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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

2,976 listings found

2010 Ford Expedition Limited

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

2010 Ford Expedition Limited

Murray, KY

UnscoredLimited · 6
$3,000212,111 mi

Comparison: 6 similar vehicles

Murray, KY

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Cadiz, KY

UnscoredInsufficient · 4
$3,695213,061 mi

Comparison: 4 similar vehicles

Cadiz, KY

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Milan, TN

UnscoredModerate · 24
$3,950245,000 mi

Comparison: 24 similar vehicles

Milan, TN

2010 Nissan Murano S

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

2010 Nissan Murano S

Huntingdon, TN

UnscoredInsufficient · 0
$3,995193,112 mi

Huntingdon, TN

2009 Nissan Xterra S

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

2009 Nissan Xterra S

Martin, TN

UnscoredInsufficient · 0
$3,995265,825 mi

Martin, TN

2001 Chevrolet Tracker LT

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

2001 Chevrolet Tracker LT

Hickory, KY

UnscoredInsufficient · 0
$4,200179,926 mi

Hickory, KY

2010 GMC Acadia SLT1

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

2010 GMC Acadia SLT1

Mayfield, KY

UnscoredInsufficient · 0
$4,493148,276 mi

Mayfield, KY

2007 Ford Explorer Eddie Bauer

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

2007 Ford Explorer Eddie Bauer

Mayfield, KY

UnscoredInsufficient · 0
$4,494196,168 mi

Mayfield, KY

2007 Honda CR-V EX

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

2007 Honda CR-V EX

Waverly, TN

UnscoredLimited · 6
$4,500347,538 mi

Comparison: 6 similar vehicles

Waverly, TN

2009 Subaru Forester 2.5X Limited

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

2009 Subaru Forester 2.5X Limited

Waverly, TN

UnscoredInsufficient · 0
$4,750197,105 mi

Waverly, TN

2014 GMC Terrain SLT-2

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

2014 GMC Terrain SLT-2

Benton, KY

UnscoredInsufficient · 4
$4,900222,126 mi

Comparison: 4 similar vehicles

Benton, KY

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Hickory, KY

UnscoredInsufficient · 3
$4,900185,248 mi

Comparison: 3 similar vehicles

Hickory, KY

2006 Buick Rendezvous CX

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

2006 Buick Rendezvous CX

Hickory, KY

UnscoredInsufficient · 3
$4,900173,281 mi

Comparison: 3 similar vehicles

Hickory, KY

2011 Volkswagen Tiguan S

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

2011 Volkswagen Tiguan S

Milan, TN

UnscoredInsufficient · 3
$4,950183,578 mi

Comparison: 3 similar vehicles

Milan, TN

2015 Nissan JUKE S

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

2015 Nissan JUKE S

Camden, TN

UnscoredInsufficient · 0
$4,970141,856 mi

Camden, TN

2012 Acura MDX Technology & Entertainment Package

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

2012 Acura MDX Technology & Entertainment Package

Cadiz, KY

UnscoredInsufficient · 4
$4,995210,611 mi

Comparison: 4 similar vehicles

Cadiz, KY

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Mayfield, KY

Fair PriceLimited · 12
$4,995102,000 mi

Market: $3,850 – $8,990

Comparison: 12 similar vehicles

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

Mayfield, KY

2009 Toyota Highlander Base

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

2009 Toyota Highlander Base

Cadiz, KY

UnscoredInsufficient · 0
$4,995275,782 mi

Cadiz, KY

2010 Chevrolet Equinox 2LT

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

2010 Chevrolet Equinox 2LT

Paris, TN

UnscoredLimited · 5
$5,000159,210 mi

Comparison: 5 similar vehicles

Paris, TN

2008 GMC Acadia SLT2

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

2008 GMC Acadia SLT2

Lexington, TN

UnscoredInsufficient · 0
$5,250168,623 mi

Lexington, TN

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Union City, TN

UnscoredLimited · 18
$5,280142,025 mi

Comparison: 18 similar vehicles

Union City, TN

2013 Mitsubishi Outlander Sport SE

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

2013 Mitsubishi Outlander Sport SE

Lexington, TN

UnscoredInsufficient · 0
$5,369101,853 mi

Lexington, TN

2015 Nissan JUKE SV

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

2015 Nissan JUKE SV

Lexington, TN

UnscoredInsufficient · 3
$5,399115,843 mi

Comparison: 3 similar vehicles

Lexington, TN

2001 Chevrolet Suburban Base

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

2001 Chevrolet Suburban Base

