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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 21, 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

12,066 listings found

No Photo

2008 Nissan Rogue S

Indianapolis, IN

UnscoredInsufficient · 3
$1,350232,878 mi

Comparison: 3 similar vehicles

Indianapolis, 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

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

Lebanon, IN

UnscoredLimited · 5
$2,420394,885 mi

Comparison: 5 similar vehicles

Lebanon, 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

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

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

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 · 9
$2,918218,497 mi

Comparison: 9 similar vehicles

Lafayette, 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

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

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 · 16
$3,000178,222 mi

Comparison: 16 similar vehicles

Indianapolis, IN

2004 Lexus RX 330

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

2004 Lexus RX 330

Tilton, IL

UnscoredModerate · 22
$3,000189,352 mi

Comparison: 22 similar vehicles

Tilton, IL

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

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

UnscoredModerate · 25
$3,399164,427 mi

Comparison: 25 similar vehicles

Rockville, 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 · 17
$3,495171,713 mi

Comparison: 17 similar vehicles

Indianapolis, 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 · 29
$3,500235,504 mi

Comparison: 29 similar vehicles

Indianapolis, 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

2009 Dodge Journey SXT

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

2009 Dodge Journey SXT

Carmel, IN

UnscoredInsufficient · 3
$3,500167,927 mi

Comparison: 3 similar vehicles

Carmel, IN

2008 INFINITI EX 35 Journey

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

2008 INFINITI EX 35 Journey

Lafayette, IN

UnscoredLimited · 9
$3,500182,000 mi

Comparison: 9 similar vehicles

Lafayette, IN

2001 Toyota Highlander Base

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

2001 Toyota Highlander Base

Indianapolis, IN

UnscoredInsufficient · 0
$3,500231,125 mi

Indianapolis, IN

2007 Cadillac SRX Base

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

2007 Cadillac SRX Base

Greencastle, IN

Great DealLimited · 12
$3,645101,425 mi

Market: $4,995 – $7,790

Comparison: 12 similar vehicles

Competitively priced ~27% below the typical range compared to similar vehicles · 17 days listed (based on current market benchmarks)

Greencastle, IN

2012 Dodge Journey SE

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

2012 Dodge Journey SE

Attica, IN

UnscoredLimited · 9
$3,675182,035 mi

Comparison: 9 similar vehicles

Attica, IN

2008 Kia Sorento Base

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

2008 Kia Sorento Base

Indianapolis, IN

UnscoredLimited · 7
$3,695121,782 mi

Comparison: 7 similar vehicles

Indianapolis, 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

2008 Mercedes-Benz M-Class ML350

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

2008 Mercedes-Benz M-Class ML350

Indianapolis, IN

UnscoredLimited · 7
$3,895205,000 mi

Comparison: 7 similar vehicles

Indianapolis, 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

2012 Ford Edge SE

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

2012 Ford Edge SE

Indianapolis, IN

UnscoredLimited · 9
$3,988204,193 mi

Comparison: 9 similar vehicles

Indianapolis, 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

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Rockville, IN

UnscoredRobust · 79
$3,999224,681 mi

Comparison: 79 similar vehicles

Rockville, IN

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Indianapolis, IN

UnscoredInsufficient · 4
$3,999125,278 mi

Comparison: 4 similar vehicles

Indianapolis, IN

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Indianapolis, IN

UnscoredInsufficient · 3
$3,999177,332 mi

Comparison: 3 similar vehicles

Indianapolis, IN

2009 Subaru Forester 2.5X Premium Package

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

2009 Subaru Forester 2.5X Premium Package

Indianapolis, IN

UnscoredLimited · 5
$3,999187,506 mi

Comparison: 5 similar vehicles

Indianapolis, IN

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Greencastle, IN

UnscoredLimited · 9
$4,145168,658 mi

Comparison: 9 similar vehicles

Greencastle, IN

2008 Saturn VUE XR

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

2008 Saturn VUE XR

Greencastle, IN

UnscoredLimited · 18
$4,145150,658 mi

Comparison: 18 similar vehicles

Greencastle, 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

2011 Honda CR-V SE

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

2011 Honda CR-V SE

Carmel, IN

UnscoredLimited · 5
$4,250244,600 mi

Comparison: 5 similar vehicles

Carmel, 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

2010 GMC Yukon XL SLT1

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

2010 GMC Yukon XL SLT1

Rockville, IN

UnscoredInsufficient · 0
$4,299254,274 mi

Rockville, IN

2008 Dodge Durango SLT

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

2008 Dodge Durango SLT

Rockville, IN

UnscoredInsufficient · 0
$4,399159,798 mi

Rockville, IN

2017 Hyundai Santa Fe SE

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

2017 Hyundai Santa Fe SE

Indianapolis, IN

UnscoredInsufficient · 4
$4,495121,008 mi

Comparison: 4 similar vehicles

Indianapolis, 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

2006 Toyota Highlander Base

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

2006 Toyota Highlander Base

Indianapolis, IN

UnscoredInsufficient · 0
$4,495188,367 mi

Indianapolis, 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

Westfield, IN

UnscoredLimited · 16
$4,499159,465 mi

Comparison: 16 similar vehicles

Westfield, IN

2010 Honda CR-V EX

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

2010 Honda CR-V EX

Westville, IL

UnscoredModerate · 29
$4,499258,187 mi

Comparison: 29 similar vehicles

Westville, IL

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 · 54
$4,500208,800 mi

Comparison: 54 similar vehicles

Kokomo, 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
$4,500152,890 mi

Comparison: 62 similar vehicles

Lafayette, IN

2015 Ford Flex SE

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

2015 Ford Flex SE

Indianapolis, IN

UnscoredInsufficient · 0
$4,500186,311 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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