Public feedback, kept in context
Turn scattered public feedback into structured data you can trace.
Capture public comments and reviews from the pages you choose, keep source and reply context intact, and export structured data locally.
User initiated · 1–100 records per task · Excel, CSV, JSON · Local by default
What you can do
A focused workflow for collecting public feedback.
Keep main comments and replies distinct
Export Excel, CSV, or JSON
Save results to local history by default
Keep partial results if a page stops loading
Platforms
Public feedback across 17 sources.
Capture public reviews and discussions across social platforms, communities, app and game stores, commerce, travel, and review sites.
Social & Community
Public conversations from videos, posts, threads, and communities.
- YouTube
- TikTok
- X
- Bilibili
- Douyin
- Xiaohongshu
App & Game Reviews
Product reviews with ratings or recommendation fields.
- Google Play
- Steam
Commerce & Review Sites
Product, place, travel, and business reviews from public listing pages.
- Amazon
- Trustpilot
- Tripadvisor
- Google Maps
- Ctrip
- Booking
How it works
From a live page to files you can use.
Open the page
Choose the public review, video, post, or thread you want to study.
Set the task
Choose 1–100 total records and include replies when the source supports them.
Collect the page
Records are saved as the page loads. The task stops if the platform blocks access or stops returning results.
Export locally
Download Excel, CSV, or JSON, or reopen the result from local history.
Privacy
Your feedback stays separate from diagnostics.
Anonymous technical diagnostics do not include comment text, authors, full source URLs, exports, Cookies, DOM, or screenshots.
Local by default
- No raw Cookie collection
- No comment text in diagnostics
- No author or full URL in diagnostics
- Diagnostics require explicit consent
- Extraction still works when diagnostics are off
What's next
Connect feedback to products and track changes over time.
The roadmap adds product matching, consistent fields across sources, and release comparisons. These features are planned for later versions.
- Match reviews and discussions to the right product
- Use consistent fields across different sources
- Compare feedback across versions and releases
- Optional research workspaces with separate consent
Insights
Practical guides for working with public feedback.
Collecting feedback · 6 min
Why Main Comments and Replies Need Different Fields
A total count cannot show who started a discussion, who replied, or how the conversation is structured.
Read article →Privacy & trust · 5 min
Export Public Comments Without Sharing Login Cookies
A local current-page workflow can collect public feedback without asking for browser cookies or account credentials.
Read article →Choosing sources · 7 min
App Store Reviews and Social Discussions Answer Different Questions
Choose sources based on the question you need to answer, then keep each source's fields and context intact.
Read article →Chrome extension · Coming soon
Start with the public page you choose.
See the four-step workflow and supported platforms.