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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 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

26,943 listings found

No Photo

2008 Nissan Rogue S

Indianapolis, IN

UnscoredInsufficient · 3
$1,350232,878 mi

Comparison: 3 similar vehicles

Indianapolis, IN

2004 Jeep Liberty Limited

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

2004 Jeep Liberty Limited

Indianapolis, IN

UnscoredInsufficient · 3
$1,995173,509 mi

Comparison: 3 similar vehicles

Indianapolis, IN

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Plainfield, IN

UnscoredLimited · 18
$1,999286,409 mi

Comparison: 18 similar vehicles

Plainfield, 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

2006 Chevrolet Equinox LT

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

2006 Chevrolet Equinox LT

Lebanon, IN

UnscoredLimited · 10
$2,152220,254 mi

Comparison: 10 similar vehicles

Lebanon, IN

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Columbus, IN

UnscoredModerate · 34
$2,247169,544 mi

Comparison: 34 similar vehicles

Columbus, IN

2011 GMC Acadia SLE

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

2011 GMC Acadia SLE

Columbus, IN

UnscoredLimited · 5
$2,295151,997 mi

Comparison: 5 similar vehicles

Columbus, IN

2013 Ford Escape S

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

2013 Ford Escape S

Brownsburg, IN

UnscoredInsufficient · 3
$2,300215,336 mi

Comparison: 3 similar vehicles

Brownsburg, IN

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

Columbus, IN

UnscoredInsufficient · 4
$2,420394,885 mi

Comparison: 4 similar vehicles

Columbus, IN

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Indianapolis, IN

UnscoredLimited · 19
$2,500188,500 mi

Comparison: 19 similar vehicles

Indianapolis, IN

2011 Cadillac SRX Luxury Collection

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

2011 Cadillac SRX Luxury Collection

Plainfield, IN

UnscoredModerate · 49
$2,500195,332 mi

Comparison: 49 similar vehicles

Plainfield, IN

2010 GMC Acadia SLT1

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

2010 GMC Acadia SLT1

Plainfield, IN

UnscoredInsufficient · 0
$2,500177,877 mi

Plainfield, IN

2008 Jeep Patriot Sport

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

2008 Jeep Patriot Sport

Fishers, IN

UnscoredLimited · 5
$2,500168,421 mi

Comparison: 5 similar vehicles

Fishers, IN

2006 Ford Explorer Eddie Bauer

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

2006 Ford Explorer Eddie Bauer

Indianapolis, IN

UnscoredInsufficient · 0
$2,500157,655 mi

Indianapolis, 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

Columbus, IN

UnscoredLimited · 9
$2,521304,775 mi

Comparison: 9 similar vehicles

Columbus, IN

2005 Jeep Liberty Renegade

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

2005 Jeep Liberty Renegade

Indianapolis, IN

UnscoredInsufficient · 0
$2,600245,810 mi

Indianapolis, IN

2004 Ford Explorer XLS

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

2004 Ford Explorer XLS

Edinburgh, IN

UnscoredInsufficient · 0
$2,600174,938 mi

Edinburgh, IN

2009 Kia Sorento LX

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

2009 Kia Sorento LX

Columbus, IN

UnscoredInsufficient · 0
$2,602231,525 mi

Columbus, IN

2008 Ford Escape Hybrid

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

2008 Ford Escape Hybrid

Columbus, IN

UnscoredInsufficient · 0
$2,885177,845 mi

Columbus, IN

2011 Chevrolet Equinox LS

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

2011 Chevrolet Equinox LS

Indianapolis, IN

UnscoredModerate · 21
$2,895186,525 mi

Comparison: 21 similar vehicles

Indianapolis, IN

2003 Mercedes-Benz M-Class ML350

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

2003 Mercedes-Benz M-Class ML350

Indianapolis, IN

UnscoredInsufficient · 0
$2,895172,000 mi

Indianapolis, IN

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Indianapolis, IN

UnscoredLimited · 9
$2,966220,815 mi

Comparison: 9 similar vehicles

Indianapolis, IN

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Brownsburg, IN

UnscoredLimited · 9
$2,990171,900 mi

Comparison: 9 similar vehicles

Brownsburg, IN

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Indianapolis, IN

UnscoredLimited · 9
$2,995136,975 mi

Comparison: 9 similar vehicles

Indianapolis, IN

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Indianapolis, IN

UnscoredLimited · 19
$2,995181,000 mi

Comparison: 19 similar vehicles

Indianapolis, IN

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Indianapolis, IN

UnscoredInsufficient · 4
$2,995110,172 mi

Comparison: 4 similar vehicles

Indianapolis, IN

2010 Mercury Mariner Base

