Insightly

Insightly is an AI screen analyzer tool. Paste an App Store or Google Play link and Insightly reads roughly a hundred or more reviews to produce a report on user pain points, requested features, and product opportunities.

Insightly is a research tool that turns public app store reviews into a structured opportunity report. You supply an App Store or Google Play link, or simply type the name of the app you want to study, and the service reads a batch of reviews and returns an analysis covering user complaints, requested features, and gaps a builder could turn into a product. Each report draws on roughly 100 or more reviews, and the site states that it holds more than 2,800 public reports for browsing. The output is aimed at people deciding what to build next rather than at teams monitoring their own app's reputation. Indie developers, product managers, and founders looking for a defensible niche can use a competitor's one-star reviews as a source of validated demand instead of spending weeks reading threads by hand. The product frames the work around three jobs: cutting research time, checking whether a feature idea answers a real problem, and tracking unmet needs inside a category. In practice the flow is short. You paste a store link, Insightly checks whether a report already exists, and if it does you get the analysis instantly. The published reports show the review star distribution for the app alongside the AI summary, so you can see how much of the sample was negative. Starter credit is described as a one-time $1 purchase covering up to five datasets, with a monthly Pro tier and an unlimited tier for heavier use. Pricing is labelled beta, which suggests the plans may still move. Compared with general-purpose chat assistants that can summarise review text, Insightly standardises the analysis and keeps a browsable library of past reports, which shortens the path from curiosity about a niche to a written set of opportunities. It is narrower in scope, though: the value depends on store review volume, so apps with thin feedback produce thin reports.