Firefox Add-on Reviews Scraper + Pain Analysis avatar

Firefox Add-on Reviews Scraper + Pain Analysis

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Firefox Add-on Reviews Scraper + Pain Analysis

Firefox Add-on Reviews Scraper + Pain Analysis

Scrape reviews for any Firefox add-on from addons.mozilla.org (no login) and get pain-point analysis of what users report. Uses the official AMO API.

Pricing

Pay per event

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Developer

Backyard Tools

Backyard Tools

Maintained by Community

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Bookmarked

2

Total users

1

Monthly active users

6 days ago

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Firefox Add-on Review Intelligence

**Firefox addon review** — Scrape reviews for any Firefox add-on from addons.mozilla.org via the official AMO API and find the pain points users report most. No login required.

Works against any add-on listed on addons.mozilla.org. Ships pain-point analysis on top of the raw review list, grouped by add-on version — so you can see exactly which release introduced new complaints.

What you get

  • Themes people complain about and request — lift-based method, not just word frequency
  • Per-version regression detection — which version's ratings dropped below the add-on's own baseline, a strong signal an update broke something
  • Trend — monthly review volume

How it works

Uses the official AMO (addons.mozilla.org) ratings API. Pass any add-on slug (e.g. ublock-origin).

Use Cases

  • Extension developers reading real complaints per version before shipping the next release
  • Spotting exactly which update broke something, from the version-grouped regression signal
  • Market research before building a competing extension — what users already complain about
  • Evaluating an add-on's health before recommending or bundling it

Pricing

Pay per event. You are charged per item collected and once per analysis you select. Deselect analyses you do not need.