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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

244 listings found

2006 Volkswagen Jetta TDI

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

2006 Volkswagen Jetta TDI

Post Falls, ID

UnscoredInsufficient · 0
$3,400237,494 mi

Post Falls, ID

2008 Buick Lucerne CXS

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

2008 Buick Lucerne CXS

Post Falls, ID

UnscoredInsufficient · 0
$5,49571,000 mi

Post Falls, ID

2010 Volkswagen Jetta Limited Edition

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

2010 Volkswagen Jetta Limited Edition

Post Falls, ID

UnscoredInsufficient · 0
$5,900138,633 mi

Post Falls, ID

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Coeur d'Alene, ID

UnscoredInsufficient · 0
$5,990157,825 mi

Coeur d'Alene, ID

2010 Volkswagen Jetta SE

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

2010 Volkswagen Jetta SE

Coeur d'Alene, ID

UnscoredInsufficient · 0
$5,99072,594 mi

Coeur d'Alene, ID

2009 Honda Civic LX

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

2009 Honda Civic LX

Coeur d'Alene, ID

UnscoredInsufficient · 0
$5,990201,456 mi

Coeur d'Alene, ID

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Hayden, ID

UnscoredLimited · 6
$5,995102,900 mi

Comparison: 6 similar vehicles

Hayden, ID

2013 Chevrolet Malibu 2LT

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

2013 Chevrolet Malibu 2LT

Post Falls, ID

Salvage title
$5,995166,340 mi

Post Falls, ID

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Hayden, ID

UnscoredInsufficient · 0
$5,995181,980 mi

Hayden, ID

2010 Honda Accord LX

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

2010 Honda Accord LX

Post Falls, ID

UnscoredInsufficient · 0
$5,995184,640 mi

Post Falls, ID

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Coeur d'Alene, ID

UnscoredInsufficient · 0
$5,995179,930 mi

Coeur d'Alene, ID

2012 Volkswagen Jetta S

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

2012 Volkswagen Jetta S

Hayden, ID

UnscoredInsufficient · 0
$6,495159,469 mi

Hayden, ID

2009 Subaru Legacy I Special Edition

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

2009 Subaru Legacy I Special Edition

Post Falls, ID

UnscoredInsufficient · 0
$6,495137,898 mi

Post Falls, ID

2014 Volkswagen Jetta TDI

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

2014 Volkswagen Jetta TDI

Post Falls, ID

UnscoredInsufficient · 0
$6,500206,275 mi

Post Falls, ID

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Post Falls, ID

UnscoredInsufficient · 0
$6,95084,153 mi

Post Falls, ID

2017 Ford Fiesta S

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

2017 Ford Fiesta S

Post Falls, ID

Salvage title
$6,99542,225 mi

Post Falls, ID

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Coeur d'Alene, ID

UnscoredInsufficient · 0
$6,995135,811 mi

Coeur d'Alene, ID

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Hayden, ID

UnscoredInsufficient · 3
$6,995161,672 mi

Comparison: 3 similar vehicles

Hayden, ID

2003 Ford Taurus SES

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

2003 Ford Taurus SES

Post Falls, ID

UnscoredInsufficient · 0
$6,99994,360 mi

Post Falls, ID

2015 Volkswagen Passat Limited Edition

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

2015 Volkswagen Passat Limited Edition

Rathdrum, ID

UnscoredInsufficient · 0
$7,250116,093 mi

Rathdrum, ID

2014 Kia Forte LX

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

2014 Kia Forte LX

Post Falls, ID

UnscoredInsufficient · 0
$7,268111,026 mi

Post Falls, ID

2008 Subaru Legacy I Limited

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

2008 Subaru Legacy I Limited

Post Falls, ID

UnscoredInsufficient · 0
$7,495144,189 mi

Post Falls, ID

2020 Mitsubishi Mirage G4 ES

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

2020 Mitsubishi Mirage G4 ES

Post Falls, ID

UnscoredInsufficient · 0
$7,50060,480 mi

Post Falls, ID

2012 Kia Optima EX

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

2012 Kia Optima EX

Coeur d'Alene, ID

UnscoredInsufficient · 0
$7,661134,941 mi

Coeur d'Alene, ID

2015 Kia Optima LX

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

2015 Kia Optima LX

