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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

2,359 listings found

2009 Lincoln MKX Base

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

2009 Lincoln MKX Base

Vincennes, IN

UnscoredLimited · 8
$1,922312,571 mi

Comparison: 8 similar vehicles

Vincennes, IN

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

UnscoredLimited · 6
$3,700202,653 mi

Comparison: 6 similar vehicles

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

UnscoredRobust · 85
$3,750201,581 mi

Comparison: 85 similar vehicles

Saint Elmo, IL

2014 Nissan Pathfinder SL

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

2014 Nissan Pathfinder SL

Sullivan, IN

UnscoredModerate · 39
$3,986212,653 mi

Comparison: 39 similar vehicles

Sullivan, IN

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Palestine, IL

UnscoredLimited · 11
$3,995168,812 mi

Comparison: 11 similar vehicles

Palestine, IL

2004 Chevrolet TrailBlazer LT

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

2004 Chevrolet TrailBlazer LT

Vincennes, IN

UnscoredInsufficient · 0
$4,775141,027 mi

Vincennes, IN

2008 Buick Enclave CX

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

2008 Buick Enclave CX

Vincennes, IN

UnscoredInsufficient · 0
$5,000181,221 mi

Vincennes, IN

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Vandalia, IL

UnscoredRobust · 54
$5,213183,658 mi

Comparison: 54 similar vehicles

Vandalia, IL

2013 Lincoln MKX Base

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

2013 Lincoln MKX Base

Vandalia, IL

UnscoredModerate · 34
$5,367203,439 mi

Comparison: 34 similar vehicles

Vandalia, 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

UnscoredRobust · 57
$5,495191,550 mi

Comparison: 57 similar vehicles

Farina, IL

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Vincennes, IN

UnscoredRobust · 58
$5,655126,764 mi

Comparison: 58 similar vehicles

Vincennes, IN

2010 Volvo XC90 3.2

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

2010 Volvo XC90 3.2

Sullivan, IN

UnscoredInsufficient · 3
$5,986141,255 mi

Comparison: 3 similar vehicles

Sullivan, IN

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

UnscoredModerate · 20
$5,995170,828 mi

Comparison: 20 similar vehicles

Mattoon, 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

UnscoredLimited · 8
$5,995145,505 mi

Comparison: 8 similar vehicles

Mattoon, IL

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Saint Elmo, IL

UnscoredModerate · 48
$5,999160,412 mi

Comparison: 48 similar vehicles

Saint Elmo, IL

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Mattoon, IL

UnscoredInsufficient · 3
$6,295167,644 mi

Comparison: 3 similar vehicles

Mattoon, IL

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Mattoon, IL

UnscoredRobust · 91
$6,295174,105 mi

Comparison: 91 similar vehicles

Mattoon, IL

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Mattoon, IL

UnscoredLimited · 5
$6,295166,721 mi

Comparison: 5 similar vehicles

Mattoon, IL

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Mount Carmel, IL

UnscoredModerate · 26
$6,650151,691 mi

Comparison: 26 similar vehicles

Mount Carmel, IL

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Effingham, IL

UnscoredModerate · 34
$6,795141,000 mi

Comparison: 34 similar vehicles

Effingham, IL

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Vincennes, IN

UnscoredModerate · 22
$6,922150,252 mi

Comparison: 22 similar vehicles

Vincennes, IN

2014 Mercedes-Benz GL-Class GL450

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

2014 Mercedes-Benz GL-Class GL450

Sullivan, IN

UnscoredModerate · 21
$6,986199,021 mi

Comparison: 21 similar vehicles

Sullivan, IN

2009 Jeep Liberty Sport

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

2009 Jeep Liberty Sport

Effingham, IL

UnscoredInsufficient · 3
$6,990121,668 mi

Comparison: 3 similar vehicles

Effingham, IL

2016 Dodge Journey SE

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

2016 Dodge Journey SE

Mattoon, IL

UnscoredLimited · 9
$6,995173,269 mi

Comparison: 9 similar vehicles

Mattoon, IL

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Mattoon, IL

UnscoredRobust · 77
$6,995149,533 mi

Comparison: 77 similar vehicles

Mattoon, IL

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Effingham, IL

UnscoredModerate · 36
$6,995154,000 mi

Comparison: 36 similar vehicles

Effingham, IL

