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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

3,627 listings found

2004 Honda Civic LX

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

2004 Honda Civic LX

Dallas, TX

UnscoredInsufficient · 0
$2,200175,477 mi

Dallas, TX

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Dallas, TX

UnscoredLimited · 9
$2,300172,452 mi

Comparison: 9 similar vehicles

Dallas, TX

2015 Mitsubishi Lancer ES

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

2015 Mitsubishi Lancer ES

Dallas, TX

UnscoredLimited · 10
$2,500169,194 mi

Comparison: 10 similar vehicles

Dallas, TX

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Dallas, TX

UnscoredLimited · 10
$2,500146,142 mi

Comparison: 10 similar vehicles

Dallas, TX

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Wills Point, TX

UnscoredLimited · 6
$2,500186,368 mi

Comparison: 6 similar vehicles

Wills Point, TX

2002 Hyundai Sonata Base

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

2002 Hyundai Sonata Base

Dallas, TX

UnscoredInsufficient · 0
$2,995188,450 mi

Dallas, TX

2012 Nissan Maxima S

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

2012 Nissan Maxima S

Dallas, TX

UnscoredLimited · 5
$2,999155,481 mi

Comparison: 5 similar vehicles

Dallas, TX

No Photo

2008 Toyota Camry LE

Corsicana, TX

UnscoredLimited · 10
$3,000123,455 mi

Comparison: 10 similar vehicles

Corsicana, TX

2005 Mercury Sable LS

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

2005 Mercury Sable LS

Rockwall, TX

UnscoredInsufficient · 0
$3,000Mileage not verified

Rockwall, TX

2004 BMW 5 Series 525i

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

2004 BMW 5 Series 525i

Terrell, TX

UnscoredInsufficient · 0
$3,000184,823 mi

Terrell, TX

2001 Honda Accord LX

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

2001 Honda Accord LX

Dallas, TX

UnscoredInsufficient · 0
$3,000215,450 mi

Dallas, TX

1999 Honda Accord LX

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

1999 Honda Accord LX

Dallas, TX

UnscoredInsufficient · 0
$3,000215,632 mi

Dallas, TX

2004 Chevrolet Aveo Base

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

2004 Chevrolet Aveo Base

Dallas, TX

UnscoredInsufficient · 0
$3,495193,325 mi

Dallas, TX

2013 Chevrolet Impala LT

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

2013 Chevrolet Impala LT

Dallas, TX

UnscoredInsufficient · 0
$3,499190,972 mi

Dallas, TX

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Dallas, TX

UnscoredLimited · 15
$3,499151,462 mi

Comparison: 15 similar vehicles

Dallas, TX

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Dallas, TX

UnscoredLimited · 7
$3,499175,851 mi

Comparison: 7 similar vehicles

Dallas, TX

2012 Kia Optima EX

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

2012 Kia Optima EX

Dallas, TX

UnscoredLimited · 8
$3,499172,589 mi

Comparison: 8 similar vehicles

Dallas, TX

2015 Ford Focus SE

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

2015 Ford Focus SE

Greenville, TX

UnscoredLimited · 5
$3,500108,924 mi

Comparison: 5 similar vehicles

Greenville, TX

2015 Kia Forte LX

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

2015 Kia Forte LX

Greenville, TX

UnscoredLimited · 10
$3,500166,217 mi

Comparison: 10 similar vehicles

Greenville, TX

2012 Kia Optima LX

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

2012 Kia Optima LX

Dallas, TX

UnscoredInsufficient · 3
$3,500175,350 mi

Comparison: 3 similar vehicles

Dallas, TX

2009 Nissan Altima SE

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

2009 Nissan Altima SE

Lancaster, TX

UnscoredInsufficient · 0
$3,500144,290 mi

Lancaster, TX

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Greenville, TX

UnscoredLimited · 8
$3,500179,027 mi

Comparison: 8 similar vehicles

Greenville, TX

2007 Lexus GS 350

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

2007 Lexus GS 350

Dallas, TX

UnscoredInsufficient · 0
$3,500187,900 mi

Dallas, TX

2005 Nissan Maxima SL

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

2005 Nissan Maxima SL

Rockwall, TX

UnscoredInsufficient · 0
$3,500187,320 mi

Rockwall, TX

2015 Toyota Camry SE

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

2015 Toyota Camry SE

Dallas, TX

UnscoredLimited · 14
$3,700200,902 mi

Comparison: 14 similar vehicles

Dallas, TX

2019 Mitsubishi Mirage G4 ES

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