Dalton Gardens, ID

UnscoredInsufficient · 3
$7,89592,140 mi

Comparison: 3 similar vehicles

Dalton Gardens, ID

2014 Volkswagen Jetta TDI

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

2014 Volkswagen Jetta TDI

Coeur d'Alene, ID

UnscoredInsufficient · 0
$7,990150,585 mi

Coeur d'Alene, ID

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

Coeur d'Alene, ID

UnscoredInsufficient · 0
$7,990204,555 mi

Coeur d'Alene, ID

2017 Ford Focus SE

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

2017 Ford Focus SE

Post Falls, ID

Salvage title
$7,99593,154 mi

Post Falls, ID

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Hayden, ID

UnscoredInsufficient · 0
$7,995146,201 mi

Hayden, ID

2013 Toyota Corolla L

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

2013 Toyota Corolla L

Coeur d'Alene, ID

UnscoredInsufficient · 0
$7,995191,504 mi

Coeur d'Alene, ID

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Post Falls, ID

Salvage title
$7,995135,093 mi

Post Falls, ID

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Post Falls, ID

Salvage title
$8,495131,197 mi

Post Falls, ID

2015 Chrysler 200 C

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

2015 Chrysler 200 C

Hayden, ID

UnscoredInsufficient · 0
$8,995114,348 mi

Hayden, ID

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Post Falls, ID

UnscoredLimited · 5
$9,093141,237 mi

Comparison: 5 similar vehicles

Post Falls, ID

2012 Ford Taurus Limited

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

2012 Ford Taurus Limited

Coeur d'Alene, ID

UnscoredInsufficient · 0
$9,198121,972 mi

Coeur d'Alene, ID

2017 Ford Fusion S

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

2017 Ford Fusion S

Post Falls, ID

Salvage title
$9,40080,534 mi

Post Falls, ID

2013 Toyota Camry LE

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

2013 Toyota Camry LE

Post Falls, ID

UnscoredInsufficient · 0
$9,900177,445 mi

Post Falls, ID

2015 Subaru Legacy 2.5i Limited

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

2015 Subaru Legacy 2.5i Limited

Coeur d'Alene, ID

UnscoredInsufficient · 0
$9,985155,950 mi

Coeur d'Alene, ID

2012 Honda Civic EX

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

2012 Honda Civic EX

Coeur d'Alene, ID

UnscoredInsufficient · 0
$9,985152,945 mi

Coeur d'Alene, ID

2017 Chevrolet Impala 1LT

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

2017 Chevrolet Impala 1LT

Coeur d'Alene, ID

UnscoredInsufficient · 0
$9,995162,823 mi

Coeur d'Alene, ID

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Post Falls, ID

UnscoredInsufficient · 3
$9,995107,882 mi

Comparison: 3 similar vehicles

Post Falls, ID

2016 Chevrolet Malibu Limited Fleet

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

2016 Chevrolet Malibu Limited Fleet

Coeur d'Alene, ID

UnscoredInsufficient · 0
$10,198121,892 mi

Coeur d'Alene, ID

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Hayden, ID

UnscoredInsufficient · 0
$10,49592,742 mi

Hayden, ID

2012 Hyundai Sonata SE

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

2012 Hyundai Sonata SE

Coeur d'Alene, ID

UnscoredInsufficient · 0
$10,794111,726 mi

Coeur d'Alene, ID

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Hayden, ID

UnscoredInsufficient · 0
$10,995124,038 mi

Hayden, ID

2013 Acura ILX Premium

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

2013 Acura ILX Premium

Post Falls, ID

Salvage title
$10,995150,531 mi

Post Falls, ID

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Coeur d'Alene, ID

UnscoredLimited · 5
$11,99096,704 mi

Comparison: 5 similar vehicles

Coeur d'Alene, ID

2018 Ford Focus SE

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

2018 Ford Focus SE

Post Falls, ID

Salvage title
$11,99558,375 mi

Post Falls, ID

2018 Subaru Impreza Base

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

2018 Subaru Impreza Base

Post Falls, ID

UnscoredInsufficient · 0
$11,99585,731 mi

Post Falls, ID

2017 Ford Focus SE

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

2017 Ford Focus SE

Post Falls, ID

Salvage title
$12,49555,215 mi

Post Falls, ID

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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