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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

4,170 listings found

2012 Jeep Compass Sport

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

2012 Jeep Compass Sport

Boerne, TX

UnscoredInsufficient · 0
$2,225144,298 mi

Boerne, TX

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

Boerne, TX

UnscoredInsufficient · 4
$3,225247,474 mi

Comparison: 4 similar vehicles

Boerne, TX

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Boerne, TX

UnscoredInsufficient · 4
$3,225300,582 mi

Comparison: 4 similar vehicles

Boerne, TX

2011 Mitsubishi Galant FE

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

2011 Mitsubishi Galant FE

Boerne, TX

Unscored
$3,225260,042 mi

Comparison: 8 similar vehicles

Boerne, TX

2008 Nissan Altima SL

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

2008 Nissan Altima SL

Boerne, TX

UnscoredInsufficient · 0
$3,225212,876 mi

Boerne, TX

2002 Kia Sportage 4-Door

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

2002 Kia Sportage 4-Door

Boerne, TX

UnscoredInsufficient · 0
$4,144123,818 mi

Boerne, TX

2005 Chrysler PT Cruiser Touring Edition

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

2005 Chrysler PT Cruiser Touring Edition

Boerne, TX

UnscoredInsufficient · 0
$4,339125,142 mi

Boerne, TX

2015 Volkswagen Jetta TDI SEL

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

2015 Volkswagen Jetta TDI SEL

Boerne, TX

UnscoredInsufficient · 0
$4,839254,445 mi

Boerne, TX

2013 Nissan Versa Sedan SV

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

2013 Nissan Versa Sedan SV

Boerne, TX

UnscoredInsufficient · 0
$4,844135,961 mi

Boerne, TX

2008 BMW 3 Series 328i

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

2008 BMW 3 Series 328i

Boerne, TX

Unscored
$4,995200,000 mi

Comparison: 7 similar vehicles

Boerne, TX

2007 Chrysler PT Cruiser Base

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

2007 Chrysler PT Cruiser Base

Boerne, TX

UnscoredInsufficient · 0
$5,22073,381 mi

Boerne, TX

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Boerne, TX

UnscoredInsufficient · 4
$5,225232,937 mi

Comparison: 4 similar vehicles

Boerne, TX

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Boerne, TX

Unscored
$5,225193,379 mi

Comparison: 5 similar vehicles

Boerne, TX

2008 Honda Civic LX

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

2008 Honda Civic LX

Boerne, TX

UnscoredInsufficient · 3
$5,225162,464 mi

Comparison: 3 similar vehicles

Boerne, TX

2008 Toyota Avalon XLS

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

2008 Toyota Avalon XLS

Boerne, TX

UnscoredInsufficient · 0
$5,225201,433 mi

Boerne, TX

2013 Mercedes-Benz E-Class E350 Sport

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

2013 Mercedes-Benz E-Class E350 Sport

Boerne, TX

UnscoredInsufficient · 0
$5,339193,546 mi

Boerne, TX

2013 Mercedes-Benz GL-Class GL450

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

2013 Mercedes-Benz GL-Class GL450

Boerne, TX

Unscored
$5,644186,504 mi

Comparison: 8 similar vehicles

Boerne, TX

2018 MINI Cooper Base

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

2018 MINI Cooper Base

Boerne, TX

UnscoredInsufficient · 3
$5,844126,344 mi

Comparison: 3 similar vehicles

Boerne, TX

2016 Ford Focus SE

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

2016 Ford Focus SE

Boerne, TX

Unscored
$5,975145,226 mi

Comparison: 7 similar vehicles

Boerne, TX

2008 Dodge Caliber SE

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

2008 Dodge Caliber SE

Boerne, TX

UnscoredInsufficient · 0
$5,975143,611 mi

Boerne, TX

2015 BMW 3 Series 320i

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

2015 BMW 3 Series 320i

Boerne, TX

UnscoredInsufficient · 3
$6,044137,378 mi

Comparison: 3 similar vehicles

Boerne, TX

2016 Subaru Crosstrek Limited

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

2016 Subaru Crosstrek Limited

Boerne, TX

Unscored
$6,225172,256 mi

Comparison: 6 similar vehicles

Boerne, TX

2013 Ford Edge SE

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

2013 Ford Edge SE

Boerne, TX

Unscored
$6,225135,040 mi

Comparison: 16 similar vehicles

Boerne, TX

2012 Lincoln MKZ Base

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

2012 Lincoln MKZ Base

Boerne, TX

Unscored
$6,225112,438 mi

Comparison: 8 similar vehicles

Boerne, TX

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Boerne, TX

UnscoredInsufficient · 4
$6,225195,612 mi

Comparison: 4 similar vehicles

Boerne, TX

2011 Toyota Highlander SE

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

2011 Toyota Highlander SE

