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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 30, 2026

6M+

Unique vehicles analyzed

as of October 30, 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

1,213 listings found

2005 Honda Pilot EX

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

2005 Honda Pilot EX

Apache Junction, AZ

UnscoredInsufficient · 0
$1,800Mileage not verified

Apache Junction, AZ

2012 Honda Accord EX-L V6

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

2012 Honda Accord EX-L V6

Apache Junction, AZ

UnscoredInsufficient · 0
$3,491111,669 mi

Apache Junction, AZ

2003 Acura MDX Touring Package

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

2003 Acura MDX Touring Package

Mesa, AZ

UnscoredInsufficient · 0
$3,595244,531 mi

Mesa, AZ

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Apache Junction, AZ

UnscoredInsufficient · 4
$3,950229,769 mi

Comparison: 4 similar vehicles

Apache Junction, AZ

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Globe, AZ

UnscoredInsufficient · 3
$3,995201,238 mi

Comparison: 3 similar vehicles

Globe, AZ

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Apache Junction, AZ

UnscoredInsufficient · 0
$3,995175,432 mi

Apache Junction, AZ

1997 Ford Taurus GL

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

1997 Ford Taurus GL

Apache Junction, AZ

UnscoredInsufficient · 0
$3,99557,490 mi

Apache Junction, AZ

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Mesa, AZ

UnscoredInsufficient · 0
$4,095192,250 mi

Mesa, AZ

2008 Chevrolet HHR LT

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

2008 Chevrolet HHR LT

Mesa, AZ

UnscoredInsufficient · 0
$4,491107,399 mi

Mesa, AZ

2004 Chrysler Sebring LX

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

2004 Chrysler Sebring LX

Mesa, AZ

UnscoredInsufficient · 0
$4,590102,833 mi

Mesa, AZ

2015 FIAT 500 Pop

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

2015 FIAT 500 Pop

Mesa, AZ

Unscored
$4,900136,337 mi

Comparison: 5 similar vehicles

Mesa, AZ

2015 Dodge Grand Caravan SXT

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

2015 Dodge Grand Caravan SXT

Globe, AZ

Unscored
$4,950236,541 mi

Comparison: 14 similar vehicles

Globe, AZ

2011 Chevrolet Cruze ECO

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

2011 Chevrolet Cruze ECO

Apache Junction, AZ

UnscoredInsufficient · 0
$4,994201,577 mi

Apache Junction, AZ

2013 Ford Taurus Limited

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

2013 Ford Taurus Limited

Globe, AZ

UnscoredInsufficient · 0
$4,995142,392 mi

Globe, AZ

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Apache Junction, AZ

UnscoredInsufficient · 0
$4,995167,134 mi

Apache Junction, AZ

2008 Nissan Sentra 2.0

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

2008 Nissan Sentra 2.0

Apache Junction, AZ

UnscoredInsufficient · 0
$4,995151,346 mi

Apache Junction, AZ

2007 Kia Spectra SX

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

2007 Kia Spectra SX

Apache Junction, AZ

UnscoredInsufficient · 0
$4,995153,291 mi

Apache Junction, AZ

2006 Dodge Grand Caravan SXT

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

2006 Dodge Grand Caravan SXT

Apache Junction, AZ

UnscoredInsufficient · 0
$4,995121,073 mi

Apache Junction, AZ

2000 Buick Century CUSTOM

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

2000 Buick Century CUSTOM

Apache Junction, AZ

UnscoredInsufficient · 0
$4,99595,800 mi

Apache Junction, AZ

2009 Nissan Versa SL

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

2009 Nissan Versa SL

Apache Junction, AZ

Unscored
$4,999144,684 mi

Comparison: 5 similar vehicles

Apache Junction, AZ

2014 Ford Escape SE

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

2014 Ford Escape SE

Apache Junction, AZ

Unscored
$5,000127,115 mi

Comparison: 9 similar vehicles

Apache Junction, AZ

2011 Ford Focus SE

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

2011 Ford Focus SE

Mesa, AZ

UnscoredInsufficient · 0
$5,095125,744 mi

Mesa, AZ

2002 Cadillac DeVille Base

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

2002 Cadillac DeVille Base

Apache Junction, AZ

UnscoredInsufficient · 0
$5,494120,666 mi

Apache Junction, AZ

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Apache Junction, AZ

UnscoredInsufficient · 3
$5,495147,913 mi

Comparison: 3 similar vehicles

Apache Junction, AZ

2008 Mazda Tribute i Sport

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

2008 Mazda Tribute i Sport

Apache Junction, AZ

UnscoredInsufficient · 0
$5,495150,960 mi

Apache Junction, AZ

