually clear analytics interface that makes data easier to read than Tableau. However, it has a steep learning curve and feels unintuitive.
Signal reason: The user reports a steep learning curve and says it is not very intuitive.
Source
Contentsquare · 2026-03-17
Gist: The user likes the tool’s ease of use, speed, and quick access to on-page metrics through the browser extension. They also report masking limits visibility on journeys, making details hard to interpret without deep prior knowledge.
Signal reason: The user reports that masking prevents seeing details and makes journey analysis difficult.
Source
Mixpanel · 2026-03-17
Gist: The product is easy to use and organizes data in a way non-technical users can access. Some graph creation and event loading feel slow, but it helps a PM track feature usage and support product decisions.
Signal reason: The user reports long loading times when creating graphs and loading events.
Source
Fathom · 2026-03-17
Gist: The user values automatic to-do creation and immediate email delivery, which makes meeting follow-up easy and helps them stay focused during calls. The main drawback is occasional slow loading as Zoom starts.
Signal reason: Mentions occasional slow loading as Zoom starts, indicating a performance issue.
Source