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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

5,484 listings found

2009 Toyota Camry SE

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

2009 Toyota Camry SE

Gilroy, CA

UnscoredInsufficient · 4
$2,977Mileage not verified

Comparison: 4 similar vehicles

Gilroy, CA

1997 Toyota Avalon XL

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

1997 Toyota Avalon XL

Gilroy, CA

Salvage title
$3,488228,678 mi

Gilroy, CA

2002 Nissan Sentra XE

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

2002 Nissan Sentra XE

Gilroy, CA

UnscoredInsufficient · 0
$3,695104,767 mi

Gilroy, CA

2002 Honda Accord EX

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

2002 Honda Accord EX

Santa Cruz, CA

UnscoredInsufficient · 0
$3,900114,000 mi

Santa Cruz, CA

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

San Jose, CA

UnscoredLimited · 10
$3,975177,410 mi

Comparison: 10 similar vehicles

San Jose, CA

2012 Chevrolet Sonic 2LT

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

2012 Chevrolet Sonic 2LT

Gilroy, CA

UnscoredInsufficient · 4
$3,977Mileage not verified

Comparison: 4 similar vehicles

Gilroy, CA

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Salinas, CA

UnscoredModerate · 22
$3,995151,054 mi

Comparison: 22 similar vehicles

Salinas, CA

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Salinas, CA

UnscoredLimited · 8
$3,995253,575 mi

Comparison: 8 similar vehicles

Salinas, CA

1999 Toyota Corolla VE

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

1999 Toyota Corolla VE

Seaside, CA

UnscoredInsufficient · 0
$3,995199,609 mi

Seaside, CA

2007 Nissan Versa S

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

2007 Nissan Versa S

Marina, CA

UnscoredInsufficient · 0
$3,999124,667 mi

Marina, CA

2003 Toyota Camry XLE V6

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

2003 Toyota Camry XLE V6

Soquel, CA

UnscoredInsufficient · 0
$4,000157,117 mi

Soquel, CA

2008 Ford Fusion SEL

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

2008 Ford Fusion SEL

Gilroy, CA

UnscoredInsufficient · 0
$4,47797,909 mi

Gilroy, CA

2006 Mercedes-Benz E-Class E500

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

2006 Mercedes-Benz E-Class E500

Santa Clara, CA

UnscoredInsufficient · 0
$4,488131,297 mi

Santa Clara, CA

2006 BMW 3 Series 325i

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

2006 BMW 3 Series 325i

San Jose, CA

UnscoredInsufficient · 4
$4,495151,774 mi

Comparison: 4 similar vehicles

San Jose, CA

2006 Dodge Charger R/T

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

2006 Dodge Charger R/T

Salinas, CA

UnscoredInsufficient · 0
$4,595199,881 mi

Salinas, CA

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

San Jose, CA

UnscoredInsufficient · 4
$4,820124,664 mi

Comparison: 4 similar vehicles

San Jose, CA

2010 Mercedes-Benz E-Class E350 Sport

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

2010 Mercedes-Benz E-Class E350 Sport

San Jose, CA

UnscoredInsufficient · 3
$4,848244,303 mi

Comparison: 3 similar vehicles

San Jose, CA

2016 Chevrolet Malibu 1FL

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

2016 Chevrolet Malibu 1FL

San Jose, CA

UnscoredInsufficient · 0
$4,900Mileage not verified

San Jose, CA

2007 Honda Civic HYBRID

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

2007 Honda Civic HYBRID

Watsonville, CA

UnscoredLimited · 5
$4,900199,382 mi

Comparison: 5 similar vehicles

Watsonville, CA

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

San Jose, CA

UnscoredInsufficient · 0
$4,920111,305 mi

San Jose, CA

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

San Jose, CA

UnscoredModerate · 24
$4,920192,157 mi

Comparison: 24 similar vehicles

San Jose, CA

2007 Nissan Maxima SE

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

2007 Nissan Maxima SE

Gilroy, CA

UnscoredInsufficient · 0
$4,977144,140 mi

Gilroy, CA

2017 Toyota Mirai

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

2017 Toyota Mirai

San Jose, CA

UnscoredLimited · 6
$4,99591,560 mi

Comparison: 6 similar vehicles

San Jose, CA

2015 Ford Fiesta S

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

2015 Ford Fiesta S

San Jose, CA

UnscoredInsufficient · 0
$4,995178,897 mi

San Jose, CA

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

San Jose, CA

UnscoredInsufficient · 0
$4,995128,900 mi

San Jose, CA

2011 Chevrolet Impala LS

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

