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New run

Upload an outlet file. We'll detect what's in the file, embed every photo, and compare nearby outlets. We'll surface the duplicate groups worth your attention.

Run name

Include geography + threshold so runs are comparable later.

What are you deduplicating?

Source

Input file

Drop your file here

or click to choose · XLSX, XLS, CSV · auto-detected

Don't have a file handy?

Max distance between candidates

Distance gates which outlets get compared. Signage script is auto-detected, with no language preset needed.

Advanced matching signals

Multilingual name embedding Connects names across scripts (Devanagari ↔ Latin transliteration). Recommended on. Storefront photo adjudication (vision model) On ambiguous nearby pairs, a vision model reads each signboard and compares storefronts to confirm true duplicates and reject look-alike neighbours. Recommended on. Turn off to skip the vision model — photo matching (image similarity + geometry), names, phone, and geo still run.

Parallel download workers

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