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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

5,989 listings found

2010 Chevrolet Equinox LS

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

2010 Chevrolet Equinox LS

Bedford, IN

UnscoredLimited · 6
$1,749234,917 mi

Comparison: 6 similar vehicles

Bedford, IN

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

2011 Chrysler Town & Country Touring

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

2011 Chrysler Town & Country Touring

Sullivan, IN

UnscoredLimited · 19
$1,986257,525 mi

Comparison: 19 similar vehicles

Sullivan, IN

2009 Volvo XC90 3.2

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

2009 Volvo XC90 3.2

Linton, IN

UnscoredInsufficient · 0
$2,097315,641 mi

Linton, IN

2005 Nissan Sentra 1.8 S

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

2005 Nissan Sentra 1.8 S

Bedford, IN

UnscoredInsufficient · 0
$2,232250,225 mi

Bedford, IN

2006 Ford Fusion SE

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

2006 Ford Fusion SE

Terre Haute, IN

UnscoredInsufficient · 0
$2,500175,639 mi

Terre Haute, IN

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Bedford, IN

UnscoredModerate · 31
$2,900267,327 mi

Comparison: 31 similar vehicles

Bedford, IN

2007 Chrysler 300 C

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

2007 Chrysler 300 C

Vincennes, IN

UnscoredInsufficient · 3
$2,922165,498 mi

Comparison: 3 similar vehicles

Vincennes, IN

2006 Nissan Pathfinder S

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

2006 Nissan Pathfinder S

Vincennes, IN

UnscoredInsufficient · 0
$2,922254,315 mi

Vincennes, IN

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Terre Haute, IN

UnscoredLimited · 6
$2,995201,069 mi

Comparison: 6 similar vehicles

Terre Haute, IN

2008 Dodge Avenger SXT

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

2008 Dodge Avenger SXT

Bruceville, IN

UnscoredLimited · 5
$2,995159,178 mi

Comparison: 5 similar vehicles

Bruceville, IN

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Boonville, IN

UnscoredLimited · 17
$3,189208,815 mi

Comparison: 17 similar vehicles

Boonville, IN

2009 Mitsubishi Galant ES

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

2009 Mitsubishi Galant ES

Boonville, IN

UnscoredInsufficient · 0
$3,189226,004 mi

Boonville, IN

2004 Saab 9-5 Arc

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

2004 Saab 9-5 Arc

Linton, IN

UnscoredInsufficient · 0
$3,197132,769 mi

Linton, IN

2008 Toyota Sienna LE

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

2008 Toyota Sienna LE

Terre Haute, IN

UnscoredLimited · 7
$3,200228,967 mi

Comparison: 7 similar vehicles

Terre Haute, IN

2007 Chrysler PT Cruiser Touring Edition

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

2007 Chrysler PT Cruiser Touring Edition

Terre Haute, IN

UnscoredInsufficient · 0
$3,200138,857 mi

Terre Haute, IN

2010 Volkswagen Jetta SE

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

2010 Volkswagen Jetta SE

Bedford, IN

UnscoredInsufficient · 0
$3,250163,873 mi

Bedford, IN

2011 Hyundai Elantra Touring GLS

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

2011 Hyundai Elantra Touring GLS

Bedford, IN

UnscoredInsufficient · 4
$3,500166,613 mi

Comparison: 4 similar vehicles

Bedford, IN

2009 Volkswagen Routan S

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

2009 Volkswagen Routan S

Washington, IN

UnscoredInsufficient · 0
$3,500170,000 mi

Washington, IN

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Washington, IN

UnscoredLimited · 15
$3,500200,000 mi

Comparison: 15 similar vehicles

Washington, IN

2003 Ford Ranger XLT Appearance

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

2003 Ford Ranger XLT Appearance

Terre Haute, IN

Salvage title
$3,500160,086 mi

Terre Haute, IN

2001 Ford Mustang Standard

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

2001 Ford Mustang Standard

Terre Haute, IN

UnscoredInsufficient · 0
$3,500143,871 mi

Terre Haute, IN

2007 Toyota Yaris Base

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

2007 Toyota Yaris Base

Princeton, IN

UnscoredInsufficient · 4
$3,700162,614 mi

Comparison: 4 similar vehicles

Princeton, IN

2001 Jeep Grand Cherokee LIMITED

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

2001 Jeep Grand Cherokee LIMITED

Vincennes, IN

UnscoredInsufficient · 0
$3,760250,195 mi

Vincennes, IN

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Princeton, IN

UnscoredInsufficient · 3
$3,800173,700 mi

Comparison: 3 similar vehicles

Princeton, IN

2014 Chevrolet Malibu 1LS

