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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

7,976 listings found

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Crump, TN

UnscoredLimited · 10
$2,250280,881 mi

Comparison: 10 similar vehicles

Crump, TN

1997 Ford Explorer XLT

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

1997 Ford Explorer XLT

Crump, TN

UnscoredInsufficient · 0
$2,250312,202 mi

Crump, TN

2013 Nissan LEAF S

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

2013 Nissan LEAF S

Crump, TN

UnscoredInsufficient · 0
$2,95076,461 mi

Crump, TN

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Crump, TN

UnscoredInsufficient · 0
$2,950131,920 mi

Crump, TN

2008 Kia Sedona LX

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

2008 Kia Sedona LX

Muscle Shoals, AL

UnscoredInsufficient · 0
$2,979213,501 mi

Muscle Shoals, AL

2007 Hyundai Azera SE

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

2007 Hyundai Azera SE

Florence, AL

UnscoredInsufficient · 0
$3,300178,300 mi

Florence, AL

2008 Suzuki SX4 Sport Convenience

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

2008 Suzuki SX4 Sport Convenience

Florence, AL

UnscoredInsufficient · 0
$3,800180,300 mi

Florence, AL

2005 Lexus ES 330

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

2005 Lexus ES 330

Florence, AL

UnscoredLimited · 7
$3,800Mileage not verified

Comparison: 7 similar vehicles

Florence, AL

2013 Chrysler Town & Country Touring

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

2013 Chrysler Town & Country Touring

Savannah, TN

UnscoredLimited · 10
$3,900232,479 mi

Comparison: 10 similar vehicles

Savannah, TN

2004 Honda CR-V LX

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

2004 Honda CR-V LX

Muscle Shoals, AL

Salvage title
$3,900256,132 mi

Muscle Shoals, AL

2014 Subaru Outback Base

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

2014 Subaru Outback Base

Killen, AL

UnscoredInsufficient · 4
$3,950254,481 mi

Comparison: 4 similar vehicles

Killen, AL

2009 Mazda CX-9 Grand Touring AWD

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

2009 Mazda CX-9 Grand Touring AWD

Crump, TN

UnscoredInsufficient · 0
$3,950242,203 mi

Crump, TN

2007 Chrysler Sebring Limited

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

2007 Chrysler Sebring Limited

Crump, TN

UnscoredInsufficient · 0
$3,950178,086 mi

Crump, TN

2002 Ford F-150 XLT

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

2002 Ford F-150 XLT

Crump, TN

UnscoredInsufficient · 4
$3,950247,906 mi

Comparison: 4 similar vehicles

Crump, TN

2005 Honda CR-V LX

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

2005 Honda CR-V LX

Muscle Shoals, AL

UnscoredLimited · 7
$3,995300,842 mi

Comparison: 7 similar vehicles

Muscle Shoals, AL

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Tuscumbia, AL

UnscoredLimited · 13
$3,995238,491 mi

Comparison: 13 similar vehicles

Tuscumbia, AL

2011 Land Rover LR2 Base

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

2011 Land Rover LR2 Base

Florence, AL

UnscoredInsufficient · 0
$3,999174,979 mi

Florence, AL

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Florence, AL

UnscoredLimited · 14
$3,999146,903 mi

Comparison: 14 similar vehicles

Florence, AL

2012 Suzuki Grand Vitara Premium

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

2012 Suzuki Grand Vitara Premium

Hamilton, AL

UnscoredInsufficient · 0
$4,000164,773 mi

Hamilton, AL

2008 Subaru Outback 2.5i

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

2008 Subaru Outback 2.5i

Hamilton, AL

UnscoredInsufficient · 0
$4,194228,352 mi

Hamilton, AL

2004 Volvo XC70 2.5T

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

2004 Volvo XC70 2.5T

Crump, TN

UnscoredInsufficient · 0
$4,250159,285 mi

Crump, TN

2014 Ford Focus S

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

2014 Ford Focus S

Florence, AL

UnscoredInsufficient · 0
$4,499160,157 mi

Florence, AL

2007 Pontiac Torrent Base

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

2007 Pontiac Torrent Base

Florence, AL

UnscoredLimited · 11
$4,499174,619 mi

Comparison: 11 similar vehicles

Florence, AL

2016 Ford C-Max SEL

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

2016 Ford C-Max SEL

Muscle Shoals, AL

UnscoredInsufficient · 3
$4,500211,399 mi

Comparison: 3 similar vehicles

Muscle Shoals, AL

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Savannah, TN

