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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 · November 8, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,079 listings found

2000 Toyota Camry Solara Base

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

2000 Toyota Camry Solara Base

Amherst, OH

UnscoredInsufficient · 0
$3,999201,000 mi

Amherst, OH

2014 Ford Expedition Limited

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

2014 Ford Expedition Limited

Amherst, OH

Unscored
$4,999268,315 mi

Comparison: 12 similar vehicles

Amherst, OH

2008 Mercury Milan Base

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

2008 Mercury Milan Base

Amherst, OH

UnscoredInsufficient · 0
$4,999135,735 mi

Amherst, OH

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Amherst, OH

Unscored
$5,999142,196 mi

Comparison: 6 similar vehicles

Amherst, OH

2012 Ford Focus SE

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

2012 Ford Focus SE

Amherst, OH

Unscored
$5,999127,603 mi

Comparison: 14 similar vehicles

Amherst, OH

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Amherst, OH

UnscoredInsufficient · 3
$5,999176,612 mi

Comparison: 3 similar vehicles

Amherst, OH

2007 Mazda MAZDA6 s

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

2007 Mazda MAZDA6 s

Amherst, OH

UnscoredInsufficient · 0
$5,999132,446 mi

Amherst, OH

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Amherst, OH

UnscoredInsufficient · 4
$6,999184,217 mi

Comparison: 4 similar vehicles

Amherst, OH

2013 Ford F-150

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

2013 Ford F-150

Amherst, OH

UnscoredInsufficient · 0
$6,999145,000 mi

Amherst, OH

2013 Ford Flex SE

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

2013 Ford Flex SE

Amherst, OH

UnscoredInsufficient · 0
$6,99979,245 mi

Amherst, OH

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Amherst, OH

Fair PriceLimited · 12
$6,999115,301 mi

Market: $5,495 – $8,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Amherst, OH

