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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

5,302 listings found

No Photo

2003 Honda Pilot EX

Gilroy, CA

UnscoredInsufficient · 4
$3,500224,000 mi

Comparison: 4 similar vehicles

Gilroy, CA

2002 GMC Yukon XL SLE

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

2002 GMC Yukon XL SLE

Gilroy, CA

UnscoredInsufficient · 0
$3,500Mileage not verified

Gilroy, CA

2003 Honda CR-V EX

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

2003 Honda CR-V EX

Gilroy, CA

Salvage title
$3,900217,785 mi

Gilroy, CA

2000 Lincoln Navigator Base

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

2000 Lincoln Navigator Base

Gilroy, CA

UnscoredInsufficient · 0
$3,950205,000 mi

Gilroy, CA

2007 Nissan Murano SE

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

2007 Nissan Murano SE

Salinas, CA

UnscoredInsufficient · 0
$3,995211,798 mi

Salinas, CA

2001 Subaru Forester S

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

2001 Subaru Forester S

Watsonville, CA

UnscoredInsufficient · 0
$3,995157,453 mi

Watsonville, CA

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Marina, CA

UnscoredInsufficient · 0
$3,999167,137 mi

Marina, CA

2002 Acura MDX Touring Package

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

2002 Acura MDX Touring Package

Santa Cruz, CA

UnscoredInsufficient · 0
$3,999270,321 mi

Santa Cruz, CA

2007 Acura MDX Technology & Entertainment Package

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

2007 Acura MDX Technology & Entertainment Package

Gilroy, CA

UnscoredInsufficient · 0
$4,500Mileage not verified

Gilroy, CA

No Photo

2004 Lincoln Aviator Ultimate

Gilroy, CA

UnscoredInsufficient · 0
$4,500210,000 mi

Gilroy, CA

2001 Chevrolet Suburban Base

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

2001 Chevrolet Suburban Base

Watsonville, CA

UnscoredInsufficient · 4
$4,500337,773 mi

Comparison: 4 similar vehicles

Watsonville, CA

2000 Ford Explorer XLT

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

2000 Ford Explorer XLT

Gilroy, CA

UnscoredInsufficient · 0
$4,530171,873 mi

Gilroy, CA

2010 Kia Sportage LX

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

2010 Kia Sportage LX

Watsonville, CA

UnscoredInsufficient · 0
$4,900193,020 mi

Watsonville, CA

2006 Jeep Grand Cherokee Limited

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

2006 Jeep Grand Cherokee Limited

Watsonville, CA

UnscoredInsufficient · 0
$4,900121,062 mi

Watsonville, CA

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Gilroy, CA

UnscoredLimited · 14
$4,988124,392 mi

Comparison: 14 similar vehicles

Gilroy, CA

2006 Chevrolet Suburban LS

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

2006 Chevrolet Suburban LS

Watsonville, CA

UnscoredInsufficient · 0
$4,995348,000 mi

Watsonville, CA

2006 Mercury Mariner Hybrid

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

2006 Mercury Mariner Hybrid

Santa Cruz, CA

UnscoredInsufficient · 0
$4,995209,500 mi

Santa Cruz, CA

2006 Ford Explorer Limited

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

2006 Ford Explorer Limited

Marina, CA

UnscoredInsufficient · 0
$4,999190,538 mi

Marina, CA

2012 Ford Escape XLS

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

2012 Ford Escape XLS

Gilroy, CA

UnscoredInsufficient · 0
$5,183140,947 mi

Gilroy, CA

2007 Lexus RX 350

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

2007 Lexus RX 350

Gilroy, CA

UnscoredLimited · 11
$5,183217,813 mi

Comparison: 11 similar vehicles

Gilroy, CA

2012 Acura MDX Technology & Entertainment Package

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

2012 Acura MDX Technology & Entertainment Package

Santa Cruz, CA

UnscoredLimited · 6
$5,325212,100 mi

Comparison: 6 similar vehicles

Santa Cruz, CA

2007 Ford Edge SE

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

2007 Ford Edge SE

Santa Cruz, CA

UnscoredInsufficient · 0
$5,500142,758 mi

Santa Cruz, CA

2008 Ford Escape Limited

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

2008 Ford Escape Limited

Santa Cruz, CA

UnscoredInsufficient · 0
$5,750154,630 mi

Santa Cruz, CA

2005 GMC Yukon SLE

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

2005 GMC Yukon SLE

Freedom, CA

UnscoredInsufficient · 0
$5,900193,741 mi

Freedom, CA

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Gilroy, CA

UnscoredLimited · 8
$5,988164,042 mi

