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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 5, 2026

6.8M+

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

3,722 listings found

2000 Saturn L-Series Base

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

2000 Saturn L-Series Base

Stockton, CA

UnscoredInsufficient · 0
$2,200211,157 mi

Stockton, CA

2011 Nissan Altima S

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

2011 Nissan Altima S

Stockton, CA

Salvage title
$2,95098,088 mi

Stockton, CA

1999 Ford F-150 LARIAT

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

1999 Ford F-150 LARIAT

Stockton, CA

UnscoredInsufficient · 0
$2,999197,493 mi

Stockton, CA

2002 Chrysler PT Cruiser LIMITED

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

2002 Chrysler PT Cruiser LIMITED

Stockton, CA

UnscoredInsufficient · 0
$3,450102,332 mi

Stockton, CA

2015 Ford Focus S

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

2015 Ford Focus S

Stockton, CA

UnscoredInsufficient · 0
$3,699148,993 mi

Stockton, CA

2011 Nissan Altima S

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

2011 Nissan Altima S

Stockton, CA

Unscored
$3,800132,712 mi

Comparison: 7 similar vehicles

Stockton, CA

2006 Kia Sportage EX

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

2006 Kia Sportage EX

Stockton, CA

UnscoredInsufficient · 0
$3,800125,320 mi

Stockton, CA

2002 Chevrolet Express Cargo Base

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

2002 Chevrolet Express Cargo Base

Stockton, CA

UnscoredInsufficient · 3
$3,950164,453 mi

Comparison: 3 similar vehicles

Stockton, CA

2002 Volkswagen Golf GLS

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

2002 Volkswagen Golf GLS

Stockton, CA

UnscoredInsufficient · 0
$3,950154,481 mi

Stockton, CA

2008 Toyota Matrix XR

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

2008 Toyota Matrix XR

Stockton, CA

UnscoredInsufficient · 0
$3,999208,269 mi

Stockton, CA

2006 Scion xA Base

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

2006 Scion xA Base

Stockton, CA

Unscored
$3,999178,380 mi

Comparison: 5 similar vehicles

Stockton, CA

2006 Jaguar XJ Series Vanden Plas

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

2006 Jaguar XJ Series Vanden Plas

Stockton, CA

UnscoredInsufficient · 0
$3,999268,056 mi

Stockton, CA

2012 Audi A6 Premium

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

2012 Audi A6 Premium

Stockton, CA

UnscoredInsufficient · 3
$4,00089,678 mi

Comparison: 3 similar vehicles

Stockton, CA

2009 INFINITI G Coupe 37 Journey

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

2009 INFINITI G Coupe 37 Journey

Stockton, CA

UnscoredInsufficient · 0
$4,400159,637 mi

Stockton, CA

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Stockton, CA

UnscoredInsufficient · 3
$4,500147,973 mi

Comparison: 3 similar vehicles

Stockton, CA

2006 Ford F-350 Super Duty XL

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

2006 Ford F-350 Super Duty XL

Stockton, CA

UnscoredInsufficient · 4
$4,500162,300 mi

Comparison: 4 similar vehicles

Stockton, CA

2002 Lexus ES 300

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

2002 Lexus ES 300

Stockton, CA

Unscored
$4,500209,423 mi

Comparison: 8 similar vehicles

Stockton, CA

2011 Chevrolet Traverse LS

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

2011 Chevrolet Traverse LS

Stockton, CA

UnscoredInsufficient · 0
$4,775155,652 mi

Stockton, CA

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Stockton, CA

Unscored
$4,800200,140 mi

Comparison: 9 similar vehicles

Stockton, CA

2007 Ford Econoline

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

2007 Ford Econoline

Stockton, CA

UnscoredInsufficient · 0
$4,950240,216 mi

Stockton, CA

2006 Toyota Prius Base

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

2006 Toyota Prius Base

Stockton, CA

Unscored
$4,950258,700 mi

Comparison: 9 similar vehicles

Stockton, CA

No Photo

2002 Dodge Ram 1500 Pickup ST

Stockton, CA

UnscoredInsufficient · 0
$4,950210,855 mi

Stockton, CA

2002 Volkswagen GTI 337

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

2002 Volkswagen GTI 337

Stockton, CA

UnscoredInsufficient · 0
$4,950156,772 mi

Stockton, CA

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Stockton, CA

Unscored
$4,995166,342 mi

Comparison: 10 similar vehicles

Stockton, CA

2016 Chevrolet Cruze Limited LS

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

2016 Chevrolet Cruze Limited LS

Stockton, CA

UnscoredInsufficient · 4
$4,999118,610 mi

Comparison: 4 similar vehicles

Stockton, CA

2013 Ford C-Max SE

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

2013 Ford C-Max SE

