Recall refunds in seconds
Snap the product made safe. AI checks it. PayPal pays you.
0 of 46 paid wrongly on photos with a known answer. How it was measured
In the headline: the CPSC’s photo for recall 26125, a hair dryer with its cord cut in half.
Many recallsask for a photo

Since January 2024, 447 of 1,239 US product recalls refund an owner who sends a photo of the product made safe, and the number grows each year: 54 in 2024, 151 in 2025 and 242 so far in 2026.
| Wait | What the page says, whose page, and when |
|---|---|
| 10 to 15 business days | “Once your registration is confirmed, your refund will be issued via check within 10-15 business days.” Real Time Results, a recall administrator's claim portal (Cuisinart grill recall), read November 8, 2026. |
| 4 to 6 weeks | “Please allow 4 to 6 weeks.” Deale International's own recall page (CasaClean steam cleaner), dated July 17, 2025, read November 8, 2026. |
| No time stated | PayPal or a gift card: “You will receive your refund fastest using PayPal”, with an email confirmation in 48 to 72 hours. Merkury Innovations' own recall page (Hot + Cool fan), recall dated June 11, 2026; page read November 8, 2026. |
| 16 to 19 seconds | Remedy, in the PayPal sandbox: from approval to a PayPal payout reaching the owner, 12 runs. PayPal marked the refund to the original PayPal purchase COMPLETED at once; PayPal says a refund takes 3 to 5 business days to reach the buyer. |
What is at stake
Those refunds come to $471.1 million at the lowest stated prices, and $261.2 million to $442.8 million of it goes unclaimed, at the CPSC’s 44.55% correction rate and at its figure of about 6 in 100 products that come back. The two largest recalls, 24309 and 25394, are $184.0 million of the $471.1 million (39.1%), and the median recall offers $68,000. How it was counted
“Consumers will be asked to cut the pajamas in half and email a photo of the destroyed pajama set…”
Recall 27045
Why reaching owners directly matters
Reaching owners directly is what works: about 50% of products are corrected when the firm contacts its buyers, against 6% after a press release (OECD, 2018). Across 338 CPSC recalls from 2001 to 2013, the share of recalled products corrected was 11.4% higher on average when the firm offered a full remedy (a free repair, exchange or refund) instead of a partial one, all else equal (Raithel, Hock and Mafael, 2024).
By the CPSC’s own measure, its average correction rate across recalls was 44.55% in FY2025, against its 43% target (CPSC performance report, FY2025). In April 2026 the agency asked the public how to catch artificially generated destruction photos and coordinated claims without adding burdens for real owners (CPSC request for information on recall claims, April 2026). Firms already pay photo-proof refunds by PayPal: a June 2026 recall page offers PayPal or a gift card and calls PayPal fastest (a firm's June 2026 recall page), while a 2025 page asks owners to allow 4 to 6 weeks (a 2025 photo-refund page). Every finding, with what Remedy does about it

Three ideas behind every refund
Each firm that joins makes every other firm safer.
Replayed in code, the pattern on the CPSC's 2026 docket, one device filing over 400 claims: 400 altered copies of one claimed photo, filed at two sample firms, and the pool held 308 before any model call. Code asked for a new photo on 14 more, and the 78 that went on to the model step are all phone screenshots, which the own-photo check reads for a screen. None was paid. Every claim photo is matched by two 64-bit hashes against the 1,779 pictures published with every recall and every photo already claimed at any firm, before any model call. Firms share only hashes, never a photo. One photo, two firms
A payout nobody accepts becomes a task.
When PayPal's webhook says a payout is waiting to be accepted, a re-notice appears in the firm's recall plan, live and linked to its payout batch, so the refund still reaches its owner. The recall plan
The refund goes back the way it was paid.
Inside PayPal's 180-day refund window, Remedy refunds the original PayPal purchase. After it, a PayPal payout to an email or phone, or Venmo. Plain code picks the route and the amount. Buy, claim and get it back
First the recall is read.
The official remedy becomes a checklist: what to cut or mark, and what the photo must show.
Then you snap a photo.
On your phone, in under a minute. No account needed.
Then the photo is verified.
Claude reads the photo; plain code decides the payout and the amount. Unclear cases get two AI reviewers, then a person.
Then PayPal pays you.
To your PayPal or Venmo. Inside 180 days of a PayPal purchase, straight back to how you paid.
Search every recall
Type what you bought. Every recall since 2024, read as a checklist.
See a photo become a refund
Start with Brightline’s sample charger: verified, then refunded through PayPal. A check takes about 11 s; about 22 s when the two reviewers look.
Sample recall BH-2026-01: Brightline Home 65W laptop chargers
19.5 sthis recorded run
Brightline's sample charger, cord cut. Public-domain photos of one charger, before and after its cord was cut (Dmitry G, Wikimedia Commons). Sample recall; fictional.
- Right productConfirmed by two reviewersTwo AI reviewers looked closer and confirmed it, each citing what it saw in the photo.C1, score 0.80: Claude vision match score 0.8 (pass at 0.85, unclear from 0.5). Strain relief texture, case profile, ferrite bead and barrel plug match the official images. No printed brand, label or model number is readable to confirm the exact product, so score stays below 0.9.
