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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 6, 2026

7.1M+

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

3,358 listings found

2011 GMC Acadia SL

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

2011 GMC Acadia SL

Mesquite, TX

UnscoredInsufficient · 0
$2,995159,490 mi

Mesquite, TX

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Mesquite, TX

Unscored
$3,595134,300 mi

Comparison: 13 similar vehicles

Mesquite, TX

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Mesquite, TX

Unscored
$3,995110,821 mi

Comparison: 7 similar vehicles

Mesquite, TX

2010 Lexus GS 350

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

2010 Lexus GS 350

Mesquite, TX

Salvage title
$3,995204,157 mi

Mesquite, TX

2014 Cadillac SRX Premium Collection

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

2014 Cadillac SRX Premium Collection

Mesquite, TX

Unscored
$4,750205,877 mi

Comparison: 5 similar vehicles

Mesquite, TX

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Mesquite, TX

Unscored
$4,995152,385 mi

Comparison: 8 similar vehicles

Mesquite, TX

2014 Dodge Avenger SXT

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

2014 Dodge Avenger SXT

Mesquite, TX

UnscoredInsufficient · 0
$5,850128,999 mi

Mesquite, TX

2016 Nissan Altima S

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

2016 Nissan Altima S

Mesquite, TX

Unscored
$5,995120,237 mi

Comparison: 13 similar vehicles

Mesquite, TX

2012 Chevrolet Malibu 3LT

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

2012 Chevrolet Malibu 3LT

Mesquite, TX

UnscoredInsufficient · 0
$6,495119,828 mi

Mesquite, TX

2019 Ford Fiesta SE

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

2019 Ford Fiesta SE

Mesquite, TX

Fair PriceLimited · 15
$6,995115,802 mi

Market: $4,950 – $9,149

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Mesquite, TX

2016 MINI Countryman S

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

2016 MINI Countryman S

Mesquite, TX

UnscoredInsufficient · 4
$6,995113,944 mi

Comparison: 4 similar vehicles

Mesquite, TX

2016 Chevrolet Malibu Limited 1LT

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

2016 Chevrolet Malibu Limited 1LT

Mesquite, TX

UnscoredInsufficient · 0
$7,109149,132 mi

Mesquite, TX

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Mesquite, TX

Unscored
$7,122140,206 mi

Comparison: 10 similar vehicles

Mesquite, TX

2017 Kia Rio LX

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

2017 Kia Rio LX

Mesquite, TX

Fair PriceLimited · 18
$7,22186,000 mi

Market: $5,975 – $8,545

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Mesquite, TX

2018 Dodge Journey Crossroad

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

2018 Dodge Journey Crossroad

Mesquite, TX

UnscoredInsufficient · 4
$7,277150,659 mi

Comparison: 4 similar vehicles

Mesquite, TX

2016 Ford Escape SE

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

2016 Ford Escape SE

Mesquite, TX

Unscored
$7,495122,439 mi

Comparison: 12 similar vehicles

Mesquite, TX

2019 Jaguar F-Pace Prestige

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

2019 Jaguar F-Pace Prestige

Mesquite, TX

Salvage title
$7,55085,886 mi

Mesquite, TX

2014 MINI Countryman S

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

2014 MINI Countryman S

Mesquite, TX

Unscored
$7,777123,000 mi

Comparison: 6 similar vehicles

Mesquite, TX

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Mesquite, TX

Fair PriceLimited · 15
$7,80094,495 mi

Market: $4,995 – $13,966

Comparison: 15 similar vehicles

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

Mesquite, TX

2015 Kia Forte EX

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

2015 Kia Forte EX

Mesquite, TX

Unscored
$7,850120,844 mi

Comparison: 12 similar vehicles

Mesquite, TX

2017 Cadillac ATS Sedan Luxury

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

2017 Cadillac ATS Sedan Luxury

Mesquite, TX

Unscored
$7,900163,987 mi

Comparison: 5 similar vehicles

Mesquite, TX

2015 Kia Sportage LX

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

2015 Kia Sportage LX

Mesquite, TX

Unscored
$7,995105,826 mi

Comparison: 7 similar vehicles

Mesquite, TX

2014 Ford Focus SE

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

2014 Ford Focus SE

Mesquite, TX

Unscored
$7,995134,564 mi

Comparison: 32 similar vehicles

Mesquite, TX

2011 Volvo C70 T5

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

2011 Volvo C70 T5

Mesquite, TX

UnscoredInsufficient · 3
$7,99580,494 mi

Comparison: 3 similar vehicles

Mesquite, TX

2009 Toyota Prius Touring

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

2009 Toyota Prius Touring

Mesquite, TX

UnscoredInsufficient · 0
$7,995132,295 mi

Mesquite, TX

No Photo

2018 Nissan Altima SL

Mesquite, TX

Unscored
$7,999152,000 mi

Comparison: 15 similar vehicles

Mesquite, TX

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Mesquite, TX

