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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

394 listings found

2002 Toyota Camry Solara SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Toyota Camry Solara SE

Nampa, ID

UnscoredInsufficient · 0
$2,995175,000 mi

Nampa, ID

2006 Honda Civic EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Honda Civic EX

Idaho Falls, ID

Salvage title
$3,500254,333 mi

Idaho Falls, ID

2004 Honda Accord EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Honda Accord EX

Troy, ID

UnscoredInsufficient · 0
$3,950228,375 mi

Troy, ID

2002 Oldsmobile Alero GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Oldsmobile Alero GLS

Nampa, ID

UnscoredInsufficient · 0
$3,995169,113 mi

Nampa, ID

1999 Honda Accord EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

1999 Honda Accord EX

Post Falls, ID

UnscoredInsufficient · 0
$3,995211,837 mi

Post Falls, ID

2002 Chevrolet Monte Carlo SS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Chevrolet Monte Carlo SS

Nampa, ID

UnscoredInsufficient · 0
$3,999144,702 mi

Nampa, ID

2003 Hyundai Tiburon GT V6

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Hyundai Tiburon GT V6

Rupert, ID

UnscoredInsufficient · 0
$4,495119,553 mi

Rupert, ID

2008 Honda Civic EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Honda Civic EX

Chubbuck, ID

UnscoredInsufficient · 0
$4,900167,742 mi

Chubbuck, ID

2006 Chevrolet Cobalt LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Chevrolet Cobalt LS

Nampa, ID

UnscoredInsufficient · 0
$4,99586,000 mi

Nampa, ID

2005 Honda Civic LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Honda Civic LX

Twin Falls, ID

UnscoredInsufficient · 0
$4,995147,235 mi

Twin Falls, ID

2003 Ford Mustang Standard

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Ford Mustang Standard

Arco, ID

UnscoredInsufficient · 0
$4,995188,295 mi

Arco, ID

2001 Audi TT Quattro

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Audi TT Quattro

Garden City, ID

UnscoredInsufficient · 0
$4,995189,502 mi

Garden City, ID

No Photo

2000 Honda Civic DX

Coeur d'Alene, ID

UnscoredInsufficient · 0
$4,995195,971 mi

Coeur d'Alene, ID

2010 Chevrolet Cobalt Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Chevrolet Cobalt Base

Boise, ID

UnscoredInsufficient · 0
$5,49667,917 mi

Boise, ID

2005 Honda Civic EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Honda Civic EX

Idaho Falls, ID

UnscoredInsufficient · 0
$5,591168,001 mi

Idaho Falls, ID

2002 Chevrolet Monte Carlo LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Chevrolet Monte Carlo LS

Post Falls, ID

UnscoredInsufficient · 0
$5,99589,292 mi

Post Falls, ID

2013 Hyundai Elantra Coupe GS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Hyundai Elantra Coupe GS

Lewiston, ID

UnscoredInsufficient · 0
$5,998113,994 mi

Lewiston, ID

2006 Scion tC Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Scion tC Base

Boise, ID

UnscoredInsufficient · 0
$6,287125,042 mi

Boise, ID

2005 Ford Mustang Deluxe

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Ford Mustang Deluxe

Coeur d'Alene, ID

UnscoredInsufficient · 0
$6,990179,098 mi

Coeur d'Alene, ID

2013 Nissan Altima Coupe S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Nissan Altima Coupe S

Boise, ID

UnscoredInsufficient · 0
$6,995119,240 mi

Boise, ID

2013 Honda Accord EX-L V6

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Honda Accord EX-L V6

Ammon, ID

UnscoredModerate · 23
$6,999228,206 mi

Comparison: 23 similar vehicles

Ammon, ID

2011 Ford Mustang V6

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Ford Mustang V6

Nampa, ID

UnscoredInsufficient · 0
$6,999146,599 mi

Nampa, ID

2002 Mercedes-Benz CL Class CL500

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Mercedes-Benz CL Class CL500

Boise, ID

UnscoredInsufficient · 0
$7,499185,000 mi

Boise, ID

2000 Mercedes-Benz CLK Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2000 Mercedes-Benz CLK Base

Boise, ID

Salvage title
$7,548156,384 mi

Boise, ID

2010 Honda Accord EX-L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Honda Accord EX-L

Nampa, ID

UnscoredInsufficient · 0
$7,995174,069 mi

Nampa, ID

2008 Mercedes-Benz CL-Class CL550

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Mercedes-Benz CL-Class CL550

