Extract complete Google Play app data, including descriptions, ratings, reviews, installs, screenshots, versions, and developer info. Ideal for market research, competitor analysis, ASO, and dataset creation. Fast, reliable, and perfect for automated app intelligence.
⭐ Reviews collection repaired. The embedded review-request template is now located by its own
identifier and validated before use. Previously it was read from a fixed position that the store
has since moved, which returned zero reviews with no error for every app.
🔁 Review pagination repaired. The continuation token is now applied to the slot the store
actually reads, so page 2, 3, 4 … return genuinely new reviews. Previously every "next page"
silently returned page one again — correct row counts, duplicate rows.
🛒 In-app-purchase pricing is no longer discarded. New iapPriceRange (the localized range
string, e.g. $0.99 - $49.99 per item) plus parsed iapMinPrice, iapMaxPrice, iapCurrency
and a derived monetizationModel. offersIAP is unchanged.
🧭 Layout-shift hardening. App details and search results are located by data shape rather than
a fixed position, so a store layout change degrades instead of silently returning nothing.
🗣️ New language input — the listing language (title, summary, description, What's new) is now
selectable for every action instead of being fixed to English.
🌍 New country input for the app-URLs and similar-apps actions, which previously always used
the US storefront.
📲 Reviews now accept several app IDs in one run, matching the other three actions. With more
than one app listed, the record budget is shared evenly so every app is reached.
🕒 scrapedAt ISO-8601 timestamp added to every app and review record.
💬 comments (the preloaded reviews shown on an app page) works again; it had been returning
an empty list for every app.
↩️ hasDeveloperReply added to review records; the permanently-empty review title column was
removed.
🧹 Cleaner run log and cleaner column formats in both dataset views.
0.1 — Initial release
📱 Four actions: scrapeReviews, scrapeAppSearch, scrapeAppUrls, scrapeSimilarApps.
🔗 Bulk URL / ID input and bulk keyword input.
💾 Live streaming to the dataset + lastCursor resume for reviews.
