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matchfetch

Verify a product match before checkout.

Give it what the shopper said or what the merchant listed, and a country. It returns the one barcode, the candidates, or unknown — for every artificial intelligence (AI) agent that buys.

one barcode · the candidates · unknown

Live matches

“Linda McCartney barista oat milk 1L”

00070054306236

How sure: 1.00

Result: listed

Country: UK

“CeraVe Hydrating Cleanser 236ml”

03337875597180

How sure: 1.00

Result: listed

Country: UK

“A setting powder that doesn't crease”

unknown

Country: UK

Matched live 2026-11-07 03:04 UTC.

By the numbers

1,203,853
barcodes on the record
376,271
makers
3,520,471
points of sale
8,038
matches this month

Read live from the record, 2026-11-07.

01One barcode, the candidates, or unknown

One barcode: the words fit one product on the record, with how sure.

The candidates: more than one fits; they are listed and none is chosen.

Unknown: nothing on the record fits; never a guess.

02What it reads

The verified record: every field sourced and dated, and whether the brand has claimed its seat.

03Barcode in, record out

Beside it, gtinfetch.ai takes a barcode and returns the verified record.

→ gtinfetch.ai

04The pilot

Five numbers, measured on your hard cases: offer-to-barcode match rate, false-verification rate, freshness, latency at checkout, and mismatch returns against your baseline. Nothing claimed in advance.

87%
offer lines on the right barcode
none verified yet
false verification
25 days
median age of the name behind a match
4.4 s
match and verify, median
not measured
mismatch returns: your own numbers

Measured 2026-11-06 on 154 hard cases. One barcode was wrong in 9 of 279 single matches.

Verified: a product reads verified only after its brand has claimed its seat. Until the first claim, the figure is the truth, not a fault.

05Receipts

Every match that verifies is a signed receipt.

→ rco.wefetch.ai

06Per call

Pay as you go, metered from the first call. Price from road-tested use.

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The AI Grocery Shopping Index

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