Boerne, TX

Unscored
$6,225224,260 mi

Comparison: 21 similar vehicles

Boerne, TX

2010 Scion xB Base

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

2010 Scion xB Base

Boerne, TX

UnscoredInsufficient · 0
$6,225208,674 mi

Boerne, TX

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Boerne, TX

Unscored
$6,339172,198 mi

Comparison: 10 similar vehicles

Boerne, TX

2006 Lexus IS 350

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

2006 Lexus IS 350

Boerne, TX

UnscoredInsufficient · 0
$6,344173,888 mi

Boerne, TX

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Boerne, TX

Unscored
$6,975137,888 mi

Comparison: 7 similar vehicles

Boerne, TX

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Boerne, TX

Unscored
$7,220210,330 mi

Comparison: 21 similar vehicles

Boerne, TX

2018 Nissan Sentra S

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

2018 Nissan Sentra S

Boerne, TX

UnscoredInsufficient · 3
$7,225111,276 mi

Comparison: 3 similar vehicles

Boerne, TX

2016 Dodge Dart SE

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

2016 Dodge Dart SE

Boerne, TX

Unscored
$7,22565,313 mi

Comparison: 6 similar vehicles

Boerne, TX

2008 Maserati Quattroporte Base

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

2008 Maserati Quattroporte Base

Boerne, TX

Salvage title
$7,33960,000 mi

Boerne, TX

2007 Volvo C70 T5

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

2007 Volvo C70 T5

Boerne, TX

UnscoredInsufficient · 0
$7,97567,154 mi

Boerne, TX

2010 Audi Q5 Premium

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

2010 Audi Q5 Premium

Boerne, TX

UnscoredInsufficient · 4
$7,995127,996 mi

Comparison: 4 similar vehicles

Boerne, TX

1995 Ford Mustang

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

1995 Ford Mustang

Boerne, TX

UnscoredInsufficient · 0
$7,99592,676 mi

Boerne, TX

2017 Nissan Rogue Sport SV

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

2017 Nissan Rogue Sport SV

Boerne, TX

Unscored
$8,144121,367 mi

Comparison: 13 similar vehicles

Boerne, TX

2008 Honda Accord EX-L V6

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

2008 Honda Accord EX-L V6

Boerne, TX

Unscored
$8,216122,865 mi

Comparison: 10 similar vehicles

Boerne, TX

2018 Ford Escape SE

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

2018 Ford Escape SE

Boerne, TX

Unscored
$8,225132,084 mi

Comparison: 18 similar vehicles

Boerne, TX

2015 GMC Yukon XL SLT

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

2015 GMC Yukon XL SLT

Boerne, TX

Unscored
$8,225207,553 mi

Comparison: 24 similar vehicles

Boerne, TX

2013 Mercedes-Benz GLK-Class GLK250

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

2013 Mercedes-Benz GLK-Class GLK250

Boerne, TX

UnscoredInsufficient · 0
$8,244123,170 mi

Boerne, TX

2020 Chevrolet Equinox Premier

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

2020 Chevrolet Equinox Premier

Boerne, TX

UnscoredInsufficient · 3
$8,339181,507 mi

Comparison: 3 similar vehicles

Boerne, TX

2011 Chevrolet Silverado 1500 LS

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

2011 Chevrolet Silverado 1500 LS

Boerne, TX

UnscoredInsufficient · 4
$8,500220,920 mi

Comparison: 4 similar vehicles

Boerne, TX

2012 Jeep Grand Cherokee Limited

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

2012 Jeep Grand Cherokee Limited

Boerne, TX

UnscoredInsufficient · 3
$8,975150,244 mi

Comparison: 3 similar vehicles

Boerne, TX

2017 FIAT 500 Pop

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

2017 FIAT 500 Pop

Boerne, TX

UnscoredInsufficient · 0
$9,21666,209 mi

Boerne, TX

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Boerne, TX

UnscoredInsufficient · 3
$9,225190,586 mi

Comparison: 3 similar vehicles

Boerne, TX

2017 Audi Q7 Premium Plus

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

2017 Audi Q7 Premium Plus

Boerne, TX

UnscoredInsufficient · 4
$9,239135,599 mi

Comparison: 4 similar vehicles

Boerne, TX

2012 Mercedes-Benz M-Class ML350

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

2012 Mercedes-Benz M-Class ML350

Boerne, TX

UnscoredInsufficient · 3
$9,383114,942 mi

Comparison: 3 similar vehicles

Boerne, TX

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Boerne, TX

Fair PriceLimited · 16
$9,547112,889 mi

Market: $7,900 – $10,223

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Boerne, TX

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 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. 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 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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