Skip to main content
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 19, 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

21,625 listings found

2002 Ford F-150 XL

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

2002 Ford F-150 XL

Ashland, KY

UnscoredInsufficient · 3
$2,000165,798 mi

Comparison: 3 similar vehicles

Ashland, KY

2005 Dodge Ram 1500 Pickup ST

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

2005 Dodge Ram 1500 Pickup ST

Glasgow, KY

UnscoredLimited · 7
$2,500204,953 mi

Comparison: 7 similar vehicles

Glasgow, KY

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Hazard, KY

UnscoredLimited · 13
$2,500261,776 mi

Comparison: 13 similar vehicles

Hazard, KY

2003 Chevrolet Silverado 1500 LS

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

2003 Chevrolet Silverado 1500 LS

Hartford, KY

UnscoredLimited · 10
$2,500Mileage not verified

Comparison: 10 similar vehicles

Hartford, KY

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

Ashland, KY

UnscoredLimited · 8
$2,500231,050 mi

Comparison: 8 similar vehicles

Ashland, KY

2003 Dodge Dakota SLT

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

2003 Dodge Dakota SLT

Crittenden, KY

UnscoredLimited · 8
$2,694250,486 mi

Comparison: 8 similar vehicles

Crittenden, KY

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

Crittenden, KY

UnscoredLimited · 8
$2,699160,890 mi

Comparison: 8 similar vehicles

Crittenden, KY

2004 Ford F-150 FX4

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

2004 Ford F-150 FX4

Florence, KY

UnscoredInsufficient · 3
$2,899320,780 mi

Comparison: 3 similar vehicles

Florence, KY

2000 Ford F-150 XL

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

2000 Ford F-150 XL

Somerset, KY

UnscoredInsufficient · 4
$2,950353,058 mi

Comparison: 4 similar vehicles

Somerset, KY

2007 Ford F-150 FX4

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

2007 Ford F-150 FX4

Louisa, KY

UnscoredInsufficient · 3
$2,995198,553 mi

Comparison: 3 similar vehicles

Louisa, KY

2007 Ford F-150 STX

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

2007 Ford F-150 STX

Somerset, KY

UnscoredLimited · 15
$2,995270,471 mi

Comparison: 15 similar vehicles

Somerset, KY

2005 Ford F-150 STX

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

2005 Ford F-150 STX

Louisa, KY

UnscoredLimited · 6
$2,995214,680 mi

Comparison: 6 similar vehicles

Louisa, KY

2005 Chevrolet Colorado Z71

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

2005 Chevrolet Colorado Z71

Wingo, KY

Salvage title
$2,995231,565 mi

Wingo, KY

2008 Dodge Ram 1500 Pickup SLT

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

2008 Dodge Ram 1500 Pickup SLT

Maysville, KY

UnscoredLimited · 8
$2,999239,168 mi

Comparison: 8 similar vehicles

Maysville, KY

2005 Ford F-150 STX

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

2005 Ford F-150 STX

Ashland, KY

UnscoredLimited · 5
$2,999369,705 mi

Comparison: 5 similar vehicles

Ashland, KY

2004 Dodge Ram 1500 Pickup SLT

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

2004 Dodge Ram 1500 Pickup SLT

Maysville, KY

Salvage title
$2,999208,549 mi

Maysville, KY

2001 Dodge Ram Pickup ST

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

2001 Dodge Ram Pickup ST

Morehead, KY

UnscoredInsufficient · 3
$3,400115,087 mi

Comparison: 3 similar vehicles

Morehead, KY

2005 Chevrolet Colorado Z71

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

2005 Chevrolet Colorado Z71

Maysville, KY

UnscoredModerate · 35
$3,500190,545 mi

Comparison: 35 similar vehicles

Maysville, KY

2003 Chevrolet S-10 LS

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

2003 Chevrolet S-10 LS

Somerset, KY

UnscoredLimited · 5
$3,500206,711 mi

Comparison: 5 similar vehicles

Somerset, KY

2003 GMC Sonoma SL

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

2003 GMC Sonoma SL

Barbourville, KY

UnscoredInsufficient · 3
$3,500168,651 mi

Comparison: 3 similar vehicles

Barbourville, KY

2000 Chevrolet S-10 LS

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

2000 Chevrolet S-10 LS

Brooksville, KY

UnscoredInsufficient · 0
$3,799208,261 mi

Brooksville, KY

2007 Chevrolet Avalanche LT

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

2007 Chevrolet Avalanche LT

Corbin, KY

UnscoredLimited · 7
$3,800Mileage not verified

Comparison: 7 similar vehicles

Corbin, KY

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

London, KY

UnscoredInsufficient · 3
$3,900Mileage not verified

Comparison: 3 similar vehicles

London, KY

2002 Dodge Dakota Sport

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

2002 Dodge Dakota Sport

Murray, KY

UnscoredInsufficient · 0
$3,912198,401 mi

Murray, KY

2002 Dodge Ram 1500 Pickup ST

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

2002 Dodge Ram 1500 Pickup ST

Somerset, KY

Salvage title
$3,950226,182 mi

Somerset, KY

1999 Ford Ranger XL

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

