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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 9, 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

5,219 listings found

2006 Nissan Sentra 1.8 S

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

2006 Nissan Sentra 1.8 S

Odin, IL

UnscoredInsufficient · 0
$2,495256,521 mi

Odin, IL

2006 Ford Escape Limited

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

2006 Ford Escape Limited

Odin, IL

UnscoredInsufficient · 0
$2,995253,125 mi

Odin, IL

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Odin, IL

Unscored
$3,495180,267 mi

Comparison: 11 similar vehicles

Odin, IL

2005 Ford Five Hundred SEL

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

2005 Ford Five Hundred SEL

Odin, IL

UnscoredInsufficient · 0
$3,495142,066 mi

Odin, IL

2004 Pontiac Grand Prix GT1

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

2004 Pontiac Grand Prix GT1

Odin, IL

UnscoredInsufficient · 0
$3,495210,433 mi

Odin, IL

1999 Ford Ranger XL

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

1999 Ford Ranger XL

Assumption, IL

UnscoredInsufficient · 0
$3,495124,328 mi

Assumption, IL

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Mattoon, IL

Unscored
$3,500197,152 mi

Comparison: 19 similar vehicles

Mattoon, IL

2012 Kia Soul Base

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

2012 Kia Soul Base

Mattoon, IL

Unscored
$3,550179,352 mi

Comparison: 17 similar vehicles

Mattoon, IL

2004 GMC Envoy SLE

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

2004 GMC Envoy SLE

Mattoon, IL

UnscoredInsufficient · 0
$3,700202,653 mi

Mattoon, IL

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Saint Elmo, IL

Unscored
$3,750201,581 mi

Comparison: 59 similar vehicles

Saint Elmo, IL

2010 Ford Taurus SEL

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

2010 Ford Taurus SEL

Taylorville, IL

Unscored
$3,995199,000 mi

Comparison: 20 similar vehicles

Taylorville, IL

2011 Ford Fusion S

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

2011 Ford Fusion S

Effingham, IL

UnscoredInsufficient · 3
$4,370237,008 mi

Comparison: 3 similar vehicles

Effingham, IL

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Odin, IL

Unscored
$4,495197,246 mi

Comparison: 36 similar vehicles

Odin, IL

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Odin, IL

Unscored
$4,495198,778 mi

Comparison: 16 similar vehicles

Odin, IL

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Effingham, IL

Unscored
$4,495153,000 mi

Comparison: 22 similar vehicles

Effingham, IL

2006 Chevrolet Colorado Work Truck

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

2006 Chevrolet Colorado Work Truck

Farina, IL

UnscoredInsufficient · 0
$4,495230,614 mi

Farina, IL

2001 Ford F-150 XLT

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

2001 Ford F-150 XLT

Odin, IL

Unscored
$4,495253,864 mi

Comparison: 15 similar vehicles

Odin, IL

2003 Mazda Truck Base

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

2003 Mazda Truck Base

Assumption, IL

UnscoredInsufficient · 0
$4,599131,188 mi

Assumption, IL

2012 Nissan Altima S

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

2012 Nissan Altima S

Mattoon, IL

Unscored
$4,900157,386 mi

Comparison: 32 similar vehicles

Mattoon, IL

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Odin, IL

Unscored
$4,995202,100 mi

Comparison: 20 similar vehicles

Odin, IL

2008 Nissan Sentra 2.0 S

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

2008 Nissan Sentra 2.0 S

Effingham, IL

UnscoredInsufficient · 0
$4,995126,000 mi

Effingham, IL

1986 Chrysler Lebaron

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

1986 Chrysler Lebaron

Litchfield, IL

UnscoredInsufficient · 0
$4,995132,417 mi

Litchfield, IL

2014 GMC Terrain SLE-2

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

2014 GMC Terrain SLE-2

Odin, IL

Unscored
$5,250174,406 mi

Comparison: 8 similar vehicles

Odin, IL

2011 Mazda CX-7 i Touring

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

2011 Mazda CX-7 i Touring

Pana, IL

Unscored
$5,398151,801 mi

Comparison: 9 similar vehicles

Pana, IL

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Sullivan, IL

UnscoredInsufficient · 0
$5,408228,212 mi

Sullivan, IL

2015 Ford Escape SE

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

2015 Ford Escape SE

