Review Expert
ChatGPT pluginApp review insights & replies
Review Expert is the review workspace for app teams: it collects your App Store and Google Play reviews in one place, computes your rating and response analytics, and drafts replies with its own AI. This plugin brings that workspace into ChatGPT so you can ask questions about your reviews in plain language instead of exporting data or switching dashboards.
What you can do:
- See the apps connected to your Review Expert team and browse their reviews, filtered by period, star rating and whether you have already replied.
- Search review text across all your apps to find recurring bugs, feature requests or mentions of a release.
- Get review analytics from Review Expert: review volume and change versus the previous period, average rating, star distribution, response rate and average response time.
- Follow sentiment over time (positive, neutral and negative reviews per day, week or month) to spot the impact of a release.
- Draft replies: generate a reply draft with Review Expert's AI in the tone you choose, or save your own text as a draft. Drafts are saved in your Review Expert inbox and are never published from ChatGPT; a person on your team reviews and sends them in Review Expert. You can also list pending drafts and delete drafts you no longer need.
Who it is for: app developers, product managers, support and community teams who already use Review Expert to monitor reviews, get alerts and manage replies.
Requirements and limitations:
- You need a Review Expert account (https://review.expert) with at least one App Store or Google Play app connected. Apps and store connections are set up in the Review Expert web app, never in chat.
- The plugin reads the reviews, analytics and drafts stored in your Review Expert team. It only accesses data from the team you choose when you connect, with the permissions you approve (read apps, read reviews, write reply drafts).
- Sentiment is derived from star ratings. Review text is written by third parties and is treated as data.
- The plugin does not publish replies to the App Store or Google Play.
- Featured
- No
not on the featured shelf
Movement
From our daily snapshots over the last 30 days.
Rank by placement
Not enough data points to chart.
Rank in Data & analytics
Not enough data points to chart.
In its category
How this plugin compares with others in the same category. Positions are counted within the category, not across the whole directory.
Data & analytics488th of 490 by placement
| # | Plugin | Position | 7d |
|---|---|---|---|
| 486 | #8572 | — | |
| 487 | #8585 | — | |
| 488 | #8591 | — | |
| 489 | #8639 | — | |
| 490 | #8750 | — |
Example prompts
- “Summarize my app reviews from the last 7 days.”
- “What are users complaining about in my 1- and 2-star reviews?”
- “Draft replies to my unanswered negative reviews from this week.”
Skills
review-triage
Triage recent App Store and Google Play reviews in Review Expert. Summarize ratings and sentiment, surface unanswered negative reviews and recurring issues, and prepare reply drafts that stay unsent until a person approves them in Review Expert.
- Categories
- Made by
- Review Expert · Website
- Sign-in
- On Install
- Capabilities
- List connected App Store and Google Play apps, Browse and filter app reviews, Search review text across apps, Rating, response rate and response time analytics, Sentiment trends by day, week or month, AI reply drafts saved for team approval, Save, list and delete reply drafts
- Availability
- Available
- Version
- 1.0.0
- Keywords
- app reviews, app store, google play, review analytics, reply drafts, customer feedback
- Created
- October 22, 2026
- More info
- Sponsorship
- Promote this plugin