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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 · November 14, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

8,330 listings found

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Freeport, IL

Unscored
$2,000255,964 mi

Comparison: 16 similar vehicles

Freeport, IL

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Freeport, IL

UnscoredInsufficient · 4
$2,500177,848 mi

Comparison: 4 similar vehicles

Freeport, IL

2006 Chrysler PT Cruiser Touring Edition

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

2006 Chrysler PT Cruiser Touring Edition

Freeport, IL

UnscoredInsufficient · 4
$3,000182,291 mi

Comparison: 4 similar vehicles

Freeport, IL

2007 Buick Rendezvous CX

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

2007 Buick Rendezvous CX

Maquoketa, IA

Unscored
$3,030213,134 mi

Comparison: 8 similar vehicles

Maquoketa, IA

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Dyersville, IA

Unscored
$3,149226,532 mi

Comparison: 13 similar vehicles

Dyersville, IA

2012 Nissan Altima S

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

2012 Nissan Altima S

Hollandale, WI

Unscored
$3,500238,587 mi

Comparison: 50 similar vehicles

Hollandale, WI

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Hollandale, WI

Unscored
$3,500224,688 mi

Comparison: 21 similar vehicles

Hollandale, WI

1999 Honda Civic LX

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

1999 Honda Civic LX

Hollandale, WI

UnscoredInsufficient · 0
$3,500158,078 mi

Hollandale, WI

2003 Lincoln Town Car Executive

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

2003 Lincoln Town Car Executive

Belleville, WI

UnscoredInsufficient · 0
$3,994192,092 mi

Belleville, WI

2013 Ford Escape SE

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

2013 Ford Escape SE

Dodgeville, WI

Unscored
$3,995187,915 mi

Comparison: 13 similar vehicles

Dodgeville, WI

2014 Ford Focus S

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

2014 Ford Focus S

Freeport, IL

UnscoredInsufficient · 0
$3,999111,284 mi

Freeport, IL

2005 Jeep Grand Cherokee Limited

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

2005 Jeep Grand Cherokee Limited

Freeport, IL

Unscored
$4,000185,870 mi

Comparison: 5 similar vehicles

Freeport, IL

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Dubuque, IA

Unscored
$4,042153,326 mi

Comparison: 72 similar vehicles

Dubuque, IA

2004 Chevrolet Silverado 2500HD Work

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

2004 Chevrolet Silverado 2500HD Work

Guttenberg, IA

Unscored
$4,175161,749 mi

Comparison: 24 similar vehicles

Guttenberg, IA

2008 Jeep Wrangler X

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

2008 Jeep Wrangler X

Galena, IL

Salvage title
$4,295209,205 mi

Galena, IL

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Monroe, WI

Unscored
$4,399192,835 mi

Comparison: 8 similar vehicles

Monroe, WI

2014 Ford Focus SE

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

2014 Ford Focus SE

Monroe, WI

Unscored
$4,399151,651 mi

Comparison: 103 similar vehicles

Monroe, WI

2013 Ford Edge Limited

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

2013 Ford Edge Limited

East Dubuque, IL

UnscoredInsufficient · 4
$4,495179,919 mi

Comparison: 4 similar vehicles

East Dubuque, IL

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Freeport, IL

Unscored
$4,495178,588 mi

Comparison: 29 similar vehicles

Freeport, IL

2004 Honda Civic LX

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

2004 Honda Civic LX

Hollandale, WI

UnscoredInsufficient · 3
$4,500171,986 mi

Comparison: 3 similar vehicles

Hollandale, WI

2003 Honda Civic LX

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

2003 Honda Civic LX

Hollandale, WI

UnscoredInsufficient · 0
$4,500131,641 mi

Hollandale, WI

2007 Ford Edge SEL

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

2007 Ford Edge SEL

Dubuque, IA

UnscoredInsufficient · 4
$4,504178,087 mi

Comparison: 4 similar vehicles

Dubuque, IA

2015 Mazda MAZDA3 i Touring

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

2015 Mazda MAZDA3 i Touring

Dubuque, IA

Unscored
$4,577181,815 mi

Comparison: 6 similar vehicles

Dubuque, IA

2013 GMC Sierra 1500 Denali

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

2013 GMC Sierra 1500 Denali

Maquoketa, IA

UnscoredInsufficient · 0
$4,798227,793 mi

Maquoketa, IA

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Monroe, WI

Unscored
$4,899275,444 mi

