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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 31, 2026

6M+

Unique vehicles analyzed

as of October 30, 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

2,530 listings found

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Alcoa, TN

Unscored
$3,999196,067 mi

Comparison: 8 similar vehicles

Alcoa, TN

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Alcoa, TN

Unscored
$4,400191,546 mi

Comparison: 104 similar vehicles

Alcoa, TN

2017 Mitsubishi Mirage ES

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

2017 Mitsubishi Mirage ES

Alcoa, TN

UnscoredInsufficient · 0
$4,499129,769 mi

Alcoa, TN

2015 Hyundai Sonata Limited

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

2015 Hyundai Sonata Limited

Alcoa, TN

Unscored
$4,949180,000 mi

Comparison: 45 similar vehicles

Alcoa, TN

2012 Mazda MAZDA5 Grand Touring

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

2012 Mazda MAZDA5 Grand Touring

Alcoa, TN

UnscoredInsufficient · 0
$4,995206,975 mi

Alcoa, TN

2008 Nissan Xterra S

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

2008 Nissan Xterra S

Alcoa, TN

UnscoredInsufficient · 0
$4,999216,259 mi

Alcoa, TN

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Alcoa, TN

UnscoredInsufficient · 3
$5,099178,213 mi

Comparison: 3 similar vehicles

Alcoa, TN

2007 Hyundai Tucson SE

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

2007 Hyundai Tucson SE

Alcoa, TN

UnscoredInsufficient · 4
$5,199141,000 mi

Comparison: 4 similar vehicles

Alcoa, TN

2012 Nissan Altima S

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

2012 Nissan Altima S

Alcoa, TN

Unscored
$5,980182,019 mi

Comparison: 7 similar vehicles

Alcoa, TN

2012 Jeep Grand Cherokee Limited

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

2012 Jeep Grand Cherokee Limited

Alcoa, TN

Unscored
$6,331178,830 mi

Comparison: 36 similar vehicles

Alcoa, TN

2006 GMC Sierra 1500 SLE2

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

2006 GMC Sierra 1500 SLE2

Alcoa, TN

UnscoredInsufficient · 0
$6,387221,000 mi

Alcoa, TN

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Alcoa, TN

Unscored
$6,494209,323 mi

Comparison: 17 similar vehicles

Alcoa, TN

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Alcoa, TN

Unscored
$6,588138,019 mi

Comparison: 41 similar vehicles

Alcoa, TN

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Alcoa, TN

Unscored
$6,594124,574 mi

Comparison: 46 similar vehicles

Alcoa, TN

2013 Chevrolet Volt Base

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

2013 Chevrolet Volt Base

Alcoa, TN

Unscored
$6,750Mileage not verified

Comparison: 5 similar vehicles

Alcoa, TN

2014 Kia Soul Base

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

2014 Kia Soul Base

Alcoa, TN

Unscored
$6,799129,131 mi

Comparison: 49 similar vehicles

Alcoa, TN

2015 Kia Sedona LX

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

2015 Kia Sedona LX

Alcoa, TN

Unscored
$6,899140,389 mi

Comparison: 7 similar vehicles

Alcoa, TN

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Alcoa, TN

Unscored
$6,987152,600 mi

Comparison: 11 similar vehicles

Alcoa, TN

2003 Ford Excursion Eddie Bauer

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

2003 Ford Excursion Eddie Bauer

Alcoa, TN

UnscoredInsufficient · 0
$6,999151,632 mi

Alcoa, TN

2002 Buick Rendezvous AWD CX

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

2002 Buick Rendezvous AWD CX

Alcoa, TN

UnscoredInsufficient · 0
$7,296145,123 mi

Alcoa, TN

2018 Nissan Altima S

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

2018 Nissan Altima S

Alcoa, TN

Unscored
$7,990205,526 mi

Comparison: 46 similar vehicles

Alcoa, TN

2012 Land Rover LR4 Base

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

2012 Land Rover LR4 Base

Alcoa, TN

Unscored
$8,089133,328 mi

Comparison: 15 similar vehicles

Alcoa, TN

2017 Lincoln MKC Premiere

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

2017 Lincoln MKC Premiere

Alcoa, TN

Unscored
$8,316145,513 mi

Comparison: 38 similar vehicles

Alcoa, TN

2013 Ford Escape SE

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

2013 Ford Escape SE

Alcoa, TN

UnscoredInsufficient · 3
$8,399140,822 mi

Comparison: 3 similar vehicles

Alcoa, TN

2006 Pontiac Solstice Base

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

2006 Pontiac Solstice Base

Alcoa, TN

UnscoredInsufficient · 4
$8,59394,288 mi

Comparison: 4 similar vehicles

Alcoa, 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