1999 Ford Ranger XL

Louisville, KY

UnscoredInsufficient · 0
$3,994207,855 mi

Louisville, KY

2007 Ford F-150 XL

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

2007 Ford F-150 XL

Russellville, KY

UnscoredLimited · 6
$3,995299,322 mi

Comparison: 6 similar vehicles

Russellville, KY

2003 Ford F-150 Lariat

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

2003 Ford F-150 Lariat

Russellville, KY

UnscoredLimited · 6
$3,995276,363 mi

Comparison: 6 similar vehicles

Russellville, KY

2000 Ford F-150 WORK SERIES

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

2000 Ford F-150 WORK SERIES

Mount Sterling, KY

UnscoredInsufficient · 0
$3,995204,276 mi

Mount Sterling, KY

1998 Ford F-150 XL

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

1998 Ford F-150 XL

Owensboro, KY

UnscoredInsufficient · 0
$3,995190,988 mi

Owensboro, KY

2006 Nissan Frontier SE

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

2006 Nissan Frontier SE

Morehead, KY

UnscoredInsufficient · 0
$3,996180,199 mi

Morehead, KY

2004 Chevrolet Colorado Z85

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

2004 Chevrolet Colorado Z85

Somerset, KY

UnscoredInsufficient · 4
$3,999252,307 mi

Comparison: 4 similar vehicles

Somerset, KY

2005 GMC Sierra 1500 SLE

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

2005 GMC Sierra 1500 SLE

Mount Sterling, KY

UnscoredInsufficient · 0
$4,255232,092 mi

Mount Sterling, KY

2005 Ford F-150 Lariat

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

2005 Ford F-150 Lariat

Ashland, KY

UnscoredLimited · 12
$4,289229,901 mi

Comparison: 12 similar vehicles

Ashland, KY

2012 Chevrolet Silverado 1500 Work Truck

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

2012 Chevrolet Silverado 1500 Work Truck

Florence, KY

UnscoredLimited · 8
$4,399191,934 mi

Comparison: 8 similar vehicles

Florence, KY

2005 Chevrolet Colorado Z71

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

2005 Chevrolet Colorado Z71

Central City, KY

OverpricedModerate · 36
$4,450266,632 mi

Comparison: 36 similar vehicles

Priced ~49% above the typical market range for similar vehicles (based on current market benchmarks)

Central City, KY

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Owensboro, KY

UnscoredLimited · 6
$4,495203,602 mi

Comparison: 6 similar vehicles

Owensboro, KY

2003 Ford F-150 XLT

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

2003 Ford F-150 XLT

Hartford, KY

UnscoredLimited · 10
$4,499193,526 mi

Comparison: 10 similar vehicles

Hartford, KY

2011 Chevrolet Avalanche LT

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

2011 Chevrolet Avalanche LT

Nicholasville, KY

UnscoredInsufficient · 3
$4,500243,288 mi

Comparison: 3 similar vehicles

Nicholasville, KY

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

West Liberty, KY

UnscoredLimited · 19
$4,500236,944 mi

Comparison: 19 similar vehicles

West Liberty, KY

2005 Dodge Dakota ST

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

2005 Dodge Dakota ST

Maysville, KY

UnscoredInsufficient · 0
$4,50092,980 mi

Maysville, KY

1998 Ford Ranger SPLASH

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

1998 Ford Ranger SPLASH

Falls of Rough, KY

UnscoredInsufficient · 0
$4,775312,620 mi

Falls of Rough, KY

2008 GMC Sierra 1500 Denali

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

2008 GMC Sierra 1500 Denali

Mount Sterling, KY

UnscoredInsufficient · 0
$4,899170,416 mi

Mount Sterling, KY

2012 Ford F-250 Super Duty XLT

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

2012 Ford F-250 Super Duty XLT

Morehead, KY

UnscoredLimited · 14
$4,900220,000 mi

Comparison: 14 similar vehicles

Morehead, KY

2001 Ford F-150 XL

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

2001 Ford F-150 XL

Guthrie, KY

UnscoredLimited · 12
$4,900201,299 mi

Comparison: 12 similar vehicles

Guthrie, KY

2008 Dodge Ram 1500 Pickup SLT

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

2008 Dodge Ram 1500 Pickup SLT

Somerset, KY

UnscoredLimited · 13
$4,950209,150 mi

Comparison: 13 similar vehicles

Somerset, KY

2005 Ford F-250 Super Duty XL

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

2005 Ford F-250 Super Duty XL

Taylorsville, KY

UnscoredLimited · 5
$4,950151,263 mi

Comparison: 5 similar vehicles

Taylorsville, KY

2004 Nissan Frontier XE

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

2004 Nissan Frontier XE

London, KY

UnscoredLimited · 10
$4,950231,274 mi

Comparison: 10 similar vehicles

London, KY

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Cynthiana, KY

UnscoredLimited · 18
$4,976196,774 mi

Comparison: 18 similar vehicles

Cynthiana, KY

2002 Ford F-250 Super Duty XL

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

2002 Ford F-250 Super Duty XL

London, KY

UnscoredInsufficient · 0
$4,990193,752 mi

London, 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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.