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

2010 Mercury Mariner Base

Indianapolis, IN

UnscoredInsufficient · 3
$2,995235,375 mi

Comparison: 3 similar vehicles

Indianapolis, IN

2008 Volvo XC90 3.2

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

2008 Volvo XC90 3.2

Martinsville, IN

UnscoredInsufficient · 4
$2,995198,931 mi

Comparison: 4 similar vehicles

Martinsville, IN

2003 Ford Escape XLT Popular 2

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

2003 Ford Escape XLT Popular 2

Indianapolis, IN

UnscoredInsufficient · 0
$2,995160,800 mi

Indianapolis, IN

2003 Chevrolet Blazer LS

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

2003 Chevrolet Blazer LS

Indianapolis, IN

UnscoredInsufficient · 0
$2,995Mileage not verified

Indianapolis, IN

2003 Subaru Forester X

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

2003 Subaru Forester X

Indianapolis, IN

UnscoredInsufficient · 0
$2,995151,577 mi

Indianapolis, IN

2013 GMC Acadia SLT1

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

2013 GMC Acadia SLT1

Indianapolis, IN

UnscoredLimited · 15
$3,000178,222 mi

Comparison: 15 similar vehicles

Indianapolis, IN

2011 Dodge Durango Crew

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

2011 Dodge Durango Crew

Plainfield, IN

UnscoredLimited · 13
$3,000219,944 mi

Comparison: 13 similar vehicles

Plainfield, IN

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Plainfield, IN

UnscoredInsufficient · 3
$3,000164,245 mi

Comparison: 3 similar vehicles

Plainfield, IN

2008 Jeep Liberty Limited

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

2008 Jeep Liberty Limited

Fishers, IN

UnscoredInsufficient · 4
$3,002217,557 mi

Comparison: 4 similar vehicles

Fishers, IN

2004 Ford Escape Limited

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

2004 Ford Escape Limited

Indianapolis, IN

UnscoredInsufficient · 0
$3,027230,577 mi

Indianapolis, IN

2014 Ford Edge SE

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

2014 Ford Edge SE

Fishers, IN

UnscoredModerate · 27
$3,036224,888 mi

Comparison: 27 similar vehicles

Fishers, IN

2008 Suzuki XL7 Luxury

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

2008 Suzuki XL7 Luxury

Indianapolis, IN

UnscoredInsufficient · 0
$3,200145,985 mi

Indianapolis, IN

2014 Nissan Murano S

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

2014 Nissan Murano S

Indianapolis, IN

UnscoredLimited · 14
$3,260160,843 mi

Comparison: 14 similar vehicles

Indianapolis, IN

2011 Ford Flex SEL

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

2011 Ford Flex SEL

Indianapolis, IN

UnscoredLimited · 7
$3,299235,480 mi

Comparison: 7 similar vehicles

Indianapolis, IN

2010 Ford Explorer Eddie Bauer

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

2010 Ford Explorer Eddie Bauer

Rockville, IN

UnscoredLimited · 13
$3,399164,427 mi

Comparison: 13 similar vehicles

Rockville, IN

2008 Saturn VUE XE

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

2008 Saturn VUE XE

Fishers, IN

UnscoredLimited · 7
$3,399168,986 mi

Comparison: 7 similar vehicles

Fishers, IN

2016 Buick Encore Base

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

2016 Buick Encore Base

Indianapolis, IN

UnscoredLimited · 16
$3,495171,713 mi

Comparison: 16 similar vehicles

Indianapolis, IN

2010 GMC Acadia SLE

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

2010 GMC Acadia SLE

Indianapolis, IN

UnscoredInsufficient · 0
$3,495191,594 mi

Indianapolis, IN

2005 GMC Yukon XL SLE

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

2005 GMC Yukon XL SLE

Indianapolis, IN

Salvage title
$3,495Mileage not verified

Indianapolis, IN

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Lawrence, IN

UnscoredInsufficient · 4
$3,499131,542 mi

Comparison: 4 similar vehicles

Lawrence, IN

2009 Honda Pilot Touring

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

2009 Honda Pilot Touring

Indianapolis, IN

UnscoredLimited · 12
$3,499266,480 mi

Comparison: 12 similar vehicles

Indianapolis, IN

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Plainfield, IN

UnscoredLimited · 5
$3,500194,666 mi

Comparison: 5 similar vehicles

Plainfield, IN

2015 Ford Explorer Base

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

2015 Ford Explorer Base

Indianapolis, IN

UnscoredModerate · 27
$3,500235,504 mi

Comparison: 27 similar vehicles

Indianapolis, IN

2013 Mazda CX-9 Sport

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

2013 Mazda CX-9 Sport

Indianapolis, IN

UnscoredInsufficient · 0
$3,500220,060 mi

Indianapolis, 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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