Odin, IL

Unscored
$5,495209,661 mi

Comparison: 55 similar vehicles

Odin, IL

2014 Nissan Altima S

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

2014 Nissan Altima S

Taylorville, IL

Unscored
$5,495131,000 mi

Comparison: 25 similar vehicles

Taylorville, IL

2013 Ford Escape SE

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

2013 Ford Escape SE

Farina, IL

Unscored
$5,495191,550 mi

Comparison: 57 similar vehicles

Farina, IL

2011 Ford Focus SE

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

2011 Ford Focus SE

Effingham, IL

Unscored
$5,495150,000 mi

Comparison: 7 similar vehicles

Effingham, IL

2011 Dodge Journey Lux

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

2011 Dodge Journey Lux

Farina, IL

UnscoredInsufficient · 0
$5,495157,300 mi

Farina, IL

2007 Ford F-150 XL

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

2007 Ford F-150 XL

Odin, IL

Unscored
$5,495148,789 mi

Comparison: 20 similar vehicles

Odin, IL

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Vandalia, IL

Unscored
$5,678136,349 mi

Comparison: 27 similar vehicles

Vandalia, IL

2016 Dodge Grand Caravan SXT Plus

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

2016 Dodge Grand Caravan SXT Plus

Taylorville, IL

Unscored
$5,695212,000 mi

Comparison: 25 similar vehicles

Taylorville, IL

1995 Chevrolet Camaro

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

1995 Chevrolet Camaro

Mattoon, IL

UnscoredInsufficient · 0
$5,741108,069 mi

Mattoon, IL

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Mattoon, IL

Unscored
$5,900192,216 mi

Comparison: 24 similar vehicles

Mattoon, IL

2016 Honda Odyssey EX-L

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

2016 Honda Odyssey EX-L

Taylorville, IL

Unscored
$5,995220,000 mi

Comparison: 165 similar vehicles

Taylorville, IL

2015 Chevrolet Sonic LS

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

2015 Chevrolet Sonic LS

Odin, IL

UnscoredInsufficient · 4
$5,995170,676 mi

Comparison: 4 similar vehicles

Odin, IL

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Odin, IL

Unscored
$5,995179,903 mi

Comparison: 65 similar vehicles

Odin, IL

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Altamont, IL

Unscored
$5,995184,549 mi

Comparison: 71 similar vehicles

Altamont, IL

2012 Chevrolet Cruze 2LT

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

2012 Chevrolet Cruze 2LT

Mattoon, IL

Unscored
$5,995161,611 mi

Comparison: 14 similar vehicles

Mattoon, IL

2012 GMC Terrain SLE-1

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

2012 GMC Terrain SLE-1

Mattoon, IL

Unscored
$5,995184,528 mi

Comparison: 11 similar vehicles

Mattoon, IL

2011 Chevrolet Cruze 2LT

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

2011 Chevrolet Cruze 2LT

Mattoon, IL

UnscoredInsufficient · 4
$5,995173,155 mi

Comparison: 4 similar vehicles

Mattoon, IL

2011 Chevrolet Avalanche LS

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

2011 Chevrolet Avalanche LS

Nokomis, IL

Unscored
$5,995212,000 mi

Comparison: 6 similar vehicles

Nokomis, IL

2011 Nissan Quest SL

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

2011 Nissan Quest SL

Mattoon, IL

UnscoredInsufficient · 0
$5,995209,549 mi

Mattoon, IL

2010 Dodge Journey SXT

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

2010 Dodge Journey SXT

Mattoon, IL

Unscored
$5,995170,828 mi

Comparison: 21 similar vehicles

Mattoon, IL

2010 Kia Sedona EX

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

2010 Kia Sedona EX

Mattoon, IL

UnscoredInsufficient · 0
$5,995168,127 mi

Mattoon, IL

2009 Ford Expedition XLT

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

2009 Ford Expedition XLT

Odin, IL

UnscoredInsufficient · 0
$5,995203,458 mi

Odin, IL

2009 Buick Enclave CXL

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

2009 Buick Enclave CXL

Mattoon, IL

Unscored
$5,995145,505 mi

Comparison: 5 similar vehicles

Mattoon, IL

2002 Volkswagen New Beetle GLS

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

2002 Volkswagen New Beetle GLS

Mattoon, IL

UnscoredInsufficient · 4
$5,995113,678 mi

Comparison: 4 similar vehicles

Mattoon, IL

No Photo

2000 Mercury Grand Marquis LS

Centralia, IL

UnscoredInsufficient · 0
$5,995137,600 mi

Centralia, IL

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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