App Store Reviews and Social Discussions Answer Different Questions

Choose sources based on your question

App store reviews and social discussions both contain product feedback, but people write them in different situations. Store reviews usually include a rating or recommendation for a specific listing. Social discussions form around a post, video, thread, creator, or event. Those settings shape what people say and which fields are available.

What rated reviews are useful for

Google Play and Steam reviews work well when your question is closely tied to a listed product or release.

• ratings or recommendation patterns;
• release reactions when the page shows them;
• recurring problems in an installed product;
• developer replies when they are available.

What public discussions add

TikTok, YouTube, Reddit, and Instagram show conversations that do not fit a store review form.

• why a topic is getting attention;
• how people describe a workflow in their own words;
• questions and objections inside replies;
• comparisons made around a creator, post, or community.

Keep source types separate at first

The same product name can point to different listings, editions, regions, or unrelated products. Before combining sources, a team needs to confirm that each page refers to the same product and keep the fields that are specific to each source. Product matching and comparisons over time are on the FeedbackMosaic roadmap; the current extension focuses on collecting and exporting the page you choose.

A practical starting point

A small product team can begin with a short process:

• write down the product question;
• choose one store source and one discussion source that cover different parts of it;
• collect each page with its source and reply context;
• review the two source types separately;
• note anything that was unavailable or partial.