Your first photo has one job. Nobody has ever told you if it's doing it.
You've stared at your own photos so long you can't see them any more. Buyers see them for half a second, at thumbnail size, in a grid next to forty rivals — and that half-second decides whether anything else about your listing ever gets read.
The Visual Review looks at every photo in your gallery — actually looks, at the images themselves — and tells you what a stranger sees: what the thumbnail says at small size, which photo survives a Pinterest crop, what shots are missing, and what every image should say in its alt text.
Check my photo basics — freePhoto count and alt-text coverage on every listing, free on every plan.
The most expensive photo problems are the ones nobody tells you about
A weak first photo doesn't send an error message. It just quietly loses the coin-toss against the listing next to it, in search after search, and all you see is a shop that's “a bit slow”. Meanwhile the photo you'd never lead with — the one where the product actually reads at small size — sits in slot six where no browsing buyer will ever scroll.
The gallery has the same silence. Etsy hands every listing ten photo slots because buyers who can't pick the product up need photos to answer their questions: how big is it, how does it look in a real room, what's the finish like up close. Every empty slot is a question left unanswered — and an unanswered question doesn't make buyers ask. It makes them leave.
And on Pinterest — the channel where product images do the selling — a square photo pinned as-is gets cropped to 2:3 by the platform, not by you. If you don't choose the crop, the crop gets chosen for you — and it has no idea which part of the frame is the product.
Photo advice that never saw your photos isn't advice
“Use natural light. Show the scale. Add a lifestyle shot.” Every Etsy seller has read that checklist a dozen times — and it can't tell you the one thing you need to know: which of those problems your listing actually has. Generic advice makes you re-shoot the photo that was fine and keep the one that's costing you clicks.
The Visual Review is different in one blunt way: the AI is shown your actual photos, in gallery order, and writes the review from what's visible in them. If your thumbnail is fine, it says so and moves on. If photo four would make a stronger first impression than photo one, it names photo four.
Every review is specific to one gallery: the verdicts quote what's in the frame, the crop advice says what gets cut, and the missing-shots list is judged against the shots you already have. A complete gallery gets told it's complete — not padded with filler suggestions.
One review, five verdicts — all from your real photos
Pick a listing and the review reads every photo in its gallery. What comes back:
First-photo verdict
What your thumbnail does at the size buyers actually see it — and if another photo in your gallery would make a stronger first impression, it says which.
Pinterest 2:3 crop
Which photo survives Pinterest's vertical crop best, and how to frame it so the product isn't the part that gets cut off.
Reel & TikTok hooks
Two or three opening hooks for short video, built from shots you can actually get of this product — not a generic content calendar.
Missing shots
The lifestyle, scale and detail shots your gallery lacks — judged against what's already there, so a complete gallery gets told it's complete.
Better alt text
A natural, specific description for every photo missing one, written from what the image shows. Up to 500 characters each, ready to paste.
And the basics, always free
Photo count against Etsy's ten slots and alt-text coverage — checked on every active listing, on every plan, before any AI is involved.
A second pair of eyes — not a hand on your shop
The rules the review runs under
- Suggestions only ever reference photos that exist — anything pointing at a photo the model wasn't shown is dropped, not displayed.
- Alt text is capped at Etsy's 500-character limit before you see it.
- Nothing touches your listing: the review is advice on your screen, not an automatic edit.
- Photos are read through Etsy's official API previews — we never scrape your shop.
Want the alt text pushed to Etsy for you, with approval and per-field status? That's the Listing Doctor's job — the two work on the same listings.
Judged from your photos — and only your photos
The review reads your gallery through Etsy's official API — the same 570px previews buyers see in search — so it judges composition, framing, styling and story. It won't pretend to measure print sharpness from a preview, and it won't invent performance numbers: Etsy doesn't share photo clicks or impressions with any app, so no tool can honestly tell you a photo's click-through rate. Ours doesn't claim to.
What it can do is what a sharp-eyed stranger can: look, and say what they see. We hold the Listing Doctor and the keyword tool to the same standard.
The basics check is free. The second pair of eyes is the paid part.
Photo count and alt-text coverage on every active listing — free on every plan, as often as you like. The AI review itself comes with the Grow and Scale plans (20 reviews a month on Grow, unlimited on Scale) — it reads every image in your gallery, which makes it the most substantial AI call we run.
The worst case of trying it is that you learn your galleries are fine. The worst case of not trying it is the one you can't see: the same first photo losing the same half-second, forty times a day, while you spend your evenings rewriting tags on a listing whose photos were the problem all along.
Connect your shop, open Visual Review, and every gallery gets its basics check straight away.
Frequently asked questions
Why are my Etsy listing photos not converting into sales?
Usually because of what buyers see in the first half-second: a thumbnail that doesn't read at small size, a product lost in the frame, or a gallery that never answers the questions buyers ask — how big is it, what does it look like in a home, what's the detail like up close. The Visual Review looks at your actual photos and names what's working and what's missing, photo by photo.
Does the AI actually look at my photos, or is it generic advice?
It actually looks. Your gallery's photos are sent to the model as images, in gallery order, and everything in the review — the first-photo verdict, the crop suggestions, the missing shots — is written from what is visible in them. That's the difference from photo checklists (including our own campaign packs' earlier version) that are written from the listing's text alone.
What is the best crop for Pinterest — and does my photo survive it?
Pinterest strongly favours vertical 2:3 images (1000×1500px). Most Etsy photos are square or landscape, so pinning them as-is means Pinterest crops them for you — often through the middle of the product. The review picks the photo in your gallery that survives a 2:3 crop best and tells you what to keep in frame and what gets cut.
Do I really need alt text on Etsy photos?
Yes, twice over. Alt text is how blind and partially sighted buyers experience your photos, and it's how image search understands them. Etsy gives every photo up to 500 characters and most sellers leave every one of them blank. The review drafts natural, specific alt text from what each photo actually shows — no keyword stuffing.
Is the Visual Review free?
The photo-basics check is free on every plan: photo count against Etsy's ten slots and alt-text coverage, on every active listing, as often as you like. The AI review that actually looks at your photos comes with the paid plans — it's the most expensive single AI call we run, because it reads every image in your gallery.
You can't see your own photos like a stranger. This can.
Five minutes from now you could know exactly what your thumbnails say at search size, which photo to pin, and which shots your galleries are missing — listing by listing, photo by photo.
Start with the free basics checkWondering why the listing itself isn't selling? Start with the Listing Doctor.