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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 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

6,846 listings found

2006 Toyota Corolla CE

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

2006 Toyota Corolla CE

Medford, OR

UnscoredInsufficient · 0
$2,275227,025 mi

Medford, OR

2011 Nissan Altima S

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

2011 Nissan Altima S

Medford, OR

UnscoredInsufficient · 0
$2,637106,964 mi

Medford, OR

2004 Ford Taurus SES

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

2004 Ford Taurus SES

Central Point, OR

Salvage title
$2,975142,971 mi

Central Point, OR

2006 Saturn ION 2

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

2006 Saturn ION 2

Medford, OR

UnscoredInsufficient · 0
$3,492203,913 mi

Medford, OR

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Medford, OR

UnscoredInsufficient · 0
$3,514149,345 mi

Medford, OR

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Medford, OR

UnscoredInsufficient · 0
$3,604189,383 mi

Medford, OR

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Medford, OR

UnscoredInsufficient · 0
$3,637151,606 mi

Medford, OR

2000 BMW 3 Series Base

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

2000 BMW 3 Series Base

Medford, OR

UnscoredInsufficient · 0
$3,764172,841 mi

Medford, OR

2014 Chevrolet Cruze LTZ

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

2014 Chevrolet Cruze LTZ

Medford, OR

UnscoredInsufficient · 0
$3,813153,093 mi

Medford, OR

2001 Toyota Camry LE

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

2001 Toyota Camry LE

Medford, OR

UnscoredInsufficient · 0
$3,990179,013 mi

Medford, OR

2011 Toyota Camry XLE

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

2011 Toyota Camry XLE

Medford, OR

UnscoredInsufficient · 4
$4,137179,149 mi

Comparison: 4 similar vehicles

Medford, OR

2016 Mazda MAZDA6 i Sport

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

2016 Mazda MAZDA6 i Sport

Medford, OR

UnscoredInsufficient · 0
$4,495192,189 mi

Medford, OR

2003 Saturn L-Series L200

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

2003 Saturn L-Series L200

Medford, OR

UnscoredInsufficient · 0
$4,499147,000 mi

Medford, OR

2001 Honda Accord EX Leather

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

2001 Honda Accord EX Leather

Central Point, OR

UnscoredInsufficient · 0
$4,575177,500 mi

Central Point, OR

2016 Hyundai Sonata Sport

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

2016 Hyundai Sonata Sport

Medford, OR

UnscoredInsufficient · 0
$4,637154,219 mi

Medford, OR

2014 Toyota Corolla S

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

2014 Toyota Corolla S

Medford, OR

UnscoredInsufficient · 0
$4,637127,354 mi

Medford, OR

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Medford, OR

UnscoredInsufficient · 4
$4,949127,101 mi

Comparison: 4 similar vehicles

Medford, OR

2011 Audi A4 Premium

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

2011 Audi A4 Premium

Medford, OR

UnscoredInsufficient · 4
$4,975145,926 mi

Comparison: 4 similar vehicles

Medford, OR

1999 Honda Civic LX

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

1999 Honda Civic LX

Central Point, OR

UnscoredInsufficient · 0
$4,975184,419 mi

Central Point, OR

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Medford, OR

UnscoredInsufficient · 0
$4,988165,619 mi

Medford, OR

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Medford, OR

UnscoredInsufficient · 3
$4,993197,281 mi

Comparison: 3 similar vehicles

Medford, OR

2013 Ford Taurus Limited

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

2013 Ford Taurus Limited

Medford, OR

UnscoredInsufficient · 0
$4,995135,982 mi

Medford, OR

2008 Honda Accord EX

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

2008 Honda Accord EX

Medford, OR

UnscoredInsufficient · 0
$4,995147,012 mi

Medford, OR

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Medford, OR

UnscoredInsufficient · 0
$4,995180,479 mi

Medford, OR

2005 Honda Accord LX

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

2005 Honda Accord LX

Medford, OR

UnscoredInsufficient · 0
$4,998200,000 mi

Medford, OR

2011 Hyundai Accent GLS

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