Stockton, CA

UnscoredInsufficient · 4
$4,999163,506 mi

Comparison: 4 similar vehicles

Stockton, CA

2012 Acura TSX Technology Package

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

2012 Acura TSX Technology Package

Stockton, CA

UnscoredInsufficient · 3
$4,999201,507 mi

Comparison: 3 similar vehicles

Stockton, CA

2012 Nissan LEAF SV

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

2012 Nissan LEAF SV

Stockton, CA

UnscoredInsufficient · 0
$4,99936,387 mi

Stockton, CA

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

Stockton, CA

UnscoredInsufficient · 0
$4,999161,463 mi

Stockton, CA

2004 Toyota Sienna CE

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

2004 Toyota Sienna CE

Stockton, CA

UnscoredInsufficient · 4
$4,999195,378 mi

Comparison: 4 similar vehicles

Stockton, CA

2002 Lexus GS 300

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

2002 Lexus GS 300

Stockton, CA

UnscoredInsufficient · 0
$4,999178,677 mi

Stockton, CA

2000 Chevrolet S-10 LS

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

2000 Chevrolet S-10 LS

Stockton, CA

UnscoredInsufficient · 0
$5,495156,947 mi

Stockton, CA

2001 Chevrolet Express Cargo Base

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

2001 Chevrolet Express Cargo Base

Stockton, CA

UnscoredInsufficient · 0
$5,500224,774 mi

Stockton, CA

2013 Hyundai Santa Fe Sport

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

2013 Hyundai Santa Fe Sport

Stockton, CA

UnscoredInsufficient · 4
$5,777158,307 mi

Comparison: 4 similar vehicles

Stockton, CA

2011 Volkswagen GTI Base

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

2011 Volkswagen GTI Base

Stockton, CA

Unscored
$5,800199,408 mi

Comparison: 6 similar vehicles

Stockton, CA

2015 Ford Explorer Utility Police Interceptor

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

2015 Ford Explorer Utility Police Interceptor

Stockton, CA

Unscored
$5,950115,911 mi

Comparison: 8 similar vehicles

Stockton, CA

2013 Chevrolet Cruze LTZ

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

2013 Chevrolet Cruze LTZ

Stockton, CA

UnscoredInsufficient · 0
$5,950159,008 mi

Stockton, CA

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Stockton, CA

Fair PriceLimited · 10
$5,950102,566 mi

Market: $4,500 – $8,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Stockton, CA

No Photo

2008 Toyota Highlander Limited Hybrid

Stockton, CA

Unscored
$5,950193,906 mi

Comparison: 6 similar vehicles

Stockton, CA

2006 Mazda MX-5 Miata Base

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

2006 Mazda MX-5 Miata Base

Stockton, CA

UnscoredInsufficient · 0
$5,950125,479 mi

Stockton, CA

2002 Cadillac Escalade Base

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

2002 Cadillac Escalade Base

Stockton, CA

UnscoredInsufficient · 4
$5,950230,845 mi

Comparison: 4 similar vehicles

Stockton, CA

2021 Chevrolet Spark LS

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

2021 Chevrolet Spark LS

Stockton, CA

UnscoredInsufficient · 0
$5,975150,306 mi

Stockton, CA

2012 Mercedes-Benz GL-Class GL450

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

2012 Mercedes-Benz GL-Class GL450

Stockton, CA

Unscored
$5,995149,957 mi

Comparison: 10 similar vehicles

Stockton, CA

2012 Mazda MAZDA5 Sport

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

2012 Mazda MAZDA5 Sport

Stockton, CA

UnscoredInsufficient · 4
$5,995136,079 mi

Comparison: 4 similar vehicles

Stockton, CA

2014 Volkswagen Passat SE

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

2014 Volkswagen Passat SE

Stockton, CA

Unscored
$5,999158,668 mi

Comparison: 9 similar vehicles

Stockton, CA

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Stockton, CA

Unscored
$5,999123,785 mi

Comparison: 16 similar vehicles

Stockton, CA

2012 INFINITI G Sedan 37 Journey

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

2012 INFINITI G Sedan 37 Journey

Stockton, CA

Unscored
$5,999194,341 mi

Comparison: 7 similar vehicles

Stockton, CA

2011 Subaru Impreza 2.5i Premium

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

2011 Subaru Impreza 2.5i Premium

Stockton, CA

UnscoredInsufficient · 0
$5,999189,438 mi

Stockton, CA

2008 Nissan Altima SE

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

2008 Nissan Altima SE

Stockton, CA

UnscoredInsufficient · 0
$5,999108,227 mi

Stockton, CA

2008 smart fortwo passion

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

2008 smart fortwo passion

Stockton, CA

UnscoredInsufficient · 0
$5,999120,000 mi

Stockton, 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 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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