2009 Mazda MAZDA3 Mazdaspeed3 Sport

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

2009 Mazda MAZDA3 Mazdaspeed3 Sport

Apache Junction, AZ

Salvage title
$5,549127,716 mi

Apache Junction, AZ

2017 Toyota Corolla LE

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

2017 Toyota Corolla LE

Mesa, AZ

Unscored
$5,553297,903 mi

Comparison: 8 similar vehicles

Mesa, AZ

2013 Honda Civic SI

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

2013 Honda Civic SI

Mesa, AZ

UnscoredInsufficient · 0
$5,590312,354 mi

Mesa, AZ

2007 Buick Lucerne CXL

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

2007 Buick Lucerne CXL

Mesa, AZ

Unscored
$5,79191,528 mi

Comparison: 7 similar vehicles

Mesa, AZ

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Mesa, AZ

UnscoredInsufficient · 0
$5,900159,345 mi

Mesa, AZ

2013 MINI Cooper Base

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

2013 MINI Cooper Base

Mesa, AZ

UnscoredInsufficient · 3
$5,900106,052 mi

Comparison: 3 similar vehicles

Mesa, AZ

2009 Jeep Commander Limited

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

2009 Jeep Commander Limited

Apache Junction, AZ

UnscoredInsufficient · 0
$5,991131,098 mi

Apache Junction, AZ

2016 Ford Escape SE

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

2016 Ford Escape SE

Apache Junction, AZ

Unscored
$5,995137,777 mi

Comparison: 7 similar vehicles

Apache Junction, AZ

2016 Ford Fiesta S

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

2016 Ford Fiesta S

Apache Junction, AZ

Unscored
$5,995111,630 mi

Comparison: 5 similar vehicles

Apache Junction, AZ

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Apache Junction, AZ

Unscored
$5,995133,206 mi

Comparison: 21 similar vehicles

Apache Junction, AZ

2015 Ford Escape S

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

2015 Ford Escape S

Apache Junction, AZ

UnscoredInsufficient · 0
$5,995167,120 mi

Apache Junction, AZ

2015 Chrysler Town & Country Touring

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

2015 Chrysler Town & Country Touring

Apache Junction, AZ

UnscoredInsufficient · 0
$5,995161,907 mi

Apache Junction, AZ

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Apache Junction, AZ

Fair PriceLimited · 13
$5,995112,098 mi

Market: $4,800 – $9,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Apache Junction, AZ

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Apache Junction, AZ

UnscoredInsufficient · 3
$5,995138,135 mi

Comparison: 3 similar vehicles

Apache Junction, AZ

2013 Ford Focus SE

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

2013 Ford Focus SE

Apache Junction, AZ

UnscoredInsufficient · 4
$5,995151,589 mi

Comparison: 4 similar vehicles

Apache Junction, AZ

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Apache Junction, AZ

UnscoredInsufficient · 0
$5,995145,049 mi

Apache Junction, AZ

2013 Dodge Journey SE

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

2013 Dodge Journey SE

Apache Junction, AZ

Unscored
$5,995131,442 mi

Comparison: 5 similar vehicles

Apache Junction, AZ

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Apache Junction, AZ

Unscored
$5,995129,435 mi

Comparison: 6 similar vehicles

Apache Junction, AZ

2013 Kia Soul +

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

2013 Kia Soul +

Apache Junction, AZ

UnscoredInsufficient · 0
$5,995108,668 mi

Apache Junction, AZ

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Apache Junction, AZ

UnscoredInsufficient · 0
$5,995112,110 mi

Apache Junction, AZ

2012 Subaru Legacy I Limited

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

2012 Subaru Legacy I Limited

Apache Junction, AZ

UnscoredInsufficient · 0
$5,995174,738 mi

Apache Junction, AZ

2011 GMC Acadia SLT1

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

2011 GMC Acadia SLT1

Apache Junction, AZ

UnscoredInsufficient · 0
$5,995185,996 mi

Apache Junction, AZ

2010 Subaru Legacy I Limited

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

2010 Subaru Legacy I Limited

Apache Junction, AZ

UnscoredInsufficient · 0
$5,995175,628 mi

Apache Junction, AZ

2009 Chevrolet Malibu 1LT

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

2009 Chevrolet Malibu 1LT

Apache Junction, AZ

UnscoredInsufficient · 0
$5,995148,517 mi

Apache Junction, AZ

2008 Mazda CX-9 Grand Touring

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

2008 Mazda CX-9 Grand Touring

Apache Junction, AZ

UnscoredInsufficient · 0
$5,995158,606 mi

Apache Junction, AZ

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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