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 16, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

42,659 listings found

2005 Nissan Pathfinder SE

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

2005 Nissan Pathfinder SE

Ashland, KY

UnscoredInsufficient · 0
$1,799177 mi

Ashland, KY

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Morehead, KY

UnscoredModerate · 31
$1,999231,912 mi

Comparison: 31 similar vehicles

Morehead, KY

2008 Nissan Rogue SL

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

2008 Nissan Rogue SL

Florence, KY

UnscoredInsufficient · 0
$2,399156,056 mi

Florence, KY

2017 Ford Escape SE

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

2017 Ford Escape SE

Sparta, KY

UnscoredLimited · 19
$2,450170,785 mi

Comparison: 19 similar vehicles

Sparta, KY

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Georgetown, KY

UnscoredModerate · 34
$2,500215,293 mi

Comparison: 34 similar vehicles

Georgetown, KY

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Shepherdsville, KY

UnscoredLimited · 11
$2,500229,765 mi

Comparison: 11 similar vehicles

Shepherdsville, KY

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

Shepherdsville, KY

UnscoredLimited · 7
$2,500246,830 mi

Comparison: 7 similar vehicles

Shepherdsville, KY

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Paris, KY

UnscoredInsufficient · 4
$2,500157,987 mi

Comparison: 4 similar vehicles

Paris, KY

2007 Ford Edge SE

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

2007 Ford Edge SE

Shepherdsville, KY

UnscoredInsufficient · 0
$2,500228,180 mi

Shepherdsville, KY

2007 Buick Rendezvous CX

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

2007 Buick Rendezvous CX

Shepherdsville, KY

UnscoredLimited · 6
$2,500173,848 mi

Comparison: 6 similar vehicles

Shepherdsville, KY

2004 Kia Sorento LX

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

2004 Kia Sorento LX

Shepherdsville, KY

UnscoredInsufficient · 0
$2,500186,186 mi

Shepherdsville, KY

2010 Mercury Mariner Base

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

2010 Mercury Mariner Base

Winchester, KY

UnscoredInsufficient · 3
$2,750197,176 mi

Comparison: 3 similar vehicles

Winchester, KY

2006 Dodge Durango SXT

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

2006 Dodge Durango SXT

Winchester, KY

UnscoredInsufficient · 0
$2,750231,906 mi

Winchester, KY

2003 Jeep Liberty LIMITED

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

2003 Jeep Liberty LIMITED

Winchester, KY

UnscoredInsufficient · 0
$2,750191,311 mi

Winchester, KY

2005 Honda CR-V SE

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

2005 Honda CR-V SE

Muldraugh, KY

UnscoredInsufficient · 0
$2,788181,800 mi

Muldraugh, KY

2008 Suzuki XL7 Premium

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

2008 Suzuki XL7 Premium

Shepherdsville, KY

UnscoredInsufficient · 0
$2,800220,791 mi

Shepherdsville, KY

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Frankfort, KY

UnscoredLimited · 5
$2,888162,000 mi

Comparison: 5 similar vehicles

Frankfort, KY

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Maysville, KY

UnscoredInsufficient · 3
$2,899144,022 mi

Comparison: 3 similar vehicles

Maysville, KY

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Nicholasville, KY

UnscoredInsufficient · 4
$2,900165,257 mi

Comparison: 4 similar vehicles

Nicholasville, KY

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Paris, KY

UnscoredRobust · 71
$2,900191,981 mi

Comparison: 71 similar vehicles

Paris, KY

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Georgetown, KY

UnscoredLimited · 11
$2,900246,863 mi

Comparison: 11 similar vehicles

Georgetown, KY

2007 Jeep Compass Sport

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

2007 Jeep Compass Sport

Guthrie, KY

UnscoredInsufficient · 0
$2,900216,517 mi

Guthrie, KY

2007 Chevrolet Equinox LT

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

2007 Chevrolet Equinox LT

Paris, KY

UnscoredLimited · 16
$2,900172,865 mi

Comparison: 16 similar vehicles

Paris, KY

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Paris, KY