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

2014 Chevrolet Malibu 1LS

Bedford, IN

UnscoredLimited · 14
$3,900140,598 mi

Comparison: 14 similar vehicles

Bedford, IN

2010 GMC Acadia SLE

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

2010 GMC Acadia SLE

Washington, IN

UnscoredInsufficient · 0
$3,900203,000 mi

Washington, IN

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Princeton, IN

UnscoredModerate · 23
$3,950162,706 mi

Comparison: 23 similar vehicles

Princeton, IN

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 · 41
$3,986212,653 mi

Comparison: 41 similar vehicles

Sullivan, IN

2008 Honda Civic LX

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

2008 Honda Civic LX

Princeton, IN

UnscoredLimited · 9
$3,990203,141 mi

Comparison: 9 similar vehicles

Princeton, IN

1999 Isuzu Amigo S

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

1999 Isuzu Amigo S

Princeton, IN

UnscoredInsufficient · 0
$3,990128,891 mi

Princeton, IN

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Terre Haute, IN

UnscoredModerate · 20
$3,995188,755 mi

Comparison: 20 similar vehicles

Terre Haute, 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 · 13
$3,995168,812 mi

Comparison: 13 similar vehicles

Palestine, IL

2009 Dodge Journey SE

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

2009 Dodge Journey SE

Terre Haute, IN

UnscoredInsufficient · 0
$3,99597,258 mi

Terre Haute, IN

2008 Ford Taurus Limited

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

2008 Ford Taurus Limited

Terre Haute, IN

UnscoredInsufficient · 4
$3,995128,227 mi

Comparison: 4 similar vehicles

Terre Haute, IN

2006 Mitsubishi Endeavor LS

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

2006 Mitsubishi Endeavor LS

Princeton, IN

UnscoredInsufficient · 0
$3,995154,211 mi

Princeton, IN

2003 Chevrolet Cavalier Base

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

2003 Chevrolet Cavalier Base

Palestine, IL

UnscoredInsufficient · 0
$3,995103,631 mi

Palestine, IL

1991 Oldsmobile Silhouette

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

1991 Oldsmobile Silhouette

Terre Haute, IN

UnscoredInsufficient · 0
$3,995140,906 mi

Terre Haute, IN

2016 FIAT 500X Trekking

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

2016 FIAT 500X Trekking

Bedford, IN

UnscoredInsufficient · 4
$3,997160,303 mi

Comparison: 4 similar vehicles

Bedford, IN

2008 GMC Acadia SLE

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

2008 GMC Acadia SLE

Washington, IN

UnscoredInsufficient · 0
$4,000197,000 mi

Washington, IN

2003 Toyota Highlander Limited

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

2003 Toyota Highlander Limited

Terre Haute, IN

UnscoredLimited · 5
$4,000207,888 mi

Comparison: 5 similar vehicles

Terre Haute, IN

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Washington, IN

UnscoredLimited · 8
$4,100171,000 mi

Comparison: 8 similar vehicles

Washington, IN

2017 Dodge Journey SXT

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

2017 Dodge Journey SXT

Boonville, IN

UnscoredModerate · 35
$4,189246,480 mi

Comparison: 35 similar vehicles

Boonville, IN

2014 Subaru Forester i Touring

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

2014 Subaru Forester i Touring

Terre Haute, IN

UnscoredLimited · 6
$4,200214,977 mi

Comparison: 6 similar vehicles

Terre Haute, IN

2009 Pontiac G6 GXP

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

2009 Pontiac G6 GXP

Terre Haute, IN

UnscoredInsufficient · 0
$4,200171,102 mi

Terre Haute, IN

2004 Chevrolet Tracker ZR2

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

2004 Chevrolet Tracker ZR2

Princeton, IN

UnscoredInsufficient · 0
$4,200101,088 mi

Princeton, IN

2007 Toyota Avalon XL

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

2007 Toyota Avalon XL

Princeton, IN

UnscoredLimited · 5
$4,295144,717 mi

Comparison: 5 similar vehicles

Princeton, IN

2010 Volkswagen Routan SEL

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

2010 Volkswagen Routan SEL

Terre Haute, IN

UnscoredInsufficient · 3
$4,300164,316 mi

Comparison: 3 similar vehicles

Terre Haute, IN

2008 GMC Savana Cargo Base

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

2008 GMC Savana Cargo Base

Jasper, IN

UnscoredInsufficient · 0
$4,495217,291 mi

Jasper, IN

2014 RAM Cargo Van Tradesman

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

2014 RAM Cargo Van Tradesman

Oakland City, IN

UnscoredInsufficient · 0
$4,500287,140 mi

Oakland City, IN

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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