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Opportunity brief · Nov 5, 2026

Search products by image

Search products by image on Aliexpress, Alibaba, eBay, Amazon, find similar goods and items by photo and compare prices.

RevenueNo price in the listingNo price listed
OpportunityNot scoredAn opportunity needs a revenue figure of at least $1k a month.
1–2★ ratingsnot publishedcomplaints from Apr 2025–Apr 2025, almost all in the last 24 months
Build difficultyHighNeeds marketplace integrations/APIs, large catalog/image data, and exact-match accuracy; third-party access and data quality are main barriers.

The pitch, and what the numbers say

Search products by image — Shopping · https://searchbyimage.com

No revenue figure: see why on the full x-ray.

Why users leave

The free diagnosis shows the top complaint. The full brief has every cluster, the build ideas and the buyers.

Bugs/Reliability · 1 of 1 of complaints read

Returns similar images, not the exact product, even for known Amazon images; user calls it unreliable and not as promised.

“It keeps showing similar images instead of the exact product.”

What a challenger would build

3 build ideas, each answering a complaint above — in the full brief

Closest alternatives

Who is buying right now

5 buyer threads in the same market in the last 30 days, with links and excerpts in the full brief.

Get the full Search products by image brief

Full 1-star breakdown with verbatim quotes, the build blueprint and every live thread — on every product.

How to read this

Sources: the product's public listing and reviews, its published price, and public forum threads. Revenue is an estimate unless marked verified by the founder; the formula and its inputs are on the full x-ray. Complaints are grouped by a language model and each quote is a verbatim excerpt, linked to the original review. Build difficulty is a model's reading of the listing and the complaints, not a measurement. Figures are a snapshot of Nov 5, 2026. Corrections: corrections.

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