UnscoredInsufficient · 4
$2,900165,190 mi

Comparison: 4 similar vehicles

Paris, KY

2007 Toyota RAV4 Sport

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

2007 Toyota RAV4 Sport

Sparta, KY

UnscoredInsufficient · 0
$2,950Mileage not verified

Sparta, KY

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Lexington, KY

UnscoredLimited · 9
$2,980198,614 mi

Comparison: 9 similar vehicles

Lexington, KY

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

UnscoredLimited · 6
$2,990210,000 mi

Comparison: 6 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

Somerset, KY

UnscoredModerate · 30
$2,995230,434 mi

Comparison: 30 similar vehicles

Somerset, KY

2008 Jeep Patriot Sport

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

2008 Jeep Patriot Sport

Louisa, KY

UnscoredInsufficient · 0
$2,995Mileage not verified

Louisa, KY

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Nicholasville, KY

UnscoredLimited · 5
$2,995231,542 mi

Comparison: 5 similar vehicles

Nicholasville, KY

2005 Ford Explorer Limited

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

2005 Ford Explorer Limited

Louisa, KY

UnscoredInsufficient · 0
$2,995260,000 mi

Louisa, KY

1998 Mercury Mountaineer Base

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

1998 Mercury Mountaineer Base

Frankfort, KY

UnscoredInsufficient · 0
$2,995247,410 mi

Frankfort, KY

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Maysville, KY

UnscoredModerate · 34
$2,999201,851 mi

Comparison: 34 similar vehicles

Maysville, KY

2014 Chevrolet Captiva Sport LT

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

2014 Chevrolet Captiva Sport LT

Owensboro, KY

UnscoredLimited · 11
$2,999175,482 mi

Comparison: 11 similar vehicles

Owensboro, KY

2013 Ford Explorer Base

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

2013 Ford Explorer Base

Lexington, KY

UnscoredModerate · 22
$2,999235,213 mi

Comparison: 22 similar vehicles

Lexington, KY

No Photo

2002 GMC Yukon XL SLE

Somerset, KY

UnscoredInsufficient · 4
$2,999247,359 mi

Comparison: 4 similar vehicles

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

2000 Chevrolet Suburban Base

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

2000 Chevrolet Suburban Base

Hartford, KY

UnscoredInsufficient · 0
$3,000208,904 mi

Hartford, 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

2001 Mercury Mountaineer Base

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

2001 Mercury Mountaineer Base

Madisonville, KY

UnscoredInsufficient · 0
$3,200159,319 mi

Madisonville, KY

2010 Ford Edge SE

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

2010 Ford Edge SE

Ashland, KY

UnscoredLimited · 7
$3,289232,341 mi

Comparison: 7 similar vehicles

Ashland, KY

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Ashland, KY

UnscoredLimited · 13
$3,289194,635 mi

Comparison: 13 similar vehicles

Ashland, KY

2006 Jeep Liberty Limited

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

2006 Jeep Liberty Limited

Paducah, KY

UnscoredInsufficient · 0
$3,295196,400 mi

Paducah, 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 · 10
$3,295180,907 mi

Comparison: 10 similar vehicles

Somerset, KY

2004 Lexus RX 330

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

2004 Lexus RX 330

Louisville, KY

UnscoredLimited · 15
$3,295239,542 mi

Comparison: 15 similar vehicles

Louisville, 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 · 15
$3,389Mileage not verified

Comparison: 15 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 · 25
$3,394211,276 mi

Comparison: 25 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

UnscoredLimited · 6
$3,400232,845 mi

Comparison: 6 similar vehicles

Somerset, KY

2007 Buick Rendezvous CX

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

2007 Buick Rendezvous CX

Olive Hill, KY

UnscoredLimited · 7
$3,400179,230 mi

Comparison: 7 similar vehicles

Olive Hill, KY

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 manage their profile, 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, exports, and enhanced merchandising.
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.