The photo check’s own score
The photo check scored 0.80, under the 0.85 pass mark, and said: “We could not confirm this is the exact recalled product.”
- Made safePassedThe photo shows the product made safe.C2: cut_cord: confirmed, confidence 0.9. At left center, the cord is severed at its strain relief collar where it attaches to the case, with stranded bare wires and a white insulated wire sticking out of the cut end. The opened case is at right.
- Your own photoPassedThis is a new photo of the product.C3, score 0.92: Claude: camera_photo (confidence 0.92; signs: none). Real hand, natural shadows, shallow focus and a casual tabletop setting with no screen or print artifacts. dHash 337bfb9f4e7f3e0f; nearest official 24 bits, nearest earlier claim none (reused at 10 or less).
- Within the recallPassedNo model or lot number is needed for this recall.C4: The proof rule asks for no model, lot or date code, and nothing read conflicts with the recall.
- Claim limitsPassedThis claim is within the limit for one purchase.C5: Payee claim 1 of 1 unit purchased; recall claim 1 of 1200 units.
- Not already refundedPassedNo PayPal purchase linked.C6: No capture is linked, so there is no earlier PayPal refund or dispute to check.
Verified
Both reviewers found the recalled charger with its cord cut. Code checked their evidence and the amount, and verified it.
How long each step took
This recorded run took 19.5 s: the photo check 8.4 s and the two reviewers 11.0 s, and the checks in code the rest. Across the recorded live runs a check takes about 11 s; about 22 s when the two reviewers look.
Recorded with: Brightline Home's sample recall BH-2026-01, refund $34.99, auto-approve cap $50.00. One live Claude Opus 5.5 run recorded 2026-11-08 ($0.1158), replayed here.
Refund $34.99 back through PayPal, sent at once
Under Brightline's $50.00 auto-approve cap, so no person is needed.
How the refund is sent
Bought with PayPal, it goes back to that purchase: PayPal marked it COMPLETED at once, and says a refund takes 3 to 5 business days to reach the buyer. Otherwise it is a payout to an email or phone, which reached SUCCESS in 16 to 19 s.
Photo: Dmitry G, Wikimedia Commons, public domain; brand marks removed for this sample. Sample recall; fictional. A recorded run of Remedy’s real verifier; nothing here calls the AI.
A bigger share every year
From the CPSC Recalls API, pulled Nov 5, 2026. How we counted
Grounded in research
Grounded in the CPSC Recalls API, the CPSC's 2025 refund order, the Journal of the Academy of Marketing Science on full remedies, the CPSC Recall Effectiveness Workshop, the CPSC's FY2025 performance report, the CPSC's 2026 request on recall claims that are not genuine, and the CPSC Recall Handbook.
- 1,239
- US consumer product recalls from Jan 4, 2024 to Nov 5, 2026, from the CPSC
- 447
- of them refund an owner for a photo of the product made safe
- 36.1
- percent of all recalls in that time
- 242
- of those in 2026 so far, up from 54 in 2024
- 80.9
- percent of recalls cover fewer than 50,000 units: mostly small firms
- 0
- recalls mention PayPal or Venmo anywhere in the remedy
Every tool has one job
Tools
- PayPalPays refunds in seconds, or back to the original purchase inside 180 days
- Claude Opus 5.5Reads each remedy into a checklist, checks photos, runs two reviewers
- ElasticSearches every recall in plain words, keyword and semantic
- Channel3Finds a safe replacement product
- BryntumThe corrective-action plan
- AG GridThe firm's claims queue
- APIMaticGenerated the PayPal SDK behind every order, capture and refund
- RenderHosting and Postgres
For developers
Add verify-and-refund to any recall page. One API call, or our MCP server for AI agents.
POST /api/v1/proof-rule
{ "recall_number": "27056" }
200 OK
{ "data": { "rule": {
"photo_required": true,
"actions": ["write_recalled"],
"marker_text": "recalled",
"must_show": ["whole_product", "marking"],
"remedy": "full_refund",
"steps": [
"Write recalled on the power bank in permanent marker.",
"Take a photo of the power bank showing the writing."
]
} } }Questions
Do I need an account?
No. Open the link from your recall notice, follow the checklist, and snap a photo. You only enter where to send the refund.
Where does the money go?
To your PayPal or Venmo, or, if you bought with PayPal in the last 180 days, straight back to how you paid. This demo runs in PayPal's sandbox.
How is the photo checked?
Remedy checks that it shows the recalled product, that it has been made safe as the recall asks, and that it is your own photo. Unclear photos get two AI reviewers and then a person at the firm.
Who pays the refund?
The recalling company, from its own PayPal account. Remedy never holds the money. In this demo every refund comes from a PayPal sandbox account, so no real money moves: Remedy's own on real CPSC recalls, standing in for the recalling firm, and the sample firm's on its fictional sample recalls.
Is this connected to the CPSC?
Remedy uses the CPSC's public recall data. It is an independent tool, not affiliated with the CPSC or any recalling firm.
Refunds, in seconds
Pick a recall, snap a photo, and watch the sandbox payout arrive.
Try a photo

