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Review Aggregator - Trustpilot and App Store in One Schema

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Every review for a business or app in one schema, newest first: rating, text, author, date, and whether the owner replied, across Trustpilot and the Apple App Store.

Pricing

from $5.00 / 1,000 results

Rating

0.0

(0)

Developer

alaudin burki

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a day ago

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Review Aggregator — Trustpilot and App Store in One Schema

Every review for a business or app in one schema, newest first — rating, text, author, date, and whether the owner replied — across Trustpilot and the Apple App Store.

The merge is the product. A business's reputation is split across a review site and the app stores, and every incumbent covers exactly one platform: the biggest Trustpilot actor returns Trustpilot only, the biggest app-store actor returns app stores only. Nobody returns both.

What you get

Default dataset — one row per review

Field	Description
`id`	`trustpilot:<domain>:<id>` or `apple:<appId>:<id>`
`platform`	`trustpilot` or `apple`
`subject`	The domain or app
`rating`	1–5
`title`, `body`, `author`	As published
`publishedAt`	ISO timestamp
`ownerReplied`	`true` / `false` on Trustpilot; `null` on Apple, which carries no reply field
`version`	iOS version, Apple only
`url`, `scrapedAt`	Link and read time

Dataset reputation — one row per subject

reviews, negative, positive, averageRating, ownerReplied, answerableReviews, unanswered, and unansweredNegative — the count of one-and-two-star reviews nobody answered.

Sample output

apple:WhatsApp Messenger — 100 reviews
trustpilot:www.amazon.com — 15 reviews, 0 replied
75 reviews across 2 subject(s); 0 problem(s)

Default input

Runs with no editing: www.amazon.com on Trustpilot and WhatsApp Messenger on the App Store.

Limitations — read before buying

Trustpilot needs a browser, so this Actor runs on the Playwright image and is slower than a plain-HTTP scraper. That is unavoidable: a plain request returns HTTP 403 and the review cards only exist after JavaScript runs.
Apple's public feed carries no developer reply, so ownerReplied is null there and Apple reviews are excluded from unanswered rather than being counted as ignored customers. The summary reports answerableReviews so you can see the denominator.
Not included: Google Maps and Google Play are JavaScript applications whose reviews come from signed internal calls; Yelp returns 403 even to a browser session, Facebook Pages and the Meta Ad Library return 403. They are absent, not approximated.
unansweredNegative is a reply signal, not satisfaction. A business may answer every review politely and still be terrible.
One review per card; Trustpilot shows a page at a time, so deep history needs repeated runs.

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