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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

615 listings found

2011 Nissan Sentra S

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

2011 Nissan Sentra S

Somerton, AZ

UnscoredInsufficient · 0
$3,995188,985 mi

Somerton, AZ

2010 Kia Forte EX

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

2010 Kia Forte EX

Somerton, AZ

UnscoredInsufficient · 3
$3,995151,096 mi

Comparison: 3 similar vehicles

Somerton, AZ

2009 Nissan Versa Base

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

2009 Nissan Versa Base

Somerton, AZ

UnscoredInsufficient · 0
$3,995178,976 mi

Somerton, AZ

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Somerton, AZ

Salvage title
$3,995138,316 mi

Somerton, AZ

2009 Volkswagen Passat Komfort

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

2009 Volkswagen Passat Komfort

Somerton, AZ

UnscoredInsufficient · 0
$3,995194,744 mi

Somerton, AZ

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Yuma, AZ

UnscoredInsufficient · 0
$3,997162,914 mi

Yuma, AZ

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Somerton, AZ

UnscoredLimited · 17
$4,295173,090 mi

Comparison: 17 similar vehicles

Somerton, AZ

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Somerton, AZ

UnscoredLimited · 5
$4,495180,000 mi

Comparison: 5 similar vehicles

Somerton, AZ

1999 Honda Accord EX

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

1999 Honda Accord EX

Somerton, AZ

UnscoredInsufficient · 0
$4,495228,636 mi

Somerton, AZ

1997 Buick Century CUSTOM

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

1997 Buick Century CUSTOM

Yuma, AZ

UnscoredInsufficient · 0
$4,90085,428 mi

Yuma, AZ

2015 Nissan Versa Sedan S Plus

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

2015 Nissan Versa Sedan S Plus

Somerton, AZ

UnscoredLimited · 6
$4,995150,112 mi

Comparison: 6 similar vehicles

Somerton, AZ

2009 Dodge Charger SE

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

2009 Dodge Charger SE

Somerton, AZ

UnscoredInsufficient · 0
$4,995139,474 mi

Somerton, AZ

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Somerton, AZ

UnscoredInsufficient · 0
$4,995159,579 mi

Somerton, AZ

2005 Honda Civic LX

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

2005 Honda Civic LX

Somerton, AZ

UnscoredInsufficient · 0
$4,995211,187 mi

Somerton, AZ

2002 Lexus ES 300

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

2002 Lexus ES 300

Somerton, AZ

UnscoredInsufficient · 0
$4,995149,473 mi

Somerton, AZ

2001 Mazda Protege ES 2.0

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

2001 Mazda Protege ES 2.0

Somerton, AZ

UnscoredInsufficient · 0
$4,995132,470 mi

Somerton, AZ

1997 Mercedes-Benz E-Class E 420

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

1997 Mercedes-Benz E-Class E 420

Somerton, AZ

UnscoredInsufficient · 0
$4,995153,801 mi

Somerton, AZ

2003 Mercedes-Benz C-Class C320 4Matic

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

2003 Mercedes-Benz C-Class C320 4Matic

Yuma, AZ

UnscoredInsufficient · 0
$4,997151,314 mi

Yuma, AZ

2010 Ford Focus SE

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

2010 Ford Focus SE

Yuma, AZ

UnscoredInsufficient · 0
$5,497128,753 mi

Yuma, AZ

2015 Nissan Sentra S

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

2015 Nissan Sentra S

Somerton, AZ

UnscoredLimited · 5
$5,895124,344 mi

Comparison: 5 similar vehicles

Somerton, AZ

2015 Dodge Dart GT

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

2015 Dodge Dart GT

Gadsden, AZ

UnscoredInsufficient · 0
$5,900149,335 mi

Gadsden, AZ

2008 Buick Lucerne CX

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

2008 Buick Lucerne CX

Yuma, AZ

UnscoredInsufficient · 0
$5,900145,000 mi

Yuma, AZ

2018 Mitsubishi Mirage G4 ES

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

2018 Mitsubishi Mirage G4 ES

Somerton, AZ

UnscoredInsufficient · 0
$5,99561,371 mi

Somerton, AZ

2016 Chevrolet Sonic LTZ

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

2016 Chevrolet Sonic LTZ

Somerton, AZ

UnscoredInsufficient · 0
$5,99590,253 mi

Somerton, AZ

2016 Chevrolet Impala Limited 2FL

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

2016 Chevrolet Impala Limited 2FL

Somerton, AZ

UnscoredInsufficient · 0
$5,995133,079 mi

Somerton, AZ

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Somerton, AZ

UnscoredLimited · 7
$5,995106,873 mi

Comparison: 7 similar vehicles

Somerton, AZ

2015 Kia Optima LX

