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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

6,131 listings found

2016 Chevrolet Traverse LS

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

2016 Chevrolet Traverse LS

Plymouth, IN

UnscoredModerate · 38
$1,395107,850 mi

Comparison: 38 similar vehicles

Plymouth, IN

2007 Cadillac SRX Base

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

2007 Cadillac SRX Base

Larwill, IN

UnscoredLimited · 10
$1,906160,000 mi

Comparison: 10 similar vehicles

Larwill, IN

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Lafayette, IN

UnscoredLimited · 11
$2,000203,612 mi

Comparison: 11 similar vehicles

Lafayette, IN

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Lebanon, IN

UnscoredInsufficient · 3
$2,247169,544 mi

Comparison: 3 similar vehicles

Lebanon, IN

2008 Honda CR-V LX

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

2008 Honda CR-V LX

Lebanon, IN

UnscoredLimited · 7
$2,521304,775 mi

Comparison: 7 similar vehicles

Lebanon, IN

2009 Kia Sorento LX

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

2009 Kia Sorento LX

Lebanon, IN

UnscoredInsufficient · 0
$2,602231,525 mi

Lebanon, IN

2008 Ford Escape Hybrid

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

2008 Ford Escape Hybrid

Lebanon, IN

UnscoredInsufficient · 3
$2,885177,845 mi

Comparison: 3 similar vehicles

Lebanon, IN

2009 Ford Edge Limited

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

2009 Ford Edge Limited

Warsaw, IN

UnscoredModerate · 23
$2,900196,000 mi

Comparison: 23 similar vehicles

Warsaw, IN

2007 Hyundai Santa Fe GLS

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

2007 Hyundai Santa Fe GLS

Frankfort, IN

UnscoredLimited · 8
$2,988244,102 mi

Comparison: 8 similar vehicles

Frankfort, IN

2003 Jeep Grand Cherokee LAREDO

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

2003 Jeep Grand Cherokee LAREDO

Frankfort, IN

UnscoredLimited · 7
$2,988225,311 mi

Comparison: 7 similar vehicles

Frankfort, IN

2009 Mazda Tribute i Sport

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

2009 Mazda Tribute i Sport

Warsaw, IN

UnscoredInsufficient · 0
$2,998222,090 mi

Warsaw, IN

2005 Chevrolet Tahoe LS

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

2005 Chevrolet Tahoe LS

Delphi, IN

UnscoredInsufficient · 0
$2,999253,419 mi

Delphi, IN

2012 Chevrolet Traverse LS

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

2012 Chevrolet Traverse LS

Larwill, IN

UnscoredModerate · 25
$3,052200,800 mi

Comparison: 25 similar vehicles

Larwill, IN

2010 GMC Acadia SL

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

2010 GMC Acadia SL

Larwill, IN

UnscoredLimited · 8
$3,108225,923 mi

Comparison: 8 similar vehicles

Larwill, IN

2008 Chevrolet Equinox LT

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

2008 Chevrolet Equinox LT

Rochester, IN

UnscoredLimited · 6
$3,177166,993 mi

Comparison: 6 similar vehicles

Rochester, IN

2007 Chevrolet Equinox LT

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

2007 Chevrolet Equinox LT

Lafayette, IN

UnscoredLimited · 12
$3,180218,497 mi

Comparison: 12 similar vehicles

Lafayette, IN

2008 Nissan Pathfinder SE

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

2008 Nissan Pathfinder SE

Larwill, IN

UnscoredInsufficient · 3
$3,202105,325 mi

Comparison: 3 similar vehicles

Larwill, IN

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Lafayette, IN

UnscoredRobust · 62
$3,500152,890 mi

Comparison: 62 similar vehicles

Lafayette, IN

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Lafayette, IN

UnscoredLimited · 10
$3,500164,216 mi

Comparison: 10 similar vehicles

Lafayette, IN

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Plymouth, IN

UnscoredRobust · 59
$3,595134,528 mi

Comparison: 59 similar vehicles

Plymouth, IN

2008 GMC Envoy SLE

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

2008 GMC Envoy SLE

Plymouth, IN

UnscoredInsufficient · 4
$3,695212,860 mi

Comparison: 4 similar vehicles

Plymouth, IN

2006 Toyota Sequoia Limited

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

2006 Toyota Sequoia Limited

Frankfort, IN

UnscoredInsufficient · 0
$3,782285,714 mi

Frankfort, IN

2015 Chevrolet Trax LS

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

2015 Chevrolet Trax LS

Lebanon, IN

UnscoredModerate · 25
$3,790111,318 mi

Comparison: 25 similar vehicles

Lebanon, IN

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Tipton, IN

UnscoredLimited · 19
$3,900208,220 mi

Comparison: 19 similar vehicles

Tipton, IN

2012 Nissan Rogue S

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

2012 Nissan Rogue S

West Lafayette, IN

UnscoredModerate · 25
$3,900152,179 mi

Comparison: 25 similar vehicles

West Lafayette, IN

