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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 28, 2026

6M+

Unique vehicles analyzed

as of October 28, 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

9,613 listings found

1998 Toyota Camry LE

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

1998 Toyota Camry LE

Chandler, AZ

UnscoredInsufficient · 0
$2,499238,000 mi

Chandler, AZ

2014 Dodge Dart GT

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

2014 Dodge Dart GT

Chandler, AZ

UnscoredInsufficient · 0
$2,900147,976 mi

Chandler, AZ

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Chandler, AZ

UnscoredInsufficient · 4
$2,900303,691 mi

Comparison: 4 similar vehicles

Chandler, AZ

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Chandler, AZ

UnscoredInsufficient · 0
$2,900149,389 mi

Chandler, AZ

2009 Ford Explorer XLT

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

2009 Ford Explorer XLT

Chandler, AZ

UnscoredInsufficient · 0
$2,900195,820 mi

Chandler, AZ

2008 GMC Acadia SLT1

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

2008 GMC Acadia SLT1

Chandler, AZ

UnscoredInsufficient · 0
$2,900211,069 mi

Chandler, AZ

2004 Jeep Liberty Sport

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

2004 Jeep Liberty Sport

Chandler, AZ

UnscoredInsufficient · 0
$2,900171,593 mi

Chandler, AZ

2003 Dodge Grand Caravan EX

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

2003 Dodge Grand Caravan EX

Chandler, AZ

UnscoredInsufficient · 0
$2,900174,806 mi

Chandler, AZ

2002 Nissan Xterra XE

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

2002 Nissan Xterra XE

Chandler, AZ

UnscoredInsufficient · 0
$2,900165,507 mi

Chandler, AZ

2000 Honda Accord EX

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

2000 Honda Accord EX

Chandler, AZ

UnscoredInsufficient · 3
$2,900258,120 mi

Comparison: 3 similar vehicles

Chandler, AZ

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Chandler, AZ

UnscoredInsufficient · 0
$2,975146,948 mi

Chandler, AZ

2014 Nissan JUKE S

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

2014 Nissan JUKE S

Chandler, AZ

UnscoredInsufficient · 0
$3,900178,136 mi

Chandler, AZ

2013 Chevrolet Captiva Sport 2LS

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

2013 Chevrolet Captiva Sport 2LS

Chandler, AZ

UnscoredInsufficient · 0
$3,900151,793 mi

Chandler, AZ

2012 Ford Fiesta S

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

2012 Ford Fiesta S

Chandler, AZ

UnscoredInsufficient · 0
$3,900147,573 mi

Chandler, AZ

2007 Dodge Grand Caravan SE

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

2007 Dodge Grand Caravan SE

Chandler, AZ

UnscoredInsufficient · 0
$3,900180,746 mi

Chandler, AZ

2005 Pontiac Pursuit Base

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

2005 Pontiac Pursuit Base

Chandler, AZ

UnscoredInsufficient · 0
$3,90097,122 mi

Chandler, AZ

2004 Chrysler Town & Country Limited

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

2004 Chrysler Town & Country Limited

Chandler, AZ

UnscoredInsufficient · 0
$3,900161,193 mi

Chandler, AZ

2012 Mitsubishi Galant FE

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

2012 Mitsubishi Galant FE

Chandler, AZ

UnscoredInsufficient · 0
$3,950160,803 mi

Chandler, AZ

2006 Mercedes-Benz C-Class C230 Sport

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

2006 Mercedes-Benz C-Class C230 Sport

Chandler, AZ

UnscoredInsufficient · 0
$3,950121,602 mi

Chandler, AZ

2016 Scion iM Base

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

2016 Scion iM Base

Chandler, AZ

UnscoredInsufficient · 0
$3,975146,464 mi

Chandler, AZ

2012 Nissan Altima S

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

2012 Nissan Altima S

Chandler, AZ

UnscoredInsufficient · 3
$3,975148,071 mi

Comparison: 3 similar vehicles

Chandler, AZ

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Chandler, AZ

UnscoredInsufficient · 0
$3,975178,521 mi

Chandler, AZ

2016 Ford Escape SE

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

2016 Ford Escape SE

Chandler, AZ

Unscored
$4,200165,765 mi

Comparison: 9 similar vehicles

Chandler, AZ

2009 Chevrolet Malibu

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

2009 Chevrolet Malibu

Chandler, AZ

UnscoredInsufficient · 0
$4,250146,000 mi

Chandler, AZ

2015 FIAT 500 Pop

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

