Review Insights AI – Complaints, Bugs & Feature Requests
Pricing
from $0.50 / 1,000 review analyseds
Turns customer reviews into ranked complaints, bugs, feature requests and praise, with share of reviews, trends, app versions and real quotes. Reads App Store reviews directly, and Amazon, Google Play, Google Maps or Trustpilot reviews from any scraper's dataset or a CSV.
You can access the Review Insights AI – Complaints, Bugs & Feature Requests programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.
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Dotted paths work (\"rating.value\")." }, "maxReviews": { "title": "Maximum reviews per product", "minimum": 1, "maximum": 10000, "type": "integer", "description": "The most recent reviews are kept. 1,000 reviews take about 3 minutes.", "default": 1000 }, "lastDays": { "title": "Only the last (days)", "minimum": 1, "type": "integer", "description": "Keep reviews published in the last N days." }, "publishedAfter": { "title": "Published after", "type": "string", "description": "Keep reviews published on or after this date." }, "maxTopicsPerType": { "title": "Topics per type", "minimum": 1, "maximum": 30, "type": "integer", "description": "Most-mentioned topics kept for each type (complaints, bugs, requests, praise).", "default": 10 }, "minMentions": { "title": "Minimum mentions", "minimum": 1, "maximum": 100, "type": "integer", "description": "A topic needs at least this many reviews.", "default": 2 }, "aiProvider": { "title": "AI", "enum": [ "none", "apify", "anthropic" ], "type": "string", "description": "Optional: an AI model turns each topic into a short title, a one-line summary and a suggested action, writes an executive summary and drops vague topics. 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