Is there a good app for edit and retouch photos?
Prime Gap: 114 apps already serve this, and 85 data points mined from real user reviews across 2 sources show where they fall short. Heavily used and done badly — the most disruptable kind of gap.
Data refreshed September 7, 2026 · scores recompute weekly as new reviews are mined, so re-check before you build.
What users complain about
The most common complaints behind apps that try to edit and retouch photos, mined and clustered from real reviews:
| Complaint area | Type | Mentions | What a user said |
|---|---|---|---|
| auto-enhances already-edited photos | ux | 1 | Please don’t automatically enhance what we’ve enhanced already it don’t look real |
| contact-photo-editing | missing-feature | 1 | should be able to change the photo of others contacts |
| metadata editing for photos | missing-feature | 1 | no way I can enter information in the file of the picture |
| built-in-photo-editor | missing-feature | 1 | a free photo editor and free photo tools |
| can't edit multiple photos at once | missing-feature | 1 | can't edit multiple photos at a time |
| AI photo editing | missing-feature | 1 | I love this app but I have they AI edit the photos |
| no effects or filters, retouch only | missing-feature | 1 | All it is is a retouch app, no effects, filters, etc. |
| photo-book editing on mobile | ux | 1 | Highly recommend if you want to edit, add text etc on a photo book do that part on a PC not a cell phone |
| photobook editor functionality | ux | 1 | the update that happened this year truly trashed everything |
| cannot download edited photo | bug | 1 | If you can edit, it doesn’t let you download |
| cannot edit a photo after update | bug | 1 | Today cannot edit one photo |
| can't edit photo after posting | missing-feature | 1 | Can’t edit photo once posted. In fb you can edit and change photos once posted. |
Apps that already serve this
| App | Rating | Ratings | Price |
|---|---|---|---|
| TouchRetouch | 4.7 | 57,575 | Free |
| Photo Retouch-Object Removal | 4.5 | 119,112 | Free |
| Photo Editor- | 4.6 | 299,039 | Free |
| Photo Editor+ | 4.6 | 3,192 | $1.99 |
| Photo Lab Picture Editor & Art | 4.5 | 6,573,269 | Free |
| Retouch Me: Face, Body Editor | 4.4 | 18,997 | Free |
| Photo and Collage Editor | 0.0 | 0 | $0.99 |
| Lightroom: AI Photo Editor | 4.8 | 336,811 | Free |
Should you build it?
Heavily used and done badly — the most disruptable kind of gap. Opportunity here scores 86 out of 100 — a function of demand, how crowded the field is, and how badly the existing apps perform. Use the live map to compare it against adjacent tasks.
Who has tried building this
Only 3 attempts, 2 active but tiny (top 11 stars); barely explored against strong commercial incumbents.
| Project | Status | Stars | Stack |
|---|---|---|---|
| shloook/AI-Photo-Editor | active | 11 | Dart |
| Shehzad234/Image-Editor | stale | 2 | Dart |
| Vishnu-V-N/ai-photo-editor-webapp | active | 2 |
Open-source projects that attempted this task — active ones show today's bar; abandoned ones are a signal to validate why earlier attempts died.
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