Skip to main content
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 20, 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

20,415 listings found

2011 Subaru Forester X

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

2011 Subaru Forester X

Gilroy, CA

UnscoredLimited · 7
$2,988206,373 mi

Comparison: 7 similar vehicles

Gilroy, CA

2001 Acura MDX Touring Package

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

2001 Acura MDX Touring Package

Fremont, CA

UnscoredInsufficient · 0
$2,995320,328 mi

Fremont, CA

2001 Chevrolet Suburban Base

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

2001 Chevrolet Suburban Base

Fremont, CA

UnscoredInsufficient · 4
$3,000265,500 mi

Comparison: 4 similar vehicles

Fremont, CA

2010 Mercury Mariner Base

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

2010 Mercury Mariner Base

Fremont, CA

UnscoredInsufficient · 0
$3,495174,930 mi

Fremont, CA

2007 Chrysler Aspen Limited

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

2007 Chrysler Aspen Limited

Fremont, CA

UnscoredInsufficient · 0
$3,495226,089 mi

Fremont, CA

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Fremont, CA

UnscoredInsufficient · 0
$3,500249,201 mi

Fremont, CA

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

2001 Subaru Forester L 4 AT

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

2001 Subaru Forester L 4 AT

Fremont, CA

UnscoredInsufficient · 0
$3,800139,800 mi

Fremont, CA

2004 Acura MDX Touring Package

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

2004 Acura MDX Touring Package

Newark, CA

UnscoredLimited · 5
$3,900207,292 mi

Comparison: 5 similar vehicles

Newark, 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

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Newark, CA

UnscoredInsufficient · 3
$3,950197,059 mi

Comparison: 3 similar vehicles

Newark, CA

2004 GMC Envoy SLT

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

2004 GMC Envoy SLT

Gilroy, CA

UnscoredInsufficient · 0
$3,950156,690 mi

Gilroy, CA

2004 Honda CR-V LX

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

2004 Honda CR-V LX

Fremont, CA

UnscoredInsufficient · 0
$3,950197,872 mi

Fremont, 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

2000 Lexus RX 300

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

2000 Lexus RX 300

Newark, CA

UnscoredInsufficient · 4
$3,950172,626 mi

Comparison: 4 similar vehicles

Newark, CA

2008 Ford Edge SEL

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

2008 Ford Edge SEL

San Jose, CA

UnscoredInsufficient · 4
$3,990196,128 mi

Comparison: 4 similar vehicles

San Jose, CA

2007 Acura MDX Technology Package

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

2007 Acura MDX Technology Package

San Jose, CA

UnscoredInsufficient · 0
$3,995214,596 mi

San Jose, 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

2010 Mazda CX-7 i SV

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

2010 Mazda CX-7 i SV

San Jose, CA

Salvage title
$4,475136,115 mi

San Jose, CA

2008 Audi Q7 Premium

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

2008 Audi Q7 Premium

San Jose, CA

UnscoredInsufficient · 0
$4,500155,540 mi

San Jose, 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

2001 Mercedes-Benz M-Class ML55 AMG

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

2001 Mercedes-Benz M-Class ML55 AMG

Fremont, CA

UnscoredInsufficient · 0
$4,500196,832 mi

Fremont, 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

2003 Lexus RX 300

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

2003 Lexus RX 300

San Jose, CA

UnscoredInsufficient · 0
$4,750167,400 mi

San Jose, CA

2004 Toyota Highlander Base

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

2004 Toyota Highlander Base

Newark, CA

UnscoredInsufficient · 3
$4,800199,604 mi

Comparison: 3 similar vehicles

Newark, CA

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Newark, CA

UnscoredLimited · 15
$4,900159,410 mi

Comparison: 15 similar vehicles

Newark, CA

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Newark, CA

UnscoredLimited · 5
$4,900184,028 mi

Comparison: 5 similar vehicles

Newark, 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

2008 Mercedes-Benz M-Class ML350

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

2008 Mercedes-Benz M-Class ML350

Newark, CA

UnscoredInsufficient · 3
$4,900170,263 mi

Comparison: 3 similar vehicles

Newark, 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

2005 Ford Explorer Eddie Bauer

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

2005 Ford Explorer Eddie Bauer

Newark, CA

UnscoredInsufficient · 0
$4,950143,758 mi

Newark, CA

2005 Subaru Forester XS

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

2005 Subaru Forester XS

Newark, CA

UnscoredInsufficient · 3
$4,950160,429 mi

Comparison: 3 similar vehicles

Newark, 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 · 11
$4,988124,392 mi

Comparison: 11 similar vehicles

Gilroy, CA

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Fremont, CA

UnscoredLimited · 17
$4,995237,648 mi

Comparison: 17 similar vehicles

Fremont, CA

2013 Nissan Rogue S

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

2013 Nissan Rogue S

San Jose, CA

UnscoredInsufficient · 4
$4,99584,806 mi

Comparison: 4 similar vehicles

San Jose, CA

2013 Hyundai Tucson GLS

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

2013 Hyundai Tucson GLS

San Jose, CA

UnscoredInsufficient · 4
$4,995175,006 mi

Comparison: 4 similar vehicles

San Jose, CA

2010 Mercedes-Benz GL-Class GL450

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

2010 Mercedes-Benz GL-Class GL450

Fremont, CA

UnscoredLimited · 7
$4,995188,269 mi

Comparison: 7 similar vehicles

Fremont, CA

2009 Mazda CX-7 Sport

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

2009 Mazda CX-7 Sport

Fremont, CA

UnscoredInsufficient · 0
$4,995151,626 mi

Fremont, CA

2007 BMW X5 3.0si

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

2007 BMW X5 3.0si

Fremont, CA

UnscoredInsufficient · 0
$4,995179,300 mi

Fremont, 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 Nissan Murano SL

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

2006 Nissan Murano SL

San Jose, CA

UnscoredInsufficient · 0
$4,99575,285 mi

San Jose, 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

2006 Mercedes-Benz M-Class ML350

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

2006 Mercedes-Benz M-Class ML350

Newark, CA

UnscoredLimited · 6
$4,999110,103 mi

Comparison: 6 similar vehicles

Newark, 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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.