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

2015 Kia Optima LX

Yuma, AZ

UnscoredLimited · 15
$5,995130,200 mi

Comparison: 15 similar vehicles

Yuma, AZ

2013 Hyundai Accent GLS

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

2013 Hyundai Accent GLS

Yuma, AZ

UnscoredInsufficient · 0
$5,995136,940 mi

Yuma, AZ

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Somerton, AZ

UnscoredModerate · 29
$5,995134,509 mi

Comparison: 29 similar vehicles

Somerton, AZ

2010 Volkswagen Jetta SE

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

2010 Volkswagen Jetta SE

Somerton, AZ

UnscoredInsufficient · 0
$5,995150,372 mi

Somerton, AZ

2009 Honda Civic DX-VP

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

2009 Honda Civic DX-VP

Somerton, AZ

UnscoredInsufficient · 0
$5,995210,632 mi

Somerton, AZ

2007 Honda Accord 3.0 SE

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

2007 Honda Accord 3.0 SE

Yuma, AZ

UnscoredInsufficient · 0
$5,99573,542 mi

Yuma, AZ

2006 Ford Fusion SEL

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

2006 Ford Fusion SEL

Yuma, AZ

UnscoredInsufficient · 0
$6,49795,159 mi

Yuma, AZ

2019 Nissan Versa Sedan SV

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

2019 Nissan Versa Sedan SV

Somerton, AZ

UnscoredLimited · 7
$6,995119,372 mi

Comparison: 7 similar vehicles

Somerton, AZ

2018 Nissan Versa Sedan SV

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

2018 Nissan Versa Sedan SV

Somerton, AZ

UnscoredInsufficient · 3
$6,995105,465 mi

Comparison: 3 similar vehicles

Somerton, AZ

2016 Nissan Versa Sedan S

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

2016 Nissan Versa Sedan S

Somerton, AZ

UnscoredInsufficient · 0
$6,995115,963 mi

Somerton, AZ

2012 Mercedes-Benz C-Class C250 Sport

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

2012 Mercedes-Benz C-Class C250 Sport

Somerton, AZ

UnscoredLimited · 15
$6,995142,341 mi

Comparison: 15 similar vehicles

Somerton, AZ

2011 Chevrolet Malibu LTZ

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

2011 Chevrolet Malibu LTZ

Yuma, AZ

UnscoredInsufficient · 0
$6,99587,632 mi

Yuma, AZ

2010 Chevrolet Malibu LTZ

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

2010 Chevrolet Malibu LTZ

Somerton, AZ

UnscoredInsufficient · 0
$6,995104,557 mi

Somerton, AZ

2009 Mercedes-Benz E-Class E350 Sport/Luxury

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

2009 Mercedes-Benz E-Class E350 Sport/Luxury

Somerton, AZ

UnscoredInsufficient · 0
$6,995161,133 mi

Somerton, AZ

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Yuma, AZ

UnscoredLimited · 9
$6,997126,581 mi

Comparison: 9 similar vehicles

Yuma, AZ

2009 Hyundai Azera GLS

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

2009 Hyundai Azera GLS

Yuma, AZ

UnscoredInsufficient · 0
$6,997100,766 mi

Yuma, AZ

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

Yuma, AZ

UnscoredInsufficient · 0
$6,997115,332 mi

Yuma, AZ

2015 Volkswagen Jetta S

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

2015 Volkswagen Jetta S

Somerton, AZ

Fair PriceLimited · 11
$7,495111,284 mi

Market: $5,599 – $10,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 510 days listed (based on current market benchmarks)

Somerton, AZ

2013 Chevrolet Malibu 1LS

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

2013 Chevrolet Malibu 1LS

Yuma, AZ

UnscoredInsufficient · 3
$7,499120,874 mi

Comparison: 3 similar vehicles

Yuma, AZ

2012 Nissan Altima S

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

2012 Nissan Altima S

Yuma, AZ

Fair PriceLimited · 10
$7,90094,170 mi

Market: $3,975 – $9,130

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Yuma, AZ

2018 Chevrolet Sonic LS

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

2018 Chevrolet Sonic LS

Yuma, AZ

UnscoredInsufficient · 0
$7,99566,859 mi

Yuma, AZ

2014 Dodge Charger SE

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

2014 Dodge Charger SE

Yuma, AZ

UnscoredLimited · 5
$7,995102,868 mi

Comparison: 5 similar vehicles

Yuma, AZ

2011 Hyundai Sonata SE

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

2011 Hyundai Sonata SE

Yuma, AZ

UnscoredLimited · 7
$7,995130,000 mi

Comparison: 7 similar vehicles

Yuma, AZ

2010 Dodge Avenger SXT

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

2010 Dodge Avenger SXT

Yuma, AZ

UnscoredInsufficient · 0
$8,40046,474 mi

Yuma, AZ

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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