Comparison: 8 similar vehicles

Gilroy, CA

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Seaside, CA

UnscoredLimited · 8
$5,995167,216 mi

Comparison: 8 similar vehicles

Seaside, CA

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Salinas, CA

UnscoredInsufficient · 3
$5,995101,830 mi

Comparison: 3 similar vehicles

Salinas, CA

2009 Nissan Murano S

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

2009 Nissan Murano S

Seaside, CA

UnscoredInsufficient · 3
$5,995162,356 mi

Comparison: 3 similar vehicles

Seaside, CA

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Seaside, CA

UnscoredLimited · 6
$5,995135,153 mi

Comparison: 6 similar vehicles

Seaside, CA

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Seaside, CA

UnscoredInsufficient · 4
$5,995226,212 mi

Comparison: 4 similar vehicles

Seaside, CA

2007 Ford Explorer XLT

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

2007 Ford Explorer XLT

Soquel, CA

UnscoredInsufficient · 0
$5,995131,327 mi

Soquel, CA

2007 Nissan Xterra S

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

2007 Nissan Xterra S

Seaside, CA

UnscoredInsufficient · 0
$5,995204,990 mi

Seaside, CA

2005 Honda CR-V EX

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

2005 Honda CR-V EX

Watsonville, CA

UnscoredLimited · 9
$5,995255,850 mi

Comparison: 9 similar vehicles

Watsonville, CA

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Salinas, CA

UnscoredInsufficient · 0
$5,995194,701 mi

Salinas, CA

2013 Subaru XV Crosstrek Premium

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

2013 Subaru XV Crosstrek Premium

Santa Cruz, CA

UnscoredLimited · 5
$6,125194,500 mi

Comparison: 5 similar vehicles

Santa Cruz, CA

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Salinas, CA

UnscoredInsufficient · 4
$6,179180,049 mi

Comparison: 4 similar vehicles

Salinas, CA

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Gilroy, CA

UnscoredInsufficient · 0
$6,477137,706 mi

Gilroy, CA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Gilroy, CA

UnscoredInsufficient · 4
$6,488Mileage not verified

Comparison: 4 similar vehicles

Gilroy, CA

2013 Buick Encore Leather

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

2013 Buick Encore Leather

Gilroy, CA

UnscoredInsufficient · 0
$6,50092,143 mi

Gilroy, CA

2003 Chevrolet Tahoe LS

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

2003 Chevrolet Tahoe LS

Salinas, CA

UnscoredInsufficient · 0
$6,595167,828 mi

Salinas, CA

2012 Hyundai Santa Fe GLS

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

2012 Hyundai Santa Fe GLS

Santa Cruz, CA

UnscoredInsufficient · 0
$6,750130,190 mi

Santa Cruz, CA

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Watsonville, CA

UnscoredLimited · 6
$6,900161,273 mi

Comparison: 6 similar vehicles

Watsonville, CA

2011 Acura MDX Base

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

2011 Acura MDX Base

Santa Cruz, CA

UnscoredLimited · 7
$6,925177,199 mi

Comparison: 7 similar vehicles

Santa Cruz, CA

2002 Toyota Sequoia Limited

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

2002 Toyota Sequoia Limited

Marina, CA

UnscoredInsufficient · 0
$6,950249,182 mi

Marina, CA

2011 Cadillac SRX Luxury Collection

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

2011 Cadillac SRX Luxury Collection

Gilroy, CA

UnscoredLimited · 5
$6,977128,757 mi

Comparison: 5 similar vehicles

Gilroy, CA

2012 Mercedes-Benz GLK-Class GLK350

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

2012 Mercedes-Benz GLK-Class GLK350

Gilroy, CA

UnscoredLimited · 6
$6,988Mileage not verified

Comparison: 6 similar vehicles

Gilroy, CA

2007 Lexus RX 350

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

2007 Lexus RX 350

Seaside, CA

UnscoredLimited · 11
$6,995222,452 mi

Comparison: 11 similar vehicles

Seaside, CA

2016 Ford Escape SE

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

2016 Ford Escape SE

Gilroy, CA

UnscoredLimited · 5
$7,029142,460 mi

Comparison: 5 similar vehicles

Gilroy, CA

2008 Nissan Pathfinder LE

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

2008 Nissan Pathfinder LE

Gilroy, CA

UnscoredInsufficient · 0
$7,121134,929 mi

Gilroy, CA

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Gilroy, CA

UnscoredLimited · 6
$7,477162,488 mi

Comparison: 6 similar vehicles

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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