2015 FIAT 500 Pop

Chandler, AZ

Unscored
$4,40084,582 mi

Comparison: 5 similar vehicles

Chandler, AZ

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Chandler, AZ

UnscoredInsufficient · 3
$4,600139,426 mi

Comparison: 3 similar vehicles

Chandler, AZ

2014 Dodge Grand Caravan SE

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

2014 Dodge Grand Caravan SE

Chandler, AZ

UnscoredInsufficient · 4
$4,700141,813 mi

Comparison: 4 similar vehicles

Chandler, AZ

2008 Saturn Aura XR

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

2008 Saturn Aura XR

Chandler, AZ

UnscoredInsufficient · 0
$4,700115,537 mi

Chandler, AZ

2007 INFINITI QX 56

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

2007 INFINITI QX 56

Chandler, AZ

UnscoredInsufficient · 0
$4,700153,421 mi

Chandler, AZ

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Chandler, AZ

UnscoredInsufficient · 0
$4,700203,426 mi

Chandler, AZ

2015 Nissan Altima S

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

2015 Nissan Altima S

Chandler, AZ

Unscored
$4,750176,220 mi

Comparison: 21 similar vehicles

Chandler, AZ

2014 Kia Optima LX

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

2014 Kia Optima LX

Chandler, AZ

Unscored
$4,750160,412 mi

Comparison: 8 similar vehicles

Chandler, AZ

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

Chandler, AZ

UnscoredInsufficient · 0
$4,799149,853 mi

Chandler, AZ

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Chandler, AZ

UnscoredInsufficient · 3
$4,800138,820 mi

Comparison: 3 similar vehicles

Chandler, AZ

2009 Nissan Xterra S

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

2009 Nissan Xterra S

Chandler, AZ

Unscored
$4,800157,281 mi

Comparison: 5 similar vehicles

Chandler, AZ

2019 Jeep Renegade Latitude

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

2019 Jeep Renegade Latitude

Chandler, AZ

Unscored
$4,900196,194 mi

Comparison: 6 similar vehicles

Chandler, AZ

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Chandler, AZ

UnscoredInsufficient · 0
$4,900107,478 mi

Chandler, AZ

2016 Dodge Journey CrossRoad Plus

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

2016 Dodge Journey CrossRoad Plus

Chandler, AZ

UnscoredInsufficient · 4
$4,900133,107 mi

Comparison: 4 similar vehicles

Chandler, AZ

2015 Dodge Dart GT

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

2015 Dodge Dart GT

Chandler, AZ

UnscoredInsufficient · 4
$4,900140,769 mi

Comparison: 4 similar vehicles

Chandler, AZ

2015 Nissan Altima S

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

2015 Nissan Altima S

Chandler, AZ

Unscored
$4,900139,281 mi

Comparison: 21 similar vehicles

Chandler, AZ

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Chandler, AZ

UnscoredInsufficient · 3
$4,900144,781 mi

Comparison: 3 similar vehicles

Chandler, AZ

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

Chandler, AZ

Unscored
$4,900204,397 mi

Comparison: 11 similar vehicles

Chandler, AZ

2015 Hyundai Accent GLS

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

2015 Hyundai Accent GLS

Chandler, AZ

UnscoredInsufficient · 0
$4,900161,284 mi

Chandler, AZ

2014 Chevrolet Cruze LTZ

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

2014 Chevrolet Cruze LTZ

Chandler, AZ

Unscored
$4,900198,572 mi

Comparison: 7 similar vehicles

Chandler, AZ

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Chandler, AZ

UnscoredInsufficient · 0
$4,900223,971 mi

Chandler, AZ

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Chandler, AZ

Unscored
$4,900153,334 mi

Comparison: 10 similar vehicles

Chandler, AZ

2013 Chevrolet Cruze ECO

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

2013 Chevrolet Cruze ECO

Chandler, AZ

UnscoredInsufficient · 0
$4,900136,019 mi

Chandler, AZ

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Chandler, AZ

Unscored
$4,900142,625 mi

Comparison: 12 similar vehicles

Chandler, AZ

2013 Chevrolet Equinox LTZ

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

2013 Chevrolet Equinox LTZ

Chandler, AZ

UnscoredInsufficient · 4
$4,900190,013 mi

Comparison: 4 similar vehicles

Chandler, AZ

2013 Mazda MAZDA3 i Sport

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

2013 Mazda MAZDA3 i Sport

Chandler, AZ

UnscoredInsufficient · 0
$4,900202,330 mi

Chandler, 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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