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 17, 2026

5.9M+

Unique vehicles analyzed

as of October 16, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.8M used·Listings processed daily

Or explore the market

5,531 listings found

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Live Oak, FL

UnscoredModerate · 26
$2,500210,612 mi

Comparison: 26 similar vehicles

Live Oak, FL

2006 Cadillac STS Base

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

2006 Cadillac STS Base

Norman Park, GA

UnscoredInsufficient · 0
$2,900179,251 mi

Norman Park, GA

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Live Oak, FL

UnscoredLimited · 10
$3,735205,451 mi

Comparison: 10 similar vehicles

Live Oak, FL

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Norman Park, GA

UnscoredModerate · 20
$3,900193,639 mi

Comparison: 20 similar vehicles

Norman Park, GA

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Norman Park, GA

UnscoredLimited · 10
$3,900121,272 mi

Comparison: 10 similar vehicles

Norman Park, GA

2012 Buick Verano 1SD

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

2012 Buick Verano 1SD

Norman Park, GA

UnscoredInsufficient · 0
$3,900184,797 mi

Norman Park, GA

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Norman Park, GA

UnscoredLimited · 13
$3,900199,928 mi

Comparison: 13 similar vehicles

Norman Park, GA

2011 Volkswagen Jetta SEL

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

2011 Volkswagen Jetta SEL

Norman Park, GA

UnscoredInsufficient · 4
$3,900219,928 mi

Comparison: 4 similar vehicles

Norman Park, GA

2007 Honda Accord LX

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

2007 Honda Accord LX

Norman Park, GA

UnscoredInsufficient · 3
$3,900216,017 mi

Comparison: 3 similar vehicles

Norman Park, GA

2001 Cadillac Seville STS

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

2001 Cadillac Seville STS

Norman Park, GA

UnscoredInsufficient · 0
$3,900121,347 mi

Norman Park, GA

2014 Ford Flex SEL

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

2014 Ford Flex SEL

Valdosta, GA

UnscoredLimited · 10
$4,400245,000 mi

Comparison: 10 similar vehicles

Valdosta, GA

2016 Buick Encore Base

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

2016 Buick Encore Base

Norman Park, GA

UnscoredRobust · 61
$4,500198,601 mi

Comparison: 61 similar vehicles

Norman Park, GA

2014 GMC Acadia SLE2

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

2014 GMC Acadia SLE2

Norman Park, GA

UnscoredLimited · 6
$4,500203,559 mi

Comparison: 6 similar vehicles

Norman Park, GA

2010 Chevrolet Malibu 1LS

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

2010 Chevrolet Malibu 1LS

Norman Park, GA

UnscoredInsufficient · 0
$4,500157,535 mi

Norman Park, GA

2008 Chevrolet Express Cargo Work Van

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

2008 Chevrolet Express Cargo Work Van

Live Oak, FL

UnscoredInsufficient · 4
$4,500230,000 mi

Comparison: 4 similar vehicles

Live Oak, FL

2002 Chevrolet Silverado 1500 base

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

2002 Chevrolet Silverado 1500 base

Live Oak, FL

UnscoredInsufficient · 0
$4,500Mileage not verified

Live Oak, FL

1995 Chevrolet Unknown

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

1995 Chevrolet Unknown

Quitman, GA

UnscoredInsufficient · 0
$4,579359,877 mi

Quitman, GA

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Valdosta, GA

UnscoredLimited · 5
$4,895Mileage not verified

Comparison: 5 similar vehicles

Valdosta, GA

2015 Dodge Dart SE

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

2015 Dodge Dart SE

Norman Park, GA

UnscoredInsufficient · 0
$4,900152,289 mi

Norman Park, GA

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Norman Park, GA

UnscoredRobust · 59
$4,900153,990 mi

Comparison: 59 similar vehicles

Norman Park, GA

2010 Cadillac SRX Luxury Collection

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

2010 Cadillac SRX Luxury Collection

Norman Park, GA

UnscoredInsufficient · 4
$4,900155,175 mi

Comparison: 4 similar vehicles

Norman Park, GA

2008 Chevrolet Cobalt LS

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

2008 Chevrolet Cobalt LS

Norman Park, GA

UnscoredInsufficient · 3
$4,90070,499 mi

Comparison: 3 similar vehicles

Norman Park, GA

2002 Oldsmobile Silhouette GLS

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

2002 Oldsmobile Silhouette GLS

Valdosta, GA

UnscoredInsufficient · 0
$4,900106,000 mi

Valdosta, GA

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Douglas, GA

UnscoredInsufficient · 3
$4,995200,000 mi

Comparison: 3 similar vehicles

Douglas, GA

