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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 20, 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

4,062 listings found

2010 GMC Acadia SLT2

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

2010 GMC Acadia SLT2

Corbin, KY

UnscoredLimited · 8
$2,990243,167 mi

Comparison: 8 similar vehicles

Corbin, KY

2009 Nissan Rogue SL

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

2009 Nissan Rogue SL

Corbin, KY

UnscoredInsufficient · 0
$2,990210,000 mi

Corbin, KY

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Somerset, KY

UnscoredModerate · 27
$2,995230,434 mi

Comparison: 27 similar vehicles

Somerset, KY

No Photo

2002 GMC Yukon XL SLE

Somerset, KY

UnscoredInsufficient · 0
$2,999247,359 mi

Somerset, KY

2007 Nissan Murano SL

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

2007 Nissan Murano SL

Strunk, KY

UnscoredInsufficient · 3
$3,000148,000 mi

Comparison: 3 similar vehicles

Strunk, KY

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Corbin, KY

UnscoredLimited · 8
$3,200161,650 mi

Comparison: 8 similar vehicles

Corbin, KY

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Somerset, KY

UnscoredLimited · 6
$3,295180,907 mi

Comparison: 6 similar vehicles

Somerset, KY

2003 Honda Element EX

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

2003 Honda Element EX

Corbin, KY

UnscoredLimited · 13
$3,389Mileage not verified

Comparison: 13 similar vehicles

Corbin, KY

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Middlesboro, KY

UnscoredModerate · 23
$3,394211,276 mi

Comparison: 23 similar vehicles

Middlesboro, KY

2012 Ford Escape XLS

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

2012 Ford Escape XLS

Somerset, KY

UnscoredInsufficient · 4
$3,400232,845 mi

Comparison: 4 similar vehicles

Somerset, KY

2006 Toyota RAV4 Base

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

2006 Toyota RAV4 Base

London, KY

UnscoredLimited · 14
$3,850253,259 mi

Comparison: 14 similar vehicles

London, KY

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Corbin, KY

UnscoredInsufficient · 4
$3,865245,459 mi

Comparison: 4 similar vehicles

Corbin, KY

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Corbin, KY

UnscoredModerate · 29
$3,895132,946 mi

Comparison: 29 similar vehicles

Corbin, KY

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Somerset, KY

UnscoredLimited · 12
$3,900206,000 mi

Comparison: 12 similar vehicles

Somerset, KY

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Lily, KY

UnscoredModerate · 21
$3,900149,987 mi

Comparison: 21 similar vehicles

Lily, KY

2007 GMC Envoy Denali

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

2007 GMC Envoy Denali

Somerset, KY

UnscoredInsufficient · 0
$3,900269,916 mi

Somerset, KY

2015 Ford Escape S

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

2015 Ford Escape S

Oneida, TN

UnscoredLimited · 8
$3,950198,734 mi

Comparison: 8 similar vehicles

Oneida, TN

2003 Chevrolet Blazer LS

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

2003 Chevrolet Blazer LS

London, KY

UnscoredInsufficient · 0
$3,950179,034 mi

London, KY

No Photo

2010 Chevrolet Traverse 1LT

Somerset, KY

UnscoredLimited · 5
$3,960229,987 mi

Comparison: 5 similar vehicles

Somerset, KY

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Corbin, KY

UnscoredLimited · 18
$3,990179,000 mi

Comparison: 18 similar vehicles

Corbin, KY

2004 Cadillac SRX Base

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

2004 Cadillac SRX Base

Somerset, KY

UnscoredInsufficient · 0
$3,995171,000 mi

Somerset, KY

2002 Ford Explorer Limited

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

2002 Ford Explorer Limited

Somerset, KY

UnscoredInsufficient · 0
$3,995185,072 mi

Somerset, KY

2007 Chevrolet Equinox LT

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

2007 Chevrolet Equinox LT

Somerset, KY

UnscoredLimited · 11
$3,999162,501 mi

Comparison: 11 similar vehicles

Somerset, KY

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Lily, KY

UnscoredLimited · 14
$4,200162,065 mi

Comparison: 14 similar vehicles

Lily, KY

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Somerset, KY

UnscoredModerate · 39
$4,900175,488 mi

Comparison: 39 similar vehicles

Somerset, KY

