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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 21, 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

14,385 listings found

2009 Volvo S40 2.4i

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

2009 Volvo S40 2.4i

La Mesa, CA

UnscoredInsufficient · 0
$2,850163,203 mi

La Mesa, CA

1999 Chrysler LHS Base

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

1999 Chrysler LHS Base

San Diego, CA

UnscoredInsufficient · 0
$2,950120,512 mi

San Diego, CA

2005 Mitsubishi Galant ES

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

2005 Mitsubishi Galant ES

National City, CA

UnscoredInsufficient · 0
$2,999180,311 mi

National City, CA

2008 Volkswagen Jetta Wolfsburg Edition

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

2008 Volkswagen Jetta Wolfsburg Edition

National City, CA

UnscoredInsufficient · 0
$3,499133,694 mi

National City, CA

2016 Kia Optima LX

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

2016 Kia Optima LX

Lemon Grove, CA

UnscoredLimited · 17
$3,500148,000 mi

Comparison: 17 similar vehicles

Lemon Grove, CA

2005 Nissan Altima S

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

2005 Nissan Altima S

National City, CA

UnscoredInsufficient · 0
$3,500123,788 mi

National City, CA

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

National City, CA

UnscoredInsufficient · 0
$3,500159,369 mi

National City, CA

2000 BMW 3 Series Base

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

2000 BMW 3 Series Base

San Marcos, CA

UnscoredInsufficient · 0
$3,500157,000 mi

San Marcos, CA

2006 Nissan Altima S

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

2006 Nissan Altima S

Chula Vista, CA

UnscoredInsufficient · 0
$3,830171,941 mi

Chula Vista, CA

2018 Toyota Mirai

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

2018 Toyota Mirai

Lemon Grove, CA

UnscoredLimited · 7
$3,83957,815 mi

Comparison: 7 similar vehicles

Lemon Grove, CA

2001 Nissan Altima GXE

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

2001 Nissan Altima GXE

Costa Mesa, CA

UnscoredInsufficient · 0
$3,87172,000 mi

Costa Mesa, CA

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Temecula, CA

UnscoredLimited · 9
$3,950130,000 mi

Comparison: 9 similar vehicles

Temecula, CA

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

San Diego, CA

UnscoredInsufficient · 3
$3,950Mileage not verified

Comparison: 3 similar vehicles

San Diego, CA

2004 Honda Accord LX

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

2004 Honda Accord LX

Lakeside, CA

Salvage title
$3,975201,153 mi

Lakeside, CA

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Irvine, CA

UnscoredLimited · 5
$3,990178,908 mi

Comparison: 5 similar vehicles

Irvine, CA

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Ramona, CA

UnscoredLimited · 7
$3,995156,624 mi

Comparison: 7 similar vehicles

Ramona, CA

2013 Chevrolet Sonic LTZ

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

2013 Chevrolet Sonic LTZ

National City, CA

UnscoredInsufficient · 0
$3,995138,046 mi

National City, CA

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Ramona, CA

UnscoredModerate · 20
$3,995160,479 mi

Comparison: 20 similar vehicles

Ramona, CA

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Lemon Grove, CA

UnscoredInsufficient · 3
$3,995219,000 mi

Comparison: 3 similar vehicles

Lemon Grove, CA

2010 Toyota Camry Hybrid

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

2010 Toyota Camry Hybrid

Vista, CA

UnscoredInsufficient · 0
$3,995Mileage not verified

Vista, CA

2007 Hyundai Azera Limited

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

2007 Hyundai Azera Limited

San Diego, CA

UnscoredInsufficient · 0
$3,995148,000 mi

San Diego, CA

2002 INFINITI I35 Luxury

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

2002 INFINITI I35 Luxury

Escondido, CA

UnscoredInsufficient · 0
$3,995128,465 mi

Escondido, CA

2014 Nissan Sentra SL

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

2014 Nissan Sentra SL

National City, CA

UnscoredInsufficient · 0
$3,999180,118 mi

National City, CA

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

Murrieta, CA

UnscoredLimited · 7
$3,999193,974 mi

Comparison: 7 similar vehicles

Murrieta, CA

2013 Ford Focus SE

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

2013 Ford Focus SE

National City, CA

UnscoredLimited · 6
$3,999174,638 mi

Comparison: 6 similar vehicles

National City, CA

2013 Buick Verano 1SG

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