Unscored
$8,02098,686 mi

Comparison: 6 similar vehicles

Mesquite, TX

2012 Hyundai Genesis Coupe Base

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

2012 Hyundai Genesis Coupe Base

Mesquite, TX

UnscoredInsufficient · 0
$8,220109,145 mi

Mesquite, TX

2003 Toyota 4Runner Limited

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

2003 Toyota 4Runner Limited

Mesquite, TX

UnscoredInsufficient · 0
$8,220297,595 mi

Mesquite, TX

2013 Cadillac ATS Premium Collection

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

2013 Cadillac ATS Premium Collection

Mesquite, TX

UnscoredInsufficient · 0
$8,495136,717 mi

Mesquite, TX

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Mesquite, TX

Great DealModerate · 25
$8,700115,180 mi

Market: $11,140 – $24,995

Comparison: 25 similar vehicles

Competitively priced ~22% below the typical range compared to similar vehicles · 7 days listed (based on current market benchmarks)

Mesquite, TX

2013 Cadillac XTS Platinum Collection

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

2013 Cadillac XTS Platinum Collection

Mesquite, TX

UnscoredInsufficient · 0
$8,750123,757 mi

Mesquite, TX

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Mesquite, TX

Unscored
$8,85074,732 mi

Comparison: 7 similar vehicles

Mesquite, TX

2015 Ford Escape SE

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

2015 Ford Escape SE

Mesquite, TX

Fair PriceLimited · 15
$8,995102,328 mi

Market: $3,763 – $11,599

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Mesquite, TX

2015 Hyundai Santa Fe Limited

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

2015 Hyundai Santa Fe Limited

Mesquite, TX

UnscoredInsufficient · 4
$8,995120,129 mi

Comparison: 4 similar vehicles

Mesquite, TX

2014 Chevrolet Express Cargo Work Van

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

2014 Chevrolet Express Cargo Work Van

Mesquite, TX

Unscored
$8,995400,738 mi

Comparison: 15 similar vehicles

Mesquite, TX

2012 Chevrolet Camaro 2LT

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

2012 Chevrolet Camaro 2LT

Mesquite, TX

UnscoredInsufficient · 3
$8,995150,411 mi

Comparison: 3 similar vehicles

Mesquite, TX

2009 Chevrolet Silverado 1500 1LT

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

2009 Chevrolet Silverado 1500 1LT

Mesquite, TX

UnscoredInsufficient · 3
$8,995149,405 mi

Comparison: 3 similar vehicles

Mesquite, TX

2012 Honda Odyssey Touring

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

2012 Honda Odyssey Touring

Mesquite, TX

Unscored
$9,024147,751 mi

Comparison: 7 similar vehicles

Mesquite, TX

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Mesquite, TX

Fair PriceModerate · 24
$9,112104,499 mi

Market: $5,500 – $19,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Mesquite, TX

2020 Dodge Journey SE

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

2020 Dodge Journey SE

Mesquite, TX

Fair PriceLimited · 19
$9,22096,895 mi

Market: $5,975 – $19,650

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Mesquite, TX

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Mesquite, TX

Fair PriceLimited · 15
$9,22085,854 mi

Market: $4,950 – $16,900

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 213 days listed (based on current market benchmarks)

Mesquite, TX

2012 INFINITI G Convertible

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

2012 INFINITI G Convertible

Mesquite, TX

UnscoredInsufficient · 0
$9,220150,500 mi

Mesquite, TX

2016 Chevrolet Spark LS

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

2016 Chevrolet Spark LS

Mesquite, TX

UnscoredInsufficient · 3
$9,24376,003 mi

Comparison: 3 similar vehicles

Mesquite, TX

2014 Subaru Forester i Limited

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

2014 Subaru Forester i Limited

Mesquite, TX

Unscored
$9,450123,995 mi

Comparison: 6 similar vehicles

Mesquite, TX

2019 Nissan Kicks SR

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

2019 Nissan Kicks SR

Mesquite, TX

Unscored
$9,524122,257 mi

Comparison: 6 similar vehicles

Mesquite, TX

2019 Kia Optima S

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

2019 Kia Optima S

Mesquite, TX

Unscored
$9,624151,220 mi

Comparison: 14 similar vehicles

Mesquite, TX

2022 Nissan Rogue Sport S

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

2022 Nissan Rogue Sport S

Mesquite, TX

UnscoredInsufficient · 3
$9,700128,764 mi

Comparison: 3 similar vehicles

Mesquite, TX

2019 Nissan Kicks SV

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

2019 Nissan Kicks SV

Mesquite, TX

UnscoredInsufficient · 4
$9,722129,622 mi

Comparison: 4 similar vehicles

Mesquite, TX

2018 Ford Escape S

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

2018 Ford Escape S

Mesquite, TX

Unscored
$9,75079,509 mi

Comparison: 6 similar vehicles

Mesquite, 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 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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