2007 Chevrolet Tahoe LS

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

2007 Chevrolet Tahoe LS

West Lafayette, IN

UnscoredLimited · 5
$3,900238,187 mi

Comparison: 5 similar vehicles

West Lafayette, IN

2007 Mazda CX-7 Sport

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

2007 Mazda CX-7 Sport

Warsaw, IN

UnscoredInsufficient · 0
$3,900206,870 mi

Warsaw, IN

2013 Ford Flex SE

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

2013 Ford Flex SE

Plymouth, IN

UnscoredLimited · 5
$3,995153,597 mi

Comparison: 5 similar vehicles

Plymouth, IN

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Plymouth, IN

Fair PriceRobust · 55
$3,995101,554 mi

Market: $2,995 – $9,399

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Plymouth, IN

2007 Pontiac Torrent Base

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

2007 Pontiac Torrent Base

Logansport, IN

UnscoredLimited · 7
$3,995139,035 mi

Comparison: 7 similar vehicles

Logansport, IN

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Lafayette, IN

UnscoredModerate · 44
$4,000180,955 mi

Comparison: 44 similar vehicles

Lafayette, IN

2008 Saturn VUE XR

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

2008 Saturn VUE XR

Rochester, IN

Fair PriceLimited · 10
$4,077108,372 mi

Market: $1,999 – $4,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Rochester, IN

2005 GMC Envoy SLE

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

2005 GMC Envoy SLE

Kokomo, IN

UnscoredInsufficient · 0
$4,174221,200 mi

Kokomo, IN

2013 Ford Escape Titanium

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

2013 Ford Escape Titanium

Wabash, IN

UnscoredModerate · 46
$4,177153,647 mi

Comparison: 46 similar vehicles

Wabash, IN

2012 GMC Acadia SL

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

2012 GMC Acadia SL

Wabash, IN

UnscoredLimited · 15
$4,177124,266 mi

Comparison: 15 similar vehicles

Wabash, IN

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Silver Lake, IN

UnscoredInsufficient · 4
$4,184180,080 mi

Comparison: 4 similar vehicles

Silver Lake, IN

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Marion, IN

Fair PriceRobust · 90
$4,245102,021 mi

Market: $1,700 – $9,995

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Marion, IN

2011 GMC Terrain SLT-1

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

2011 GMC Terrain SLT-1

Kokomo, IN

UnscoredLimited · 7
$4,293167,275 mi

Comparison: 7 similar vehicles

Kokomo, IN

2012 Ford Expedition Limited

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

2012 Ford Expedition Limited

Winamac, IN

UnscoredLimited · 15
$4,356179,864 mi

Comparison: 15 similar vehicles

Winamac, IN

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Thorntown, IN

UnscoredLimited · 8
$4,495151,150 mi

Comparison: 8 similar vehicles

Thorntown, IN

2011 GMC Terrain SLE-1

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

2011 GMC Terrain SLE-1

Kokomo, IN

UnscoredLimited · 9
$4,499159,465 mi

Comparison: 9 similar vehicles

Kokomo, IN

2020 Ford Escape S

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

2020 Ford Escape S

Kokomo, IN

UnscoredRobust · 52
$4,500208,800 mi

Comparison: 52 similar vehicles

Kokomo, IN

2012 Mazda CX-7 i Touring

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

2012 Mazda CX-7 i Touring

West Lafayette, IN

UnscoredInsufficient · 0
$4,500192,687 mi

West Lafayette, IN

2011 Nissan Murano SL

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

2011 Nissan Murano SL

Kokomo, IN

UnscoredLimited · 7
$4,500232,127 mi

Comparison: 7 similar vehicles

Kokomo, IN

2008 Honda CR-V LX

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

2008 Honda CR-V LX

Lafayette, IN

UnscoredLimited · 15
$4,500168,922 mi

Comparison: 15 similar vehicles

Lafayette, IN

2005 Buick Rainier CXL

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

2005 Buick Rainier CXL

Romney, IN

UnscoredInsufficient · 0
$4,500Mileage not verified

Romney, IN

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Plymouth, IN

UnscoredLimited · 15
$4,595136,676 mi

Comparison: 15 similar vehicles

Plymouth, IN

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Plymouth, IN

UnscoredRobust · 58
$4,595148,924 mi

Comparison: 58 similar vehicles

Plymouth, IN

2016 GMC Terrain SLE-1

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

2016 GMC Terrain SLE-1

Plymouth, IN

UnscoredRobust · 63
$4,695139,323 mi

Comparison: 63 similar vehicles

Plymouth, IN

2015 Jeep Renegade Sport

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

2015 Jeep Renegade Sport

Larwill, IN

UnscoredLimited · 7
$4,752167,807 mi

Comparison: 7 similar vehicles

Larwill, 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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