2014 Dodge Journey CrossRoad

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

2014 Dodge Journey CrossRoad

Mattoon, IL

UnscoredInsufficient · 3
$6,995181,180 mi

Comparison: 3 similar vehicles

Mattoon, 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

Farina, IL

UnscoredLimited · 18
$6,995167,557 mi

Comparison: 18 similar vehicles

Farina, IL

2013 Ford Escape SE

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

2013 Ford Escape SE

Mattoon, IL

UnscoredInsufficient · 3
$6,995153,322 mi

Comparison: 3 similar vehicles

Mattoon, IL

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Palestine, IL

UnscoredModerate · 30
$6,995126,408 mi

Comparison: 30 similar vehicles

Palestine, IL

No Photo

2012 Chevrolet Traverse 2LT

Vandalia, IL

UnscoredInsufficient · 3
$6,995157,245 mi

Comparison: 3 similar vehicles

Vandalia, IL

2012 Hyundai Santa Fe GLS

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

2012 Hyundai Santa Fe GLS

Effingham, IL

UnscoredLimited · 8
$6,995130,333 mi

Comparison: 8 similar vehicles

Effingham, IL

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Bruceville, IN

Fair PriceLimited · 17
$6,99599,340 mi

Market: $3,999 – $7,998

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Bruceville, IN

2006 BMW X3 3.0i

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

2006 BMW X3 3.0i

Mattoon, IL

UnscoredInsufficient · 0
$6,995147,906 mi

Mattoon, IL

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Marshall, IL

UnscoredRobust · 73
$7,109161,564 mi

Comparison: 73 similar vehicles

Marshall, IL

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Sullivan, IL

UnscoredLimited · 8
$7,36641,049 mi

Comparison: 8 similar vehicles

Sullivan, IL

2011 Toyota Venza Base

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

2011 Toyota Venza Base

Mount Carmel, IL

UnscoredLimited · 9
$7,450199,147 mi

Comparison: 9 similar vehicles

Mount Carmel, IL

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Mount Carmel, IL

UnscoredRobust · 50
$7,495131,756 mi

Comparison: 50 similar vehicles

Mount Carmel, IL

2016 Ford Escape SE

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

2016 Ford Escape SE

Sullivan, IL

UnscoredInsufficient · 4
$7,508125,465 mi

Comparison: 4 similar vehicles

Sullivan, IL

2007 Jeep Commander Sport

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

2007 Jeep Commander Sport

Mattoon, IL

UnscoredInsufficient · 4
$7,525128,905 mi

Comparison: 4 similar vehicles

Mattoon, IL

2009 Lincoln MKX Base

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

2009 Lincoln MKX Base

Marshall, IL

UnscoredLimited · 9
$7,609169,896 mi

Comparison: 9 similar vehicles

Marshall, IL

2013 Dodge Durango Crew

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

2013 Dodge Durango Crew

Mattoon, IL

UnscoredLimited · 11
$7,750181,000 mi

Comparison: 11 similar vehicles

Mattoon, IL

2013 GMC Terrain SLE-2

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

2013 GMC Terrain SLE-2

Mattoon, IL

Fair PriceRobust · 54
$7,95588,994 mi

Market: $3,995 – $9,244

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Mattoon, IL

2010 Toyota Venza Base

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

2010 Toyota Venza Base

Mattoon, IL

UnscoredLimited · 13
$7,977201,150 mi

Comparison: 13 similar vehicles

Mattoon, IL

No Photo

2017 Ford Escape SE

Vandalia, IL

UnscoredRobust · 212
$7,995146,709 mi

Comparison: 212 similar vehicles

Vandalia, IL

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Mount Carmel, IL

UnscoredInsufficient · 3
$7,995130,901 mi

Comparison: 3 similar vehicles

Mount Carmel, IL

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Farina, IL

UnscoredModerate · 23
$7,995141,000 mi

Comparison: 23 similar vehicles

Farina, IL

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Bruceville, IN

UnscoredRobust · 104
$7,995198,664 mi

Comparison: 104 similar vehicles

Bruceville, IN

2013 Ford Explorer Sport

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

2013 Ford Explorer Sport

Mattoon, IL

UnscoredInsufficient · 4
$7,995153,495 mi

Comparison: 4 similar vehicles

Mattoon, IL

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Robinson, IL

UnscoredLimited · 12
$7,999214,666 mi

Comparison: 12 similar vehicles

Robinson, 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 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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