2011 Subaru Forester X Premium Package

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

2011 Subaru Forester X Premium Package

Corbin, KY

UnscoredLimited · 6
$4,900181,757 mi

Comparison: 6 similar vehicles

Corbin, KY

2010 GMC Acadia SLT1

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

2010 GMC Acadia SLT1

Corbin, KY

UnscoredInsufficient · 0
$4,900151,197 mi

Corbin, KY

2010 Subaru Forester X

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

2010 Subaru Forester X

Monticello, KY

UnscoredLimited · 7
$4,900130,664 mi

Comparison: 7 similar vehicles

Monticello, KY

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Somerset, KY

UnscoredLimited · 9
$4,900218,612 mi

Comparison: 9 similar vehicles

Somerset, KY

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

London, KY

UnscoredLimited · 16
$4,950187,828 mi

Comparison: 16 similar vehicles

London, KY

2014 Nissan JUKE SL

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

2014 Nissan JUKE SL

London, KY

UnscoredLimited · 5
$4,950209,207 mi

Comparison: 5 similar vehicles

London, KY

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Oneida, TN

UnscoredLimited · 14
$4,950173,663 mi

Comparison: 14 similar vehicles

Oneida, TN

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Somerset, KY

Fair PriceModerate · 27
$4,960117,228 mi

Market: $4,900 – $13,995

Comparison: 27 similar vehicles

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

Somerset, KY

No Photo

2013 Ford Escape SEL

Somerset, KY

UnscoredModerate · 33
$4,960263,459 mi

Comparison: 33 similar vehicles

Somerset, KY

2010 Dodge Journey SXT

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

2010 Dodge Journey SXT

Somerset, KY

UnscoredInsufficient · 4
$4,980192,843 mi

Comparison: 4 similar vehicles

Somerset, KY

2015 Ford Escape SE

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

2015 Ford Escape SE

London, KY

UnscoredRobust · 66
$4,990172,478 mi

Comparison: 66 similar vehicles

London, KY

2009 Chevrolet Tahoe LTZ

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

2009 Chevrolet Tahoe LTZ

Corbin, KY

UnscoredLimited · 5
$4,990199,000 mi

Comparison: 5 similar vehicles

Corbin, KY

No Photo

2008 GMC Yukon XL Denali

Somerset, KY

UnscoredInsufficient · 4
$4,995235,029 mi

Comparison: 4 similar vehicles

Somerset, KY

2003 Chevrolet TrailBlazer LS

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

2003 Chevrolet TrailBlazer LS

Strunk, KY

UnscoredInsufficient · 4
$4,995276,000 mi

Comparison: 4 similar vehicles

Strunk, KY

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Somerset, KY

UnscoredInsufficient · 3
$4,999132,658 mi

Comparison: 3 similar vehicles

Somerset, KY

No Photo

2003 Ford Expedition XLT Premium

Somerset, KY

UnscoredInsufficient · 0
$4,999261,421 mi

Somerset, KY

No Photo

2001 Toyota 4Runner SR5

Somerset, KY

UnscoredInsufficient · 0
$4,999272,236 mi

Somerset, KY

2007 Chevrolet TrailBlazer LT

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

2007 Chevrolet TrailBlazer LT

Liberty, KY

UnscoredLimited · 6
$5,000196,931 mi

Comparison: 6 similar vehicles

Liberty, KY

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Clay City, KY

UnscoredModerate · 47
$5,300167,103 mi

Comparison: 47 similar vehicles

Clay City, KY

2007 Saturn VUE 2.2L

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

2007 Saturn VUE 2.2L

Strunk, KY

UnscoredInsufficient · 0
$5,375123,570 mi

Strunk, KY

2014 Chevrolet Traverse LS

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

2014 Chevrolet Traverse LS

Corbin, KY

UnscoredLimited · 16
$5,389140,237 mi

Comparison: 16 similar vehicles

Corbin, KY

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Monticello, KY

UnscoredModerate · 21
$5,500183,360 mi

Comparison: 21 similar vehicles

Monticello, KY

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Corbin, KY

UnscoredModerate · 38
$5,800166,200 mi

Comparison: 38 similar vehicles

Corbin, KY

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Corbin, KY

UnscoredLimited · 18
$5,890160,444 mi

Comparison: 18 similar vehicles

Corbin, KY

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Lily, KY

UnscoredLimited · 6
$5,900157,300 mi

Comparison: 6 similar vehicles

Lily, KY

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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