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Research · Free · No signup

App Review Research Desk

Your users already wrote the brief.

Organize imported app reviews into traceable themes, customer language and practical ASO research actions.

Crumpled app review notes connect to organized theme folders with red threads, illustrating the app review research tool.
Gabriel Machuret wearing an ASO Guru T-shirt, listening through a headset with a notebook and pen.
Research with GabrielThemes linked to their source reviews
01 · BringReviews you have collected
02 · MakeThemes linked to their source reviews
03 · KeepExport the result. Own the next step.

Your workbench

Turn reviews into a better brief.

Need an example? ↓

Research project · Saved in this browser. Export a backup to use it elsewhere.

Opening your local research workspace…

Worked example · illustrative

Evidence first. Spreadsheet second.

Three sampled reviews say they love remembering where a hike happened, while two mention difficult photo uploads.

Gabriel’s take

Separate the memory benefit from the upload friction. Keep the sample and source attached to each observation.

Try it on your app

Load the fictional research example or import your own source material. Keep observations, interpretations and decisions separate; export the handover and project backup when ready.

Back to the tool ↑

Know what the result means.

What this tool checks—and what it doesn’t

The workspace organizes user-supplied evidence. It does not fetch live reviews, estimate search volume or predict keyword rankings.

Where does my work go?

Text and images are processed in your browser. Research tools share a locally saved research project; listing tools share a separate listing project. Other text tools save drafts on this device when browser storage is available; the screenshot checker keeps files in memory only. Clearing browser storage can erase saved projects. Export important work.

Can Gabriel review the result?

Yes. Contact Gabriel with your listing and question to discuss the scope. Tool use is free; professional consulting is agreed separately. No data is automatically shared when you click Contact.

Read the practical guide →

Keep the work moving

Your next useful step.

ASO Keyword Research Workbench

An evidence-led keyword shortlist

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ASO Competitor Positioning Matrix

A positioning comparison with evidence

Open tool →

Want a professional diagnosis?

Start with an audit. Find the priorities before buying more work.

See how I work →

Enough theory. Your app next.

Let’s fix what’s holding your listing back.

Send your app link, target market and the problem. We’ll start there.