2000 Jeep Grand Cherokee LAREDO

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

2000 Jeep Grand Cherokee LAREDO

Douglas, GA

UnscoredInsufficient · 0
$4,995200,000 mi

Douglas, GA

2009 MINI Cooper Base

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

2009 MINI Cooper Base

Valdosta, GA

UnscoredInsufficient · 4
$5,200Mileage not verified

Comparison: 4 similar vehicles

Valdosta, GA

No Photo

2016 Dodge Dart SXT

Tifton, GA

UnscoredLimited · 8
$5,500136,605 mi

Comparison: 8 similar vehicles

Tifton, GA

2014 Jeep Compass Limited

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

2014 Jeep Compass Limited

Norman Park, GA

UnscoredInsufficient · 0
$5,500149,950 mi

Norman Park, GA

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Norman Park, GA

UnscoredLimited · 17
$5,500146,976 mi

Comparison: 17 similar vehicles

Norman Park, GA

2013 Jeep Patriot Latitude

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

2013 Jeep Patriot Latitude

Norman Park, GA

UnscoredInsufficient · 0
$5,50093,295 mi

Norman Park, GA

No Photo

2008 Chevrolet Impala LS

Omega, GA

UnscoredLimited · 11
$5,500165,149 mi

Comparison: 11 similar vehicles

Omega, GA

2008 Mercedes-Benz C-Class C300 Sport

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

2008 Mercedes-Benz C-Class C300 Sport

Valdosta, GA

UnscoredLimited · 5
$5,500Mileage not verified

Comparison: 5 similar vehicles

Valdosta, GA

2007 Kia Sorento EX

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

2007 Kia Sorento EX

Homerville, GA

UnscoredInsufficient · 0
$5,50073,175 mi

Homerville, GA

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Tifton, GA

UnscoredInsufficient · 4
$5,785252,287 mi

Comparison: 4 similar vehicles

Tifton, GA

2017 Subaru Forester Limited

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

2017 Subaru Forester Limited

Valdosta, GA

UnscoredLimited · 14
$5,794223,363 mi

Comparison: 14 similar vehicles

Valdosta, GA

2010 Kia Forte EX

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

2010 Kia Forte EX

Thomasville, GA

UnscoredInsufficient · 0
$5,850178,253 mi

Thomasville, GA

2015 Chevrolet Equinox LTZ

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

2015 Chevrolet Equinox LTZ

Valdosta, GA

UnscoredLimited · 8
$5,900157,000 mi

Comparison: 8 similar vehicles

Valdosta, GA

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Norman Park, GA

UnscoredLimited · 8
$5,90093,429 mi

Comparison: 8 similar vehicles

Norman Park, GA

No Photo

2014 Chevrolet Sonic LT

Tifton, GA

UnscoredLimited · 12
$5,900140,319 mi

Comparison: 12 similar vehicles

Tifton, GA

2014 Dodge Journey SE

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

2014 Dodge Journey SE

Norman Park, GA

UnscoredLimited · 15
$5,900150,722 mi

Comparison: 15 similar vehicles

Norman Park, GA

2014 Kia Cadenza Premium

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

2014 Kia Cadenza Premium

Norman Park, GA

UnscoredInsufficient · 0
$5,900175,362 mi

Norman Park, GA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Valdosta, GA

UnscoredModerate · 49
$5,900146,811 mi

Comparison: 49 similar vehicles

Valdosta, GA

2013 Toyota Corolla LE Special Edition

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

2013 Toyota Corolla LE Special Edition

Valdosta, GA

UnscoredInsufficient · 0
$5,900216,458 mi

Valdosta, GA

2011 Cadillac SRX Premium Collection

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

2011 Cadillac SRX Premium Collection

Norman Park, GA

UnscoredInsufficient · 0
$5,900161,306 mi

Norman Park, GA

2016 Nissan Altima SR

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

2016 Nissan Altima SR

Douglas, GA

UnscoredModerate · 39
$5,995250,000 mi

Comparison: 39 similar vehicles

Douglas, GA

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Valdosta, GA

UnscoredLimited · 13
$5,995140,620 mi

Comparison: 13 similar vehicles

Valdosta, GA

2013 Dodge Durango SXT

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

2013 Dodge Durango SXT

Valdosta, GA

UnscoredLimited · 13
$5,995217,463 mi

Comparison: 13 similar vehicles

Valdosta, GA

No Photo

2012 Honda Pilot Touring

Norman Park, GA

UnscoredLimited · 5
$5,995255,760 mi

Comparison: 5 similar vehicles

Norman Park, GA

2009 Mercury Mariner Base

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

2009 Mercury Mariner Base

Douglas, GA

UnscoredInsufficient · 0
$5,995159,792 mi

Douglas, GA

2008 Mazda CX-7 Sport

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

2008 Mazda CX-7 Sport

Norman Park, GA

UnscoredInsufficient · 0
$5,995163,288 mi

Norman Park, GA

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.