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Spot review complaint spikes for any app

A competitor's app just started getting review-bombed over the same bug - and their users are in the comments asking for alternatives. This example scans any App Store app's public reviews and flags which complaints just started spiking versus its own baseline. No LLM, no API key. Swap in the app IDs you want to watch.

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Pain Point Finder — App Store Review Spike Detector
Pain Point Finder — App Store Review Spike Detector0xgollum/pain-point-finder
App ID
Keyword
Version (recent)
Mentions (recent)
+5 fields
Text
Number
Boolean
List
Object

Input

App Store app IDs(required):284882215
App Store country code:us
Max review pages per app:10
Max star rating counted as negative:2
Min mentions in recent window:3
Recent window (days):7
Minimum spike ratio:2
Max pain points returned:25
Request timeout (seconds):30

Output fields

App ID
Keyword
Version (recent)
Mentions (recent)
Negative Reviews (recent)
Mentions (prior)
Negative Reviews (prior)
Spike x
Example Review

How it works

Sign up on Apify or log in

The Pain Point Finder — App Store Review Spike Detector Actor is ready to run with the inputs already set for "Spot review complaint spikes for any app". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Spot review complaint spikes for any app" task

The Pain Point Finder — App Store Review Spike Detector Actor will start running based on the input automatically. You can also change all the input fields, like app store app ids, app store country code, and more, to match your specific use case.

Receive the "Spot review complaint spikes for any app" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as app id, keyword, version (recent), and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Spot review complaint spikes for any app" task via API.

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