Reviews & Community
The Reviews & Community pillar tracks customer reviews, ratings, and sentiment across G2, Reddit, Hacker News, Product Hunt, and app store listings.
The Reviews & Community pillar tells you what customers and the market say back. This is the uncontrolled voice: real users sharing real experiences on platforms the company cannot edit.
The Reviews & Community pillar has seven sub-tabs: Overview, Review platforms, Reddit, HackerNews, Product Hunt, Community forums, and Social mentions.
What it watches
- Customer reviews: G2, Capterra, Trustpilot, and app store reviews with rating trends
- Rating trends: how scores change over time and whether product updates impact them
- Community sentiment: Reddit discussions, Hacker News threads, and organic mentions
- Product Hunt activity: launch history, upvotes, community reception
- Social mentions: unprompted organic mentions across platforms (distinct from the company's own posts)
- Complaint and praise themes: recurring topics surfaced across all review sources
Sub-tabs
Overview
A cross-platform sentiment summary showing aggregate ratings, review volume trends, and community pulse across all monitored sources.
Review platforms
Shows G2, Capterra, Trustpilot, and app store ratings with trend analysis. Rating drops after a product update or pricing change reveal immediate market reaction.
Tracks Reddit discussions, mentions, and sentiment about the company. Reddit threads often surface unfiltered user frustrations weeks before they appear in formal reviews.
HackerNews
Monitors Hacker News threads, comments, and community perception. HN discussions tend to focus on technical depth and are a leading indicator of developer sentiment.
Product Hunt
Shows launch history, upvotes, comments, star ratings, and AI-generated insight summaries for each launch. Reveals how the product community receives new releases.
Community forums
Tracks discussions on community forums, Discord servers, and other community platforms where users share experiences and ask questions.
Social mentions
Surfaces organic mentions and community discussions across social platforms. Unlike the Social Media pillar (which watches the company's own posts), this captures what others say about them unprompted.
Example Intel
- G2 rating drifted down citing missing enterprise features, revealing an upmarket vulnerability (magnitude: High)
- New Reddit complaint theme around pricing after a recent increase, signaling market pushback (magnitude: Medium)
- Product Hunt launch generated 500+ upvotes and positive community reception (magnitude: Medium)
- App store reviews turned negative after latest version update, indicating a possible quality regression (magnitude: High)
- Hacker News thread about the company's API deprecation reached front page (magnitude: Medium)
- Positive sentiment surge on Reddit after a feature release that addressed a long-standing complaint (magnitude: Low)
What is not in this pillar
| Signal type | Where to find it |
|---|---|
| Company's own social posts | Social Media |
| Employee Glassdoor reviews | People & Hiring |
| Press articles and journalist coverage | News & Media |
| Company blog responses to feedback | Website |
A company with dropping review sentiment (Reviews) while actively hiring in Sales (People) may be compensating for product issues with sales effort. That pattern is worth investigating, especially if their pricing is also increasing (Business & Finance).