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App Review Intelligence — Bugs & Churn Signals

Name: App Review Intelligence — Bugs & Churn Signals
Price: 50 USD

Try for free

Analyze Google Play and Apple App Store reviews for recurring bugs, feature requests, churn signals, release regressions, competitor mentions, app health, and prioritized product actions—without an external AI key.

Pricing

from $50.00 / 1,000 app intelligence reports

Rating

0.0

(0)

Developer

Matias Lencina

Actor stats

Bookmarked

Total users

Monthly active users

20 hours ago

Last modified

Categories

Developer tools

Automation

Apps to analyze

targets

Required

Google Play package IDs or URLs, Apple App Store URLs, or numeric Apple app IDs. Prefixes google: and ios: are also supported.

Type:string[]

Default:

[
  "com.spotify.music",
  "https://apps.apple.com/us/app/notion/id1232780281"
]

Storefront countries

countries

Optional

Two-letter storefront country codes. Each app-country pair becomes one analysis row.

Type:string[]

Default:

[
  "us"
]

Google Play review language

googlePlayLanguage

Optional

Two-letter language code used when reading Google Play reviews.

Type:string

Default:en

Maximum reviews per app / country

maxReviewsPerApp

Optional

Maximum number of recent reviews analyzed for each app and storefront. Apple public feeds cap at roughly 500 per country.

Type:integer

Minimum:20

Maximum:500

Default:200

Review lookback window (days)

lookbackDays

Optional

Only reviews inside this age window are used for the main intelligence analysis. Use 0 to disable the date filter.

Type:integer

Minimum:0

Maximum:3650

Default:90

Minimum issue mentions

minIssueMentions

Optional

Minimum number of matching low-rated reviews required for an issue cluster to appear in topIssues.

Type:integer

Minimum:1

Maximum:50

Default:2

Competitor names to watch

competitorKeywords

Optional

Optional competitor names or product keywords to detect inside review text.

Type:string[]

Default:

[]

Extra keywords to watch

watchKeywords

Optional

Optional product-specific words or features whose review mentions you want counted.

Type:string[]

Default:

[]

Include short evidence snippets

includeEvidence

Optional

Include a few short review snippets behind issue, churn, feature, and keyword findings.

Type:boolean

Default:true

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