Alcoa, TN

Unscored
$8,593166,605 mi

Comparison: 17 similar vehicles

Alcoa, TN

2013 Honda Accord Sport

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

2013 Honda Accord Sport

Alcoa, TN

Unscored
$8,849159,998 mi

Comparison: 38 similar vehicles

Alcoa, TN

2013 Honda CR-Z Base

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

2013 Honda CR-Z Base

Alcoa, TN

UnscoredInsufficient · 0
$8,900152,714 mi

Alcoa, TN

2017 GMC Acadia SLE-2

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

2017 GMC Acadia SLE-2

Alcoa, TN

Unscored
$8,987147,621 mi

Comparison: 16 similar vehicles

Alcoa, TN

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Alcoa, TN

Unscored
$8,994121,491 mi

Comparison: 41 similar vehicles

Alcoa, TN

2017 Kia Optima LX

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

2017 Kia Optima LX

Alcoa, TN

Unscored
$8,999127,707 mi

Comparison: 69 similar vehicles

Alcoa, TN

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Alcoa, TN

OverpricedLimited · 10
$8,999118,153 mi

Market: $2,895 – $7,567

Comparison: 10 similar vehicles

Priced ~19% above the typical market range for similar vehicles (based on current market benchmarks)

Alcoa, TN

2016 Isuzu NPR

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

2016 Isuzu NPR

Alcoa, TN

UnscoredInsufficient · 0
$9,089157,245 mi

Alcoa, TN

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Alcoa, TN

Unscored
$9,089124,418 mi

Comparison: 46 similar vehicles

Alcoa, TN

2014 Honda Civic EX-L

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

2014 Honda Civic EX-L

Alcoa, TN

Unscored
$9,289184,838 mi

Comparison: 12 similar vehicles

Alcoa, TN

2013 Chrysler Town & Country Touring-L

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

2013 Chrysler Town & Country Touring-L

Alcoa, TN

Unscored
$9,400102,723 mi

Comparison: 6 similar vehicles

Alcoa, TN

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Alcoa, TN

Unscored
$9,594229,463 mi

Comparison: 58 similar vehicles

Alcoa, TN

2016 GMC Sierra 1500 Base

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

2016 GMC Sierra 1500 Base

Alcoa, TN

Unscored
$9,799214,508 mi

Comparison: 15 similar vehicles

Alcoa, TN

2014 Mazda MAZDA3 s Touring

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

2014 Mazda MAZDA3 s Touring

Alcoa, TN

Unscored
$9,900164,101 mi

Comparison: 5 similar vehicles

Alcoa, TN

2015 Ford Edge Titanium

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

2015 Ford Edge Titanium

Alcoa, TN

Unscored
$9,985138,569 mi

Comparison: 53 similar vehicles

Alcoa, TN

2017 Lincoln Navigator Reserve

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

2017 Lincoln Navigator Reserve

Alcoa, TN

UnscoredInsufficient · 3
$9,987183,459 mi

Comparison: 3 similar vehicles

Alcoa, TN

2014 Cadillac SRX Luxury Collection

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

2014 Cadillac SRX Luxury Collection

Alcoa, TN

Unscored
$9,994152,378 mi

Comparison: 17 similar vehicles

Alcoa, TN

2020 Nissan Kicks SV

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

2020 Nissan Kicks SV

Alcoa, TN

UnscoredInsufficient · 3
$9,999129,019 mi

Comparison: 3 similar vehicles

Alcoa, TN

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Alcoa, TN

Unscored
$9,999104,982 mi

Comparison: 7 similar vehicles

Alcoa, TN

2012 Dodge Charger SXT

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

2012 Dodge Charger SXT

Alcoa, TN

Unscored
$10,00079,620 mi

Comparison: 9 similar vehicles

Alcoa, TN

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Alcoa, TN

Unscored
$10,093173,036 mi

Comparison: 9 similar vehicles

Alcoa, TN

2019 Chevrolet Equinox 2FL

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

2019 Chevrolet Equinox 2FL

Alcoa, TN

Unscored
$10,485168,697 mi

Comparison: 28 similar vehicles

Alcoa, TN

2013 Chevrolet Silverado 1500 LTZ

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

2013 Chevrolet Silverado 1500 LTZ

Alcoa, TN

Unscored
$10,493204,656 mi

Comparison: 38 similar vehicles

Alcoa, TN

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Alcoa, TN

Unscored
$10,499132,105 mi

Comparison: 6 similar vehicles

Alcoa, TN

2012 Ford Escape XLS

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

2012 Ford Escape XLS

Alcoa, TN

UnscoredInsufficient · 3
$10,58669,200 mi

Comparison: 3 similar vehicles

Alcoa, TN

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.
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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