App Vulture
Find app market gaps through user reviews
40 followers
Find app market gaps through user reviews
40 followers
Your competitors' users are telling you exactly what to build, in their reviews. AppVulture uses AI to analyze reviews across thousands of iOS and Google Play apps, surfacing the complaints and feature requests competitors miss. Plus competitor keyword analysis, rank tracking, download & revenue estimates, and ASO keyword research, all in one tool.
Hey! I'm Bruce, a data nerd with analysis paralysis who couldn't pick an app idea without hard metrics to back it up.
The problem: every market intelligence tool that could tell me what users actually wanted was hundreds to thousands of dollars per month. That's a non-starter when you're still validating whether an idea is worth building.
So I built my own. App Vulture uses AI to analyze reviews across thousands of apps, surfacing the complaints and feature requests competitors miss, the market gaps hiding in plain sight.
What started as a review analysis tool grew into a full ASO research platform: competitor keyword spy, rank tracking, keyword research, and download/revenue estimates.
The goal: enterprise-grade app intelligence, priced for indie devs and small teams.
Would love your feedback, what features would make this most useful for your workflow?
@bruce_garro it’s crazy how much gold is hidden in negative reviews. people literally tell you what they’ll pay for, but nobody has time to read 5,000 comments manually. love that this automates that.
Looks good ..
"Competitors miss" is doing a lot of work in that sentence. Are you surfacing complaints that got low helpful votes and never got traction, or just aggregating the high-volume ones that any developer could read themselves? The interesting gaps are usually the ones buried in 2-star reviews with 3 upvotes that nobody bothered to respond to.
Hi @sounak_bhattacharya thanks for checking out the app! Our reviews product is useful for those that want to quantify review-based metrics for an app. You can use this data to quantify that X pain point is 4x more prevalent that pain point Y. I agree with you that a diligent app owner will be reading their own reviews and already knowing some of these insights, but they might also like to see these metrics across multiple competitors and across their market niche. Imagine if you're seeing common complaints and feature requests within the same domain; this can help you know what to prioritize and build first.