FairScan
Never overpay for anything
Photograph a contractor quote, medical bill, car repair estimate, or grocery receipt. Claude analyzes the line items against crowdsourced price data and tells you whether you're being charged fairly — plus how much you might save.
From photo to fair-price verdict in seconds.
1. Snap the bill
Open the camera, photograph the quote or invoice. PDFs work too.
2. AI breaks it down
Google Vision extracts the text. Claude analyzes each line item against community pricing data.
3. See the verdict
Fair, high, or low — plus a potential-savings estimate and negotiation tips.
Categories that benefit from a second opinion.
🏥 Medical bills
Hospital bills, dental quotes, lab work. Compared against real CMS Medicare reimbursement data, state-filtered to your area.
🔨 Contractor quotes
Home repairs, plumbing, HVAC, roofing. Line-item analysis with regional price benchmarks.
🚗 Car repair estimates
Mechanic quotes, body shop estimates, dealer service. Catch padding and unnecessary work.
🧾 Grocery receipts
Spot pricing errors, track inflation over time, see if your store is competitive.
FairScan gets sharper with every scan.
Every scan anonymously contributes a price point to a growing regional benchmark — by category, by ZIP, by line item. None of it is linkable to you. All of it sharpens the verdict for the next person who scans a similar bill. You're not just getting an AI analysis — you're getting the collective negotiating position of every previous user.
Your scan, anonymously banked
The bill text never leaves memory. Only the anonymized per-line-item price totals join the regional benchmark.
Verdicts pulled from the collective
"Fair / high / low" is anchored on what every other anonymous scanner in your region has paid — not a generic national average or a guess from the model.
The moat no competitor can buy
Public databases (CMS Medicare reimbursement, BLS) feed the baseline. The Glippin price collective fills the gap where public data stops — and no AI competitor has access to it.
Try it free. Upgrade if it saves you money.
Free
- 3 scans per month
- Full AI analysis
- Save scan history
- No ads, no tracking
Premium
- Unlimited scans
- Full scan history + search
- Family sharing (up to 6)
- Price-trend alerts
- Weekly digest
- Earn badges + streaks
FairScan never knows who you are.
Anonymous sign-in on first launch. No email, no password, no Google or Apple login. Your photos and bill text are processed in-memory only — the underlying receipt content is never stored, only the analysis is. The price data fed back into the crowdsourced benchmark is fully anonymized.