Comparison: 70 similar vehicles

Monroe, WI

2013 Chevrolet Traverse 2LT

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

2013 Chevrolet Traverse 2LT

Platteville, WI

Unscored
$4,949238,409 mi

Comparison: 8 similar vehicles

Platteville, WI

2006 Buick Rendezvous CX

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

2006 Buick Rendezvous CX

East Dubuque, IL

Unscored
$4,990167,990 mi

Comparison: 7 similar vehicles

East Dubuque, IL

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Freeport, IL

Unscored
$4,995180,210 mi

Comparison: 42 similar vehicles

Freeport, IL

2012 Chevrolet Malibu 1LZ

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

2012 Chevrolet Malibu 1LZ

Freeport, IL

UnscoredInsufficient · 0
$4,995166,752 mi

Freeport, IL

2012 Nissan Altima S

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

2012 Nissan Altima S

Freeport, IL

Unscored
$4,995161,095 mi

Comparison: 13 similar vehicles

Freeport, IL

2012 Dodge Grand Caravan SXT

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

2012 Dodge Grand Caravan SXT

Freeport, IL

Unscored
$4,995177,563 mi

Comparison: 21 similar vehicles

Freeport, IL

2011 Subaru Forester X

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

2011 Subaru Forester X

Dubuque, IA

Unscored
$4,995217,200 mi

Comparison: 11 similar vehicles

Dubuque, IA

2008 Jeep Wrangler X

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

2008 Jeep Wrangler X

Galena, IL

UnscoredInsufficient · 3
$4,995306,480 mi

Comparison: 3 similar vehicles

Galena, IL

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Freeport, IL

Unscored
$4,995140,540 mi

Comparison: 6 similar vehicles

Freeport, IL

2004 Volkswagen Touareg Base

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

2004 Volkswagen Touareg Base

Dubuque, IA

UnscoredInsufficient · 0
$4,995183,350 mi

Dubuque, IA

2010 Mazda MAZDA3 s Sport

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

2010 Mazda MAZDA3 s Sport

Freeport, IL

Unscored
$4,999176,928 mi

Comparison: 31 similar vehicles

Freeport, IL

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Maquoketa, IA

Unscored
$5,000216,574 mi

Comparison: 11 similar vehicles

Maquoketa, IA

2005 Scion tC Base

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

2005 Scion tC Base

Platteville, WI

UnscoredInsufficient · 0
$5,082175,161 mi

Platteville, WI

2018 Chevrolet Sonic Premier

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

2018 Chevrolet Sonic Premier

Dubuque, IA

Unscored
$5,111132,512 mi

Comparison: 7 similar vehicles

Dubuque, IA

2010 Lincoln MKS Base

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

2010 Lincoln MKS Base

Monticello, IA

UnscoredInsufficient · 0
$5,115196,805 mi

Monticello, IA

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Dubuque, IA

Unscored
$5,116152,000 mi

Comparison: 11 similar vehicles

Dubuque, IA

2010 Ford Edge SEL

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

2010 Ford Edge SEL

Darlington, WI

Salvage title
$5,145155,592 mi

Darlington, WI

2017 Kia Forte LX

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

2017 Kia Forte LX

Dodgeville, WI

Unscored
$5,298144,842 mi

Comparison: 41 similar vehicles

Dodgeville, WI

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Maquoketa, IA

Unscored
$5,391158,679 mi

Comparison: 16 similar vehicles

Maquoketa, IA

2012 Honda Odyssey Touring

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

2012 Honda Odyssey Touring

Belleville, WI

Unscored
$5,486232,597 mi

Comparison: 11 similar vehicles

Belleville, WI

2011 Hyundai Santa Fe Limited

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

2011 Hyundai Santa Fe Limited

Freeport, IL

Unscored
$5,495181,959 mi

Comparison: 5 similar vehicles

Freeport, IL

2014 Chevrolet Captiva Sport 2LS

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

2014 Chevrolet Captiva Sport 2LS

Peosta, IA

Unscored
$5,50091,000 mi

Comparison: 9 similar vehicles

Peosta, IA

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Dubuque, IA

Unscored
$5,504210,220 mi

Comparison: 120 similar vehicles

Dubuque, IA

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

Dubuque, IA

Unscored
$5,504157,391 mi

Comparison: 79 similar vehicles

Dubuque, IA

2011 Chevrolet Avalanche LT

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

2011 Chevrolet Avalanche LT

Maquoketa, IA

Unscored
$5,520176,035 mi

Comparison: 11 similar vehicles

Maquoketa, IA

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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