Reviews & Community

Documentation Index

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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. The Product Hunt tab shows audience context notes, stats (Total launches, #1 rankings, Avg upvotes, Avg rating), and a Launch history table with upvotes, comments, star ratings, and AI-generated insight summaries for each launch.

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What it tracks

• Review platforms: G2, Capterra, Trustpilot, app store reviews (platform varies by company type)
• Rating trends: how scores change over time and whether version releases impact them
• Reddit, Hacker News, Product Hunt: community discussions and organic mentions
• Complaint and praise themes: recurring topics across reviews
• Community pulse: viral third-party moments, organic advocacy or backlash

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Sub-tabs

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Overview

A cross-platform sentiment summary showing aggregate ratings, review volume trends, and community pulse.

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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.

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Reddit

Tracks Reddit discussions, mentions, and sentiment about the company. Reddit threads often surface unfiltered user frustrations weeks before they appear in formal reviews.

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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.

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Social mentions

Surfaces organic mentions and community discussions across social platforms. Unlike the Social Media pillar (which tracks the company’s own posts), this captures what others say about them unprompted.

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Example Intel

• New Reddit complaint theme around pricing after a recent increase, serving as a market pushback signal
• G2 rating drifted down citing missing enterprise features, revealing a vulnerability in the upmarket segment
• Product Hunt launch generated 500+ upvotes and positive community reception
• App store reviews turned negative after latest version update, suggesting a possible quality regression

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What is not in this pillar

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What’s next