2011 Hyundai Accent GLS

Medford, OR

UnscoredInsufficient · 0
$5,009132,844 mi

Medford, OR

2013 Kia Optima LX

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

2013 Kia Optima LX

Medford, OR

UnscoredLimited · 7
$5,022206,863 mi

Comparison: 7 similar vehicles

Medford, OR

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Medford, OR

UnscoredInsufficient · 0
$5,274160,357 mi

Medford, OR

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Medford, OR

UnscoredInsufficient · 4
$5,275200,025 mi

Comparison: 4 similar vehicles

Medford, OR

2018 Mazda Mazda3 Sport

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

2018 Mazda Mazda3 Sport

Central Point, OR

UnscoredInsufficient · 0
$5,475277,321 mi

Central Point, OR

2008 Lincoln Town Car Signature Limited

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

2008 Lincoln Town Car Signature Limited

Medford, OR

UnscoredInsufficient · 0
$5,495105,702 mi

Medford, OR

2017 Kia Forte LX

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

2017 Kia Forte LX

Medford, OR

UnscoredInsufficient · 3
$5,587152,517 mi

Comparison: 3 similar vehicles

Medford, OR

2017 Ford Focus SE

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

2017 Ford Focus SE

Medford, OR

UnscoredInsufficient · 0
$5,63792,135 mi

Medford, OR

2011 Hyundai Elantra Limited

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

2011 Hyundai Elantra Limited

Medford, OR

UnscoredInsufficient · 0
$5,63747,309 mi

Medford, OR

2011 Mercedes-Benz E-Class E550 Luxury

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

2011 Mercedes-Benz E-Class E550 Luxury

Medford, OR

UnscoredInsufficient · 0
$5,730201,521 mi

Medford, OR

2013 Kia Optima EX

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

2013 Kia Optima EX

Medford, OR

UnscoredInsufficient · 0
$5,740145,646 mi

Medford, OR

2012 Mazda MAZDA6 i Touring

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

2012 Mazda MAZDA6 i Touring

Medford, OR

UnscoredInsufficient · 0
$5,798174,680 mi

Medford, OR

2007 BMW 3 Series 328i

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

2007 BMW 3 Series 328i

Medford, OR

UnscoredInsufficient · 0
$5,811158,211 mi

Medford, OR

2011 Subaru Impreza 2.5i

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

2011 Subaru Impreza 2.5i

Medford, OR

UnscoredInsufficient · 0
$5,819144,468 mi

Medford, OR

2013 Volkswagen CC R-Line

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

2013 Volkswagen CC R-Line

Medford, OR

UnscoredInsufficient · 0
$5,875128,149 mi

Medford, OR

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Medford, OR

UnscoredInsufficient · 0
$5,891352,158 mi

Medford, OR

2012 Volkswagen CC Sport

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

2012 Volkswagen CC Sport

Medford, OR

UnscoredInsufficient · 0
$5,946168,077 mi

Medford, OR

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Central Point, OR

UnscoredInsufficient · 4
$5,97592,218 mi

Comparison: 4 similar vehicles

Central Point, OR

2008 Mercedes-Benz C-Class C300 Luxury

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

2008 Mercedes-Benz C-Class C300 Luxury

Central Point, OR

UnscoredInsufficient · 3
$5,975143,435 mi

Comparison: 3 similar vehicles

Central Point, OR

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Medford, OR

UnscoredInsufficient · 3
$5,995137,290 mi

Comparison: 3 similar vehicles

Medford, OR

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Medford, OR

UnscoredInsufficient · 0
$5,995140,950 mi

Medford, OR

2008 Toyota Camry XLE

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

2008 Toyota Camry XLE

Medford, OR

UnscoredInsufficient · 0
$5,995175,052 mi

Medford, OR

2012 Hyundai Elantra Limited

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

2012 Hyundai Elantra Limited

Medford, OR

UnscoredInsufficient · 0
$5,997101,340 mi

Medford, OR

2013 Mitsubishi Lancer ES

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

2013 Mitsubishi Lancer ES

Medford, OR

UnscoredInsufficient · 0
$6,017114,787 mi

Medford, OR

2017 Hyundai Sonata SE

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

2017 Hyundai Sonata SE

Medford, OR

UnscoredInsufficient · 0
$6,055155,127 mi

Medford, OR

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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