2010 Buick LaCrosse CXL

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

2010 Buick LaCrosse CXL

Amherst, OH

UnscoredInsufficient · 4
$6,999143,930 mi

Comparison: 4 similar vehicles

Amherst, OH

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Amherst, OH

Unscored
$6,999139,139 mi

Comparison: 5 similar vehicles

Amherst, OH

2008 Lincoln MKZ Base

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

2008 Lincoln MKZ Base

Amherst, OH

Unscored
$6,999148,170 mi

Comparison: 8 similar vehicles

Amherst, OH

2007 Saturn Aura XR

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

2007 Saturn Aura XR

Amherst, OH

UnscoredInsufficient · 4
$6,99987,024 mi

Comparison: 4 similar vehicles

Amherst, OH

2007 Lincoln MKZ Base

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

2007 Lincoln MKZ Base

Amherst, OH

Unscored
$6,999110,369 mi

Comparison: 8 similar vehicles

Amherst, OH

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Amherst, OH

UnscoredInsufficient · 3
$6,999147,457 mi

Comparison: 3 similar vehicles

Amherst, OH

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Amherst, OH

UnscoredInsufficient · 4
$7,380157,498 mi

Comparison: 4 similar vehicles

Amherst, OH

2012 Volkswagen Routan SEL

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

2012 Volkswagen Routan SEL

Amherst, OH

UnscoredInsufficient · 0
$7,996169,876 mi

Amherst, OH

2019 Kia FORTE LXS

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

2019 Kia FORTE LXS

Amherst, OH

Unscored
$7,999140,000 mi

Comparison: 24 similar vehicles

Amherst, OH

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Amherst, OH

Unscored
$7,999149,005 mi

Comparison: 6 similar vehicles

Amherst, OH

2016 FIAT 500X Lounge

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

2016 FIAT 500X Lounge

Amherst, OH

UnscoredInsufficient · 3
$7,999112,000 mi

Comparison: 3 similar vehicles

Amherst, OH

2016 FIAT 500X Trekking

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

2016 FIAT 500X Trekking

Amherst, OH

UnscoredInsufficient · 0
$7,999124,679 mi

Amherst, OH

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Amherst, OH

Unscored
$7,999174,741 mi

Comparison: 13 similar vehicles

Amherst, OH

2015 Volkswagen Jetta SE

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

2015 Volkswagen Jetta SE

Amherst, OH

Unscored
$7,999120,931 mi

Comparison: 6 similar vehicles

Amherst, OH

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Amherst, OH

Unscored
$7,999115,196 mi

Comparison: 5 similar vehicles

Amherst, OH

2013 Chevrolet Malibu 1LT

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

2013 Chevrolet Malibu 1LT

Amherst, OH

UnscoredInsufficient · 0
$7,99930,634 mi

Amherst, OH

2013 Buick LaCrosse Base

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

2013 Buick LaCrosse Base

Amherst, OH

Unscored
$7,999148,684 mi

Comparison: 5 similar vehicles

Amherst, OH

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Amherst, OH

OverpricedLimited · 15
$7,999130,349 mi

Market: $2,995 – $7,995

Comparison: 15 similar vehicles

Amherst, OH

2012 Dodge Durango SXT

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

2012 Dodge Durango SXT

Amherst, OH

Unscored
$7,999190,364 mi

Comparison: 9 similar vehicles

Amherst, OH

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Amherst, OH

OverpricedLimited · 15
$7,999149,614 mi

Market: $3,795 – $6,999

Comparison: 15 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Amherst, OH

2011 Chevrolet Malibu LTZ

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

2011 Chevrolet Malibu LTZ

Amherst, OH

Unscored
$7,999131,632 mi

Comparison: 9 similar vehicles

Amherst, OH

2010 Cadillac SRX Luxury Collection

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

2010 Cadillac SRX Luxury Collection

Amherst, OH

Unscored
$7,999151,885 mi

Comparison: 13 similar vehicles

Amherst, OH

2008 Ford Taurus X SEL

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

2008 Ford Taurus X SEL

Amherst, OH

Unscored
$7,999170,843 mi

Comparison: 10 similar vehicles

Amherst, OH

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Amherst, OH

UnscoredInsufficient · 4
$7,999141,516 mi

Comparison: 4 similar vehicles

Amherst, OH

2007 Honda CR-V EX

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

2007 Honda CR-V EX

Amherst, OH

Unscored
$7,999159,361 mi

Comparison: 10 similar vehicles

Amherst, OH

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Amherst, OH

UnscoredInsufficient · 3
$7,999131,887 mi

Comparison: 3 similar vehicles

Amherst, OH

1996 Chevrolet Corvette

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

1996 Chevrolet Corvette

Amherst, OH

UnscoredInsufficient · 0
$7,999100,715 mi

Amherst, OH

2003 Toyota Avalon XL

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

2003 Toyota Avalon XL

Amherst, OH

UnscoredInsufficient · 0
$8,499133,864 mi

Amherst, OH

2014 Chevrolet Malibu 1LS

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

2014 Chevrolet Malibu 1LS

Amherst, OH

Fair PriceModerate · 20
$8,74886,711 mi

Market: $2,200 – $11,999

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Amherst, OH

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Amherst, OH

Unscored
$8,99565,188 mi

Comparison: 5 similar vehicles

Amherst, OH

2013 Ford Taurus SEL

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

2013 Ford Taurus SEL

Amherst, OH

Unscored
$8,999159,900 mi

Comparison: 7 similar vehicles

Amherst, OH

2013 Subaru Legacy I Limited

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

2013 Subaru Legacy I Limited

Amherst, OH

Unscored
$8,999109,508 mi

Comparison: 5 similar vehicles

Amherst, OH

2012 GMC Terrain SLT-1

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

2012 GMC Terrain SLT-1

Amherst, OH

Unscored
$8,999136,804 mi

Comparison: 10 similar vehicles

Amherst, OH

2011 Ford Taurus Limited

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

2011 Ford Taurus Limited

Amherst, OH

UnscoredInsufficient · 4
$8,999146,215 mi

Comparison: 4 similar vehicles

Amherst, OH

2010 Mercedes-Benz M-Class ML350

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

2010 Mercedes-Benz M-Class ML350

Amherst, OH

Unscored
$8,999145,716 mi

Comparison: 16 similar vehicles

Amherst, OH

2009 Ford F-150 STX

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

2009 Ford F-150 STX

Amherst, OH

UnscoredInsufficient · 4
$8,999123,423 mi

Comparison: 4 similar vehicles

Amherst, OH

2007 GMC Yukon XL

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

2007 GMC Yukon XL

Amherst, OH

UnscoredInsufficient · 0
$8,999140,503 mi

Amherst, OH

2000 Chevrolet Express G3500

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

2000 Chevrolet Express G3500

Amherst, OH

UnscoredInsufficient · 0
$8,99950,880 mi

Amherst, OH

2011 Chevrolet Silverado 1500 LT

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

2011 Chevrolet Silverado 1500 LT

Amherst, OH

Unscored
$9,448191,706 mi

Comparison: 17 similar vehicles

Amherst, OH

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. 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

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • 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.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

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 rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

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 route inbound buyer inquiries and control verified contact information.
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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