Boise, ID

UnscoredInsufficient · 0
$8,477139,049 mi

Boise, ID

2013 Subaru BRZ Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Subaru BRZ Limited

Lewiston, ID

UnscoredInsufficient · 0
$8,998121,861 mi

Lewiston, ID

2012 Cadillac CTS Coupe Premium Collection

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Cadillac CTS Coupe Premium Collection

Mountain Home, ID

UnscoredInsufficient · 0
$8,998133,092 mi

Mountain Home, ID

2014 BMW 2 Series 228i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 BMW 2 Series 228i

Boise, ID

UnscoredInsufficient · 0
$9,400156,390 mi

Boise, ID

2012 Chevrolet Camaro 2LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Camaro 2LS

Idaho Falls, ID

UnscoredInsufficient · 0
$9,451148,025 mi

Idaho Falls, ID

2015 Mercedes-Benz C-Class C250 Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Mercedes-Benz C-Class C250 Sport

Boise, ID

UnscoredInsufficient · 0
$9,99592,424 mi

Boise, ID

2014 Audi A5 Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Audi A5 Premium

Boise, ID

UnscoredInsufficient · 0
$9,99594,073 mi

Boise, ID

2010 Honda Civic LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Honda Civic LX

Idaho Falls, ID

UnscoredInsufficient · 3
$9,995106,363 mi

Comparison: 3 similar vehicles

Idaho Falls, ID

2012 Ford Mustang V6

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Mustang V6

Blackfoot, ID

UnscoredInsufficient · 0
$10,313139,600 mi

Blackfoot, ID

2015 Hyundai Genesis Coupe Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Hyundai Genesis Coupe Base

Post Falls, ID

UnscoredInsufficient · 0
$10,495115,956 mi

Post Falls, ID

2014 Audi A5 Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Audi A5 Premium

Boise, ID

UnscoredInsufficient · 0
$10,500110,300 mi

Boise, ID

2016 Audi A5 Coupe Premium Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Audi A5 Coupe Premium Plus

Garden City, ID

UnscoredInsufficient · 0
$10,900104,000 mi

Garden City, ID

2014 Honda Civic LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Honda Civic LX

Idaho Falls, ID

UnscoredInsufficient · 3
$11,59168,781 mi

Comparison: 3 similar vehicles

Idaho Falls, ID

2016 Subaru BRZ Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Subaru BRZ Limited

Meridian, ID

Salvage title
$11,95079,895 mi

Meridian, ID

2016 Audi A5 Coupe Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Audi A5 Coupe Premium

Twin Falls, ID

UnscoredInsufficient · 0
$11,995118,920 mi

Twin Falls, ID

2015 Hyundai Genesis Coupe Ultimate

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Hyundai Genesis Coupe Ultimate

Nampa, ID

UnscoredInsufficient · 0
$11,995117,287 mi

Nampa, ID

2013 Dodge Challenger R/T Classic

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Dodge Challenger R/T Classic

Garden City, ID

UnscoredInsufficient · 3
$12,395147,481 mi

Comparison: 3 similar vehicles

Garden City, ID

2017 Chevrolet Camaro 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Camaro 1LT

Boise, ID

UnscoredInsufficient · 0
$12,450108,220 mi

Boise, ID

2013 Honda Accord EX-L V6

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Honda Accord EX-L V6

Idaho Falls, ID

UnscoredInsufficient · 0
$12,500170,633 mi

Idaho Falls, ID

2000 Mercedes-Benz CL-Class Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2000 Mercedes-Benz CL-Class Base

Twin Falls, ID

UnscoredInsufficient · 0
$12,89852,994 mi

Twin Falls, ID

2018 Ford Mustang EcoBoost

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Ford Mustang EcoBoost

Boise, ID

UnscoredInsufficient · 0
$12,995131,679 mi

Boise, ID

2017 Dodge Challenger SXT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Dodge Challenger SXT

Pocatello, ID

UnscoredInsufficient · 4
$12,995125,511 mi

Comparison: 4 similar vehicles

Pocatello, ID

2014 Ford Mustang V6

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Mustang V6

Blackfoot, ID

UnscoredInsufficient · 0
$13,36896,481 mi

Blackfoot, ID

2014 Chevrolet Camaro 2LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Camaro 2LS

Boise, ID

UnscoredInsufficient · 0
$13,39895,689 mi

Boise, ID

2010 Dodge Challenger R/T

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Dodge Challenger R/T

Pocatello, ID

UnscoredInsufficient · 0
$13,49086,000 mi

Pocatello, ID

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market. Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market. iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale. TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers. Edmunds publishes car reviews and provides deal ratings on new and used listings. J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values. Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value. OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers manage their profile, route inbound buyer inquiries, and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, exports, and enhanced merchandising.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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