Hickory, KY

UnscoredInsufficient · 0
$5,400226,890 mi

Hickory, KY

2018 Ford Ecosport S

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

2018 Ford Ecosport S

Medina, TN

UnscoredInsufficient · 0
$5,500167,125 mi

Medina, TN

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Lexington, TN

UnscoredInsufficient · 0
$5,500138,490 mi

Lexington, TN

2004 Toyota Highlander Base

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

2004 Toyota Highlander Base

Hickory, KY

UnscoredInsufficient · 0
$5,500179,424 mi

Hickory, KY

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Murray, KY

Salvage title
$5,512137,326 mi

Murray, KY

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Lexington, TN

UnscoredLimited · 19
$5,679179,053 mi

Comparison: 19 similar vehicles

Lexington, TN

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Murray, KY

UnscoredLimited · 5
$5,800191,972 mi

Comparison: 5 similar vehicles

Murray, KY

2012 GMC Acadia Denali

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

2012 GMC Acadia Denali

Medina, TN

UnscoredLimited · 13
$5,895133,350 mi

Comparison: 13 similar vehicles

Medina, TN

2012 GMC Yukon SLT

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

2012 GMC Yukon SLT

Martin, TN

UnscoredLimited · 5
$5,900256,551 mi

Comparison: 5 similar vehicles

Martin, TN

2004 Cadillac SRX Base

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

2004 Cadillac SRX Base

Benton, KY

UnscoredInsufficient · 0
$5,90090,414 mi

Benton, KY

2014 Ford Escape S

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

2014 Ford Escape S

Murray, KY

UnscoredLimited · 16
$5,912150,410 mi

Comparison: 16 similar vehicles

Murray, KY

No Photo

2015 Buick Enclave Leather

Waverly, TN

UnscoredModerate · 21
$5,950155,562 mi

Comparison: 21 similar vehicles

Waverly, TN

2018 Ford Edge Titanium

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

2018 Ford Edge Titanium

Waverly, TN

UnscoredLimited · 11
$5,994160,049 mi

Comparison: 11 similar vehicles

Waverly, TN

2013 Buick Encore Premium

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

2013 Buick Encore Premium

Huntingdon, TN

UnscoredInsufficient · 0
$5,995130,622 mi

Huntingdon, TN

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Wingo, KY

UnscoredModerate · 28
$5,995168,208 mi

Comparison: 28 similar vehicles

Wingo, KY

2012 Ford Edge SE

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

2012 Ford Edge SE

Wingo, KY

UnscoredInsufficient · 4
$5,995212,600 mi

Comparison: 4 similar vehicles

Wingo, KY

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Cadiz, KY

UnscoredInsufficient · 0
$5,995146,392 mi

Cadiz, KY

2007 Chevrolet Tahoe LT

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

2007 Chevrolet Tahoe LT

Cadiz, KY

UnscoredLimited · 17
$5,995278,546 mi

Comparison: 17 similar vehicles

Cadiz, KY

2004 GMC Yukon XL Denali

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

2004 GMC Yukon XL Denali

Paris, TN

UnscoredInsufficient · 0
$6,400179,540 mi

Paris, TN

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Mayfield, KY

UnscoredModerate · 21
$6,494164,640 mi

Comparison: 21 similar vehicles

Mayfield, KY

2013 Chevrolet Suburban LT

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

2013 Chevrolet Suburban LT

Cadiz, KY

UnscoredLimited · 5
$6,495225,448 mi

Comparison: 5 similar vehicles

Cadiz, KY

2011 Dodge Durango Citadel

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

2011 Dodge Durango Citadel

Cadiz, KY

UnscoredLimited · 8
$6,495209,037 mi

Comparison: 8 similar vehicles

Cadiz, KY

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Murray, KY

UnscoredLimited · 7
$6,495105,782 mi

Comparison: 7 similar vehicles

Murray, KY

2012 Jeep Grand Cherokee Laredo X

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

2012 Jeep Grand Cherokee Laredo X

Murray, KY

UnscoredInsufficient · 0
$6,500196,745 mi

Murray, KY

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Hickory, KY

UnscoredLimited · 13
$6,500170,559 mi

Comparison: 13 similar vehicles

Hickory, KY

2009 Ford Escape Hybrid

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

2009 Ford Escape Hybrid

Waverly, TN

UnscoredInsufficient · 0
$6,500258,541 mi

Waverly, TN

2006 Toyota RAV4 Base

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

2006 Toyota RAV4 Base

Hickory, KY

UnscoredInsufficient · 0
$6,500194,036 mi

Hickory, 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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