This benchmark runs 25 synthetic resale rows against the full CPSC cache. The goal is not to claim perfect accuracy. The goal is to prove hard UPC matches suppress, fuzzy rows stay reviewable, and control rows never auto-suppress.
Interpretation: review-noise means the system asked for human review on a control row. That is annoying but safer than suppression. Hard failure means either a known exact-positive row failed to suppress or a fuzzy/control row auto-suppressed.
Rows are grouped by test purpose. Every visible match keeps the CPSC recall ID or official source link attached.
Fisher & Paykel free-standing professional gas range
Exact UPC positive
Suppress
Suppress
Hard identifier match - exact UPC
Known CPSC UPC positive. Must produce Suppress.
Exact UPC evidence matched CPSC recall 26-419.
CPSC recall 26-419Lil' Buddies pet laser toy
Exact UPC positive
Suppress
Suppress
Hard identifier match - exact UPC
Known CPSC UPC positive. Must produce Suppress.
Exact UPC evidence matched CPSC recall 26-428.
CPSC recall 26-428BUILT LUUM light up tumbler
Exact UPC positive
Suppress
Suppress
Hard identifier match - exact UPC
Known CPSC UPC positive. Must produce Suppress.
Exact UPC evidence matched CPSC recall 26-331.
CPSC recall 26-331Bazic silicone glue
Exact UPC positive
Suppress
Suppress
Hard identifier match - exact UPC
Known CPSC UPC positive. Must produce Suppress.
Exact UPC evidence matched CPSC recall 26-234.
CPSC recall 26-234Pearhead infant learning toy set
Exact UPC positive
Suppress
Suppress
Hard identifier match - exact UPC
Known CPSC UPC positive. Must produce Suppress.
Exact UPC evidence matched CPSC recall 25-115.
CPSC recall 25-115DEWALT 70,000 BTU outdoor portable forced air propane heater
Exact UPC positive
Suppress
Suppress
Hard identifier match - exact UPC
Known CPSC UPC positive. Must produce Suppress.
Exact UPC evidence matched CPSC recall 25-203.
CPSC recall 25-203Werner 20 foot Multi-Max Pro ladder
Exact UPC positive
Suppress
Suppress
Hard identifier match - exact UPC
Known CPSC UPC positive. Must produce Suppress.
Exact UPC evidence matched CPSC recall 25-431.
CPSC recall 25-431Five Below tabletop fire pit
Exact UPC positive
Suppress
Suppress
Hard identifier match - exact UPC
Known CPSC UPC positive. Must produce Suppress.
Exact UPC evidence matched CPSC recall 25-467.
CPSC recall 25-467Easymake Adult Portable Bed Rail Set
Fuzzy positive
Manual Review
Manual Review
Fuzzy text overlap - manual review
Known recall text match without UPC. Must not auto-suppress.
title overlap: easymake, adult, portable, bed, rail; human review before listing.
CPSC recall 26-387BISSELL Steam Shot OmniReach handheld steam cleaner attachments kit
Fuzzy positive
Manual Review
Manual Review
Fuzzy text overlap - manual review
Known recall text match without UPC. Must not auto-suppress.
title overlap: bissell, steam, shot, omnireach, cleaner; human review before listing.
CPSC recall 26-385VEEKTOMX portable charger mini power bank
Fuzzy positive
Manual Review
Manual Review
Fuzzy text overlap - manual review
Known recall text match without UPC. Must not auto-suppress.
title overlap: veektomx, portable, charger, mini, power; human review before listing.
CPSC recall 26-399Fisher-Price Rock n Play Sleeper
Fuzzy positive
Manual Review
Manual Review
Fuzzy text overlap - manual review
Historical recalled product wording. Must stay visible in full-history scans.
title overlap: fisher, price, rock, play, sleeper; human review before listing.
CPSC recall 23-088HALO 1000 portable power station
Fuzzy positive
Manual Review
Manual Review
Fuzzy text overlap - manual review
Known recall text match without UPC. Must not auto-suppress.
title overlap: halo, 1000, portable, power, station; human review before listing.
CPSC recall 24-350Miniverse Make It Mini resin set
Fuzzy positive
Manual Review
Manual Review
Fuzzy text overlap - manual review
Known recall text match without UPC. Must not auto-suppress.
title overlap: miniverse, make, mini, resin, mga; human review before listing.
CPSC recall 24-281Medical King adult portable bed rail
Fuzzy positive
Manual Review
Manual Review
Fuzzy text overlap - manual review
Known recall text match without UPC. Must not auto-suppress.
title overlap: medical, king, adult, portable, bed; human review before listing.
CPSC recall 25-046BISSELL Pet Hair Eraser vacuum cleaner
Control / trap row
No Visible Match
No Visible Match
No visible source match
Same brand, wrong product family. Should not become Suppress.
No visible match found in scanned official CPSC records.
No CPSC source link because no visible match was found.BISSELL steam mop replacement pads
Control / trap row
No Suppress
Manual Review
Fuzzy text overlap - manual review
Accessory-like row. Manual Review is tolerable; Suppress is not.
title overlap: bissell, steam, home; human review before listing.
CPSC recall 26-385VEEKTOMX USB-C replacement charging cable
Control / trap row
No Suppress
No Visible Match
No visible source match
Same recalled brand, different product. Should not become Suppress.
No visible match found in scanned official CPSC records.
No CPSC source link because no visible match was found.Werner household step stool
Control / trap row
No Suppress
Manual Review
Fuzzy text overlap - manual review
Same recalled brand/category, different product. Should not become Suppress.
title overlap: werner, ladder; human review before listing.
CPSC recall 25-431Fisher-Price wooden animal puzzle
Control / trap row
No Suppress
Manual Review
Fuzzy text overlap - manual review
Brand overlap trap. Should not become Suppress.
title overlap: fisher, price, animal, toys; human review before listing.
CPSC recall 08-048Five Below desk lamp
Control / trap row
No Suppress
Manual Review
Fuzzy text overlap - manual review
Retailer/brand overlap trap. Should not become Suppress.
title overlap: five, below; human review before listing.
CPSC recall 25-467Generic stainless steel water bottle
Control / trap row
No Visible Match
No Visible Match
No visible source match
Unrelated control. Should stay No Visible Match.
No visible match found in scanned official CPSC records.
No CPSC source link because no visible match was found.Cotton baby blanket with cloud print
Control / trap row
No Visible Match
No Visible Match
No visible source match
Unrelated baby-category control. Should stay No Visible Match.
No visible match found in scanned official CPSC records.
No CPSC source link because no visible match was found.Ceramic dinner bowl set four pack
Control / trap row
No Visible Match
No Visible Match
No visible source match
Unrelated household control. Should stay No Visible Match.
No visible match found in scanned official CPSC records.
No CPSC source link because no visible match was found.Apple compatible USB-C wall charger
Control / trap row
No Visible Match
No Visible Match
No visible source match
Generic electronics wording. Should stay No Visible Match.
No visible match found in scanned official CPSC records.
No CPSC source link because no visible match was found.It uses synthetic rows and official CPSC source data. It does not certify products as safe, and it does not prove recall coverage outside the CPSC source scope. Real buyer files still need product-only preflight and human review.