2013 Buick Verano 1SG

San Diego, CA

UnscoredInsufficient · 0
$3,999125,000 mi

San Diego, CA

2012 Nissan Sentra S

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

2012 Nissan Sentra S

San Diego, CA

UnscoredInsufficient · 4
$3,999162,560 mi

Comparison: 4 similar vehicles

San Diego, CA

2012 Volvo S60 T5

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

2012 Volvo S60 T5

National City, CA

UnscoredLimited · 8
$3,999100,175 mi

Comparison: 8 similar vehicles

National City, CA

2002 Toyota Camry LE

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

2002 Toyota Camry LE

National City, CA

UnscoredLimited · 5
$3,999165,276 mi

Comparison: 5 similar vehicles

National City, CA

2015 Ford Focus S

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

2015 Ford Focus S

National City, CA

UnscoredInsufficient · 0
$4,000159,465 mi

National City, CA

2004 Acura TL Base

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

2004 Acura TL Base

National City, CA

UnscoredInsufficient · 3
$4,000159,901 mi

Comparison: 3 similar vehicles

National City, CA

2000 Mercedes-Benz E-Class E320 Sedan

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

2000 Mercedes-Benz E-Class E320 Sedan

Dana Point, CA

UnscoredInsufficient · 0
$4,080210,676 mi

Dana Point, CA

2005 Mercedes-Benz E-Class E320

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

2005 Mercedes-Benz E-Class E320

Murrieta, CA

UnscoredInsufficient · 4
$4,100197,500 mi

Comparison: 4 similar vehicles

Murrieta, CA

2003 Honda Accord EX

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

2003 Honda Accord EX

El Cajon, CA

UnscoredLimited · 8
$4,171152,903 mi

Comparison: 8 similar vehicles

El Cajon, CA

2009 Ford Fusion S

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

2009 Ford Fusion S

Chula Vista, CA

UnscoredInsufficient · 0
$4,190116,788 mi

Chula Vista, CA

2009 Hyundai Sonata LIMITED

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

2009 Hyundai Sonata LIMITED

Lakeside, CA

UnscoredInsufficient · 0
$4,300169,567 mi

Lakeside, CA

2004 Mercedes-Benz C-Class C320

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

2004 Mercedes-Benz C-Class C320

La Mesa, CA

UnscoredInsufficient · 0
$4,328129,930 mi

La Mesa, CA

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

El Cajon, CA

UnscoredInsufficient · 0
$4,455177,827 mi

El Cajon, CA

2016 Ford Focus SE

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

2016 Ford Focus SE

National City, CA

UnscoredInsufficient · 3
$4,499132,471 mi

Comparison: 3 similar vehicles

National City, CA

2005 Honda Civic EX

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

2005 Honda Civic EX

National City, CA

UnscoredInsufficient · 0
$4,499125,453 mi

National City, CA

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

San Marcos, CA

UnscoredLimited · 8
$4,500138,000 mi

Comparison: 8 similar vehicles

San Marcos, CA

2016 Kia Forte LX

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

2016 Kia Forte LX

National City, CA

UnscoredLimited · 5
$4,500176,287 mi

Comparison: 5 similar vehicles

National City, CA

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

National City, CA

UnscoredLimited · 11
$4,500146,736 mi

Comparison: 11 similar vehicles

National City, CA

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

National City, CA

UnscoredInsufficient · 4
$4,500139,469 mi

Comparison: 4 similar vehicles

National City, CA

2014 Kia Forte LX

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

2014 Kia Forte LX

San Jacinto, CA

UnscoredLimited · 5
$4,500171,138 mi

Comparison: 5 similar vehicles

San Jacinto, CA

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Corona, CA

UnscoredLimited · 6
$4,500149,350 mi

Comparison: 6 similar vehicles

Corona, CA

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

San Diego, CA

UnscoredInsufficient · 3
$4,50092,900 mi

Comparison: 3 similar vehicles

San Diego, CA

2010 Buick LaCrosse CXL

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

2010 Buick LaCrosse CXL

Murrieta, CA

UnscoredInsufficient · 0
$4,500161,342 mi

Murrieta, CA

2010 BMW 3 Series 328i

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

2010 BMW 3 Series 328i

San Jacinto, CA

UnscoredLimited · 9
$4,500152,467 mi

Comparison: 9 similar vehicles

San Jacinto, CA

2010 Volkswagen CC Sport

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

2010 Volkswagen CC Sport

San Diego, CA

UnscoredInsufficient · 0
$4,500114,452 mi

San Diego, CA

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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