$18.00
Nike · Price drop
Your inbox is full of money you never collected.
A price drops after you buy. A delivery misses its guarantee. A return window closes. A warranty goes unclaimed. Clawback reads your receipts, works out what you’re owed, and writes the claim.
4
claim types detected
20
retailer policies encoded
0
emails sent without you
$51.45
ASOS · Return closing
$14.99
Amazon · Late delivery
$41.99
Best Buy · Warranty
clawback / dashboard
You have
$0.00in unclaimed money across 4 claims
Nike · Price drop
ASOS · Return closing
Amazon · Late delivery
Best Buy · Warranty
The pipeline
Four steps between a receipt and a refund.
1
It reads the email
Every forwarded receipt, shipping notice and sale email is classified and reduced to structured facts (retailer, items, prices, dates) under a strict schema, so the output always validates.
2
It connects emails across time
A sale email today changes what a receipt from last week means. Each email is matched to the purchase it belongs to by order number, or by fuzzy product matching when there isn't one.
3
It checks the retailer's own policy
Return windows, price-adjustment windows, warranty terms and delivery guarantees for 20 major retailers. Unknown retailers get an estimate, clearly labelled as low confidence.
4
It puts a deadline on the money
Every claim carries an amount, the date it expires, and the policy line it rests on. Claims that already lapsed, or aren't yet urgent, stay off your dashboard.
Why it’s an agent
No single email says you’re owed anything.
The claim only exists in the gap between two of them. That is the part a parser cannot do, and it is the whole product.
Orderauto-confirm@amazon.com
Guaranteed delivery: Aug 5
Deliveryshipment-tracking@amazon.com
Delivered on Aug 8
Seven days apart. Neither mentions a refund.
Claim found
$14.99
Delivered 3 days past a guaranteed date. Amazon refunds the shipping fee when a delivery guarantee is missed.
Claim before Sep 7
Nobody reads the returns policy.
You bought the thing, got on with your life, and the shop quietly kept the difference. Clawback is the part of you that would have checked.
What it finds
Four kinds of money, hiding in plain sight.
$18.00
Price drops
A later sale advertises something you already bought, inside the retailer's price-adjustment window. They refund the difference if you ask in time.
$14.99
Late deliveries
The promised date lives in one email and the actual arrival in another. When a guarantee is missed, the shipping fee is refundable.
$51.45
Expiring returns
Surfaced only when the window is about to close, so it reads as a deadline rather than noise. Miss it and the full amount is gone.
$41.99
Unfiled warranties
A fault you mentioned months after buying, linked back to the original receipt and checked against the warranty period.
Trust
An agent handling your money should show its work.
It never emails a retailer for you
Clawback drafts; you read it and send it. That's a product decision, not a missing feature. Nothing goes out in your name without you.
It shows its evidence
Every claim links back to the emails it was built from and the policy line it rests on, with a link to verify on the retailer's own site.
It says when it isn't sure
Unknown retailers get estimated policies and a low-confidence label. A subscription price rise is detected, categorised, and reported as not yet supported.
Go and see what you’re owed.
The sample inbox runs the real pipeline: nine emails, four claims, one honest “not yet supported”. No account required.
Open the dashboard →