2019 Mitsubishi Mirage G4 ES

Greenville, TX

UnscoredLimited · 9
$3,800152,763 mi

Comparison: 9 similar vehicles

Greenville, TX

2013 Buick LaCrosse Leather

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

2013 Buick LaCrosse Leather

Greenville, TX

UnscoredLimited · 8
$3,800198,622 mi

Comparison: 8 similar vehicles

Greenville, TX

2015 Ford Focus SE

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

2015 Ford Focus SE

Corsicana, TX

UnscoredLimited · 5
$3,900198,064 mi

Comparison: 5 similar vehicles

Corsicana, TX

2015 Nissan Versa Sedan S

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

2015 Nissan Versa Sedan S

Corsicana, TX

UnscoredInsufficient · 0
$3,995177,001 mi

Corsicana, TX

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Balch Springs, TX

UnscoredInsufficient · 4
$3,995142,864 mi

Comparison: 4 similar vehicles

Balch Springs, TX

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Dallas, TX

UnscoredLimited · 5
$3,995156,244 mi

Comparison: 5 similar vehicles

Dallas, TX

2009 Dodge Charger SXT

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

2009 Dodge Charger SXT

Dallas, TX

UnscoredInsufficient · 0
$3,995126,165 mi

Dallas, TX

2003 Volkswagen Passat GLS

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

2003 Volkswagen Passat GLS

Terrell, TX

UnscoredInsufficient · 0
$3,995136,842 mi

Terrell, TX

2001 Buick Regal LS

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

2001 Buick Regal LS

Dallas, TX

UnscoredInsufficient · 0
$3,995153,000 mi

Dallas, TX

2001 Toyota Camry XLE

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

2001 Toyota Camry XLE

Dallas, TX

UnscoredInsufficient · 3
$3,995162,755 mi

Comparison: 3 similar vehicles

Dallas, TX

2001 Volvo S40 Base

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

2001 Volvo S40 Base

Dallas, TX

UnscoredInsufficient · 0
$3,99594,803 mi

Dallas, TX

2000 Mazda 626 ES

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

2000 Mazda 626 ES

Dallas, TX

UnscoredInsufficient · 0
$3,995136,594 mi

Dallas, TX

1999 Honda Accord EX

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

1999 Honda Accord EX

Dallas, TX

UnscoredInsufficient · 4
$3,995205,402 mi

Comparison: 4 similar vehicles

Dallas, TX

1997 Buick Century CUSTOM

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

1997 Buick Century CUSTOM

Dallas, TX

UnscoredInsufficient · 0
$3,99568,400 mi

Dallas, TX

2013 Ford Taurus Limited

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

2013 Ford Taurus Limited

Dallas, TX

UnscoredInsufficient · 3
$3,999181,707 mi

Comparison: 3 similar vehicles

Dallas, TX

2013 Buick LaCrosse Touring

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

2013 Buick LaCrosse Touring

Dallas, TX

UnscoredInsufficient · 0
$4,000150,459 mi

Dallas, TX

2017 Hyundai Accent Value Edition

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

2017 Hyundai Accent Value Edition

Dallas, TX

UnscoredInsufficient · 0
$4,15091,295 mi

Dallas, TX

2018 Ford Focus S

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

2018 Ford Focus S

Dallas, TX

UnscoredLimited · 8
$4,495173,409 mi

Comparison: 8 similar vehicles

Dallas, TX

2012 Nissan Versa SL

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

2012 Nissan Versa SL

Dallas, TX

UnscoredInsufficient · 4
$4,495137,596 mi

Comparison: 4 similar vehicles

Dallas, 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
$4,495204,157 mi

Mesquite, TX

2000 Ford Taurus SES

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

2000 Ford Taurus SES

Dallas, TX

UnscoredInsufficient · 0
$4,495126,075 mi

Dallas, TX

2013 Chevrolet Malibu 1SA

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

2013 Chevrolet Malibu 1SA

Dallas, TX

UnscoredInsufficient · 0
$4,499148,138 mi

Dallas, TX

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Dallas, TX

UnscoredLimited · 18
$4,500194,225 mi

Comparison: 18 similar vehicles

Dallas, TX

2010 Honda Civic LX

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

2010 Honda Civic LX

Dallas, TX

UnscoredInsufficient · 4
$4,500234,774 mi

Comparison: 4 similar vehicles

Dallas, TX

2007 Ford Focus ZX4 SE

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

2007 Ford Focus ZX4 SE

Dallas, TX

UnscoredInsufficient · 0
$4,500128,000 mi

Dallas, 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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