2011 Chevrolet Impala LS

Seaside, CA

UnscoredInsufficient · 0
$4,995166,476 mi

Seaside, CA

2009 Audi A6 Premium

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

2009 Audi A6 Premium

San Jose, CA

UnscoredInsufficient · 0
$4,995136,777 mi

San Jose, CA

2006 Toyota Corolla LE

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

2006 Toyota Corolla LE

Seaside, CA

UnscoredInsufficient · 4
$4,995187,318 mi

Comparison: 4 similar vehicles

Seaside, CA

2010 Nissan Versa Base

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

2010 Nissan Versa Base

Freedom, CA

UnscoredInsufficient · 0
$4,999123,266 mi

Freedom, CA

2008 Toyota Camry SE

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

2008 Toyota Camry SE

Marina, CA

UnscoredInsufficient · 0
$4,999207,617 mi

Marina, CA

2006 Lexus IS 250

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

2006 Lexus IS 250

Santa Cruz, CA

UnscoredLimited · 6
$4,999258,659 mi

Comparison: 6 similar vehicles

Santa Cruz, CA

2005 Toyota Corolla S

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

2005 Toyota Corolla S

Salinas, CA

UnscoredInsufficient · 0
$4,999181,148 mi

Salinas, CA

1999 Toyota Avalon XLS

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

1999 Toyota Avalon XLS

Marina, CA

UnscoredInsufficient · 0
$4,999143,866 mi

Marina, CA

1999 Cadillac Seville STS

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

1999 Cadillac Seville STS

San Jose, CA

UnscoredInsufficient · 0
$5,065146,841 mi

San Jose, CA

2010 Nissan Maxima SV

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

2010 Nissan Maxima SV

San Jose, CA

UnscoredInsufficient · 4
$5,171190,273 mi

Comparison: 4 similar vehicles

San Jose, CA

2001 Toyota Corolla S

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

2001 Toyota Corolla S

Gilroy, CA

UnscoredInsufficient · 3
$5,200115,385 mi

Comparison: 3 similar vehicles

Gilroy, CA

2012 Chrysler 200 Limited

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

2012 Chrysler 200 Limited

Santa Clara, CA

UnscoredInsufficient · 0
$5,222140,412 mi

Santa Clara, CA

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Gilroy, CA

UnscoredInsufficient · 4
$5,467177,672 mi

Comparison: 4 similar vehicles

Gilroy, CA

2009 Honda Accord LX-P

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

2009 Honda Accord LX-P

Gilroy, CA

UnscoredInsufficient · 0
$5,488Mileage not verified

Gilroy, CA

2005 Toyota Corolla LE

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

2005 Toyota Corolla LE

Gilroy, CA

UnscoredInsufficient · 3
$5,488157,225 mi

Comparison: 3 similar vehicles

Gilroy, CA

2015 Volvo S60 T5 Premier

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

2015 Volvo S60 T5 Premier

Campbell, CA

UnscoredInsufficient · 0
$5,495135,660 mi

Campbell, CA

2013 Chevrolet Malibu 2SA

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

2013 Chevrolet Malibu 2SA

Gilroy, CA

UnscoredInsufficient · 0
$5,500Mileage not verified

Gilroy, CA

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

Soquel, CA

UnscoredInsufficient · 4
$5,500164,326 mi

Comparison: 4 similar vehicles

Soquel, CA

2007 Honda Accord LX

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

2007 Honda Accord LX

Salinas, CA

UnscoredInsufficient · 0
$5,595197,284 mi

Salinas, CA

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

San Jose, CA

UnscoredLimited · 13
$5,700Mileage not verified

Comparison: 13 similar vehicles

San Jose, CA

2016 Chevrolet Sonic LS

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

2016 Chevrolet Sonic LS

Santa Clara, CA

UnscoredInsufficient · 3
$5,75075,308 mi

Comparison: 3 similar vehicles

Santa Clara, CA

2001 Mercedes-Benz E-Class E320

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

2001 Mercedes-Benz E-Class E320

Watsonville, CA

UnscoredInsufficient · 0
$5,750197,757 mi

Watsonville, 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

Watsonville, CA

UnscoredInsufficient · 0
$5,750144,844 mi

Watsonville, CA

1999 Mercedes-Benz E-Class Base

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

1999 Mercedes-Benz E-Class Base

Watsonville, CA

UnscoredInsufficient · 0
$5,750126,097 mi

Watsonville, CA

2013 Volkswagen CC R-Line

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

2013 Volkswagen CC R-Line

Gilroy, CA

UnscoredInsufficient · 0
$5,783161,796 mi

Gilroy, 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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