UnscoredModerate · 21
$4,500180,995 mi

Comparison: 21 similar vehicles

Savannah, TN

2012 Hyundai Santa Fe Limited

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

2012 Hyundai Santa Fe Limited

Muscle Shoals, AL

UnscoredInsufficient · 0
$4,500220,197 mi

Muscle Shoals, AL

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Crump, TN

UnscoredLimited · 13
$4,550215,081 mi

Comparison: 13 similar vehicles

Crump, TN

2014 Nissan Versa Note S Plus

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

2014 Nissan Versa Note S Plus

Crump, TN

UnscoredInsufficient · 0
$4,650165,953 mi

Crump, TN

No Photo

2015 Dodge Grand Caravan SE Plus

Savannah, TN

UnscoredInsufficient · 0
$4,899164,209 mi

Savannah, TN

2015 Nissan Altima S

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

2015 Nissan Altima S

Muscle Shoals, AL

UnscoredInsufficient · 4
$4,900214,699 mi

Comparison: 4 similar vehicles

Muscle Shoals, AL

2009 Toyota Sienna XLE

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

2009 Toyota Sienna XLE

Mooreville, MS

UnscoredInsufficient · 0
$4,900226,649 mi

Mooreville, MS

2004 Nissan Xterra XE

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

2004 Nissan Xterra XE

Florence, AL

UnscoredInsufficient · 0
$4,900165,265 mi

Florence, AL

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Crump, TN

UnscoredLimited · 18
$4,950240,899 mi

Comparison: 18 similar vehicles

Crump, TN

2012 Ford Escape XLS

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

2012 Ford Escape XLS

Killen, AL

UnscoredInsufficient · 0
$4,950213,264 mi

Killen, AL

2014 Chevrolet Cruze Turbo Diesel

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

2014 Chevrolet Cruze Turbo Diesel

Hamilton, AL

Salvage title
$4,995165,546 mi

Hamilton, AL

2014 Nissan Altima SL

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

2014 Nissan Altima SL

Counce, TN

UnscoredLimited · 18
$4,995266,000 mi

Comparison: 18 similar vehicles

Counce, TN

2017 Kia Rio EX

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

2017 Kia Rio EX

Florence, AL

UnscoredInsufficient · 0
$4,999155,859 mi

Florence, AL

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Florence, AL

UnscoredModerate · 29
$4,999143,249 mi

Comparison: 29 similar vehicles

Florence, AL

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Florence, AL

UnscoredLimited · 9
$4,999176,212 mi

Comparison: 9 similar vehicles

Florence, AL

2010 Ford Taurus Limited

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

2010 Ford Taurus Limited

Sheffield, AL

UnscoredLimited · 5
$4,999228,226 mi

Comparison: 5 similar vehicles

Sheffield, AL

No Photo

2008 Chevrolet Impala LT

Tishomingo, MS

UnscoredLimited · 10
$4,999239,309 mi

Comparison: 10 similar vehicles

Tishomingo, MS

2006 Buick Lucerne CX

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

2006 Buick Lucerne CX

Tishomingo, MS

UnscoredInsufficient · 0
$4,999164,946 mi

Tishomingo, MS

1993 Ford F-150

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

1993 Ford F-150

Tishomingo, MS

UnscoredInsufficient · 0
$4,999139,075 mi

Tishomingo, MS

2002 Ford F-150 XLT

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

2002 Ford F-150 XLT

Haleyville, AL

Salvage title
$5,000Mileage not verified

Haleyville, AL

2002 GMC Sierra 1500 SL

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

2002 GMC Sierra 1500 SL

Haleyville, AL

UnscoredInsufficient · 0
$5,000350,000 mi

Haleyville, AL

2013 Hyundai Sonata Hybrid Base

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

2013 Hyundai Sonata Hybrid Base

Haleyville, AL

UnscoredInsufficient · 0
$5,250228,054 mi

Haleyville, AL

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Crump, TN

UnscoredLimited · 9
$5,250241,811 mi

Comparison: 9 similar vehicles

Crump, TN

2012 Mercedes-Benz M-Class ML350

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

2012 Mercedes-Benz M-Class ML350

Muscle Shoals, AL

UnscoredLimited · 13
$5,300236,398 mi

Comparison: 13 similar vehicles

Muscle Shoals, AL

2012 Mazda Mazda2 Sport

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

2012 Mazda Mazda2 Sport

Russellville, AL

UnscoredInsufficient · 0
$5,300156,000 mi

Russellville, AL

2012 Kia Forte EX

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

2012 Kia Forte EX

Tishomingo, MS

UnscoredInsufficient · 0
$5,325176,690 mi

Tishomingo, MS

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.