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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 · November 12, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

2,088 listings found

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Pelham, AL

UnscoredInsufficient · 3
$4,000219,085 mi

Comparison: 3 similar vehicles

Pelham, AL

2014 Chevrolet Express Cutaway Base

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

2014 Chevrolet Express Cutaway Base

Pelham, AL

Unscored
$5,000246,767 mi

Comparison: 5 similar vehicles

Pelham, AL

2019 Nissan Versa Sedan S

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

2019 Nissan Versa Sedan S

Pelham, AL

UnscoredInsufficient · 0
$5,950124,863 mi

Pelham, AL

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Pelham, AL

Unscored
$5,950124,363 mi

Comparison: 5 similar vehicles

Pelham, AL

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Pelham, AL

UnscoredInsufficient · 4
$5,950133,422 mi

Comparison: 4 similar vehicles

Pelham, AL

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

Pelham, AL

Unscored
$5,950103,835 mi

Comparison: 7 similar vehicles

Pelham, AL

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Pelham, AL

Unscored
$5,950132,703 mi

Comparison: 6 similar vehicles

Pelham, AL

2013 Nissan Murano S

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

2013 Nissan Murano S

Pelham, AL

UnscoredInsufficient · 0
$5,950139,118 mi

Pelham, AL

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Pelham, AL

Unscored
$5,950126,415 mi

Comparison: 19 similar vehicles

Pelham, AL

2012 Subaru Impreza 2.0I Sport Limited

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

2012 Subaru Impreza 2.0I Sport Limited

Pelham, AL

UnscoredInsufficient · 0
$5,950129,802 mi

Pelham, AL

2012 Mercedes-Benz C-Class C250 Luxury

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

2012 Mercedes-Benz C-Class C250 Luxury

Pelham, AL

Unscored
$5,950109,002 mi

Comparison: 6 similar vehicles

Pelham, AL

2011 Chrysler Town & Country Touring-L

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

2011 Chrysler Town & Country Touring-L

Pelham, AL

UnscoredInsufficient · 0
$5,95095,739 mi

Pelham, AL

2007 Ford Econoline Van Commercial

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

2007 Ford Econoline Van Commercial

Pelham, AL

UnscoredInsufficient · 0
$5,990263,312 mi

Pelham, AL

2005 Ford Econoline Van Commercial

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

2005 Ford Econoline Van Commercial

Pelham, AL

UnscoredInsufficient · 0
$5,990242,334 mi

Pelham, AL

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

Pelham, AL

Unscored
$6,899180,494 mi

Comparison: 6 similar vehicles

Pelham, AL

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Pelham, AL

Unscored
$6,950131,946 mi

Comparison: 18 similar vehicles

Pelham, AL

2016 GMC Terrain SLE-2

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

2016 GMC Terrain SLE-2

Pelham, AL

Unscored
$6,950130,241 mi

Comparison: 5 similar vehicles

Pelham, AL

2016 Chevrolet Spark 1LT

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

2016 Chevrolet Spark 1LT

Pelham, AL

Unscored
$6,95078,076 mi

Comparison: 13 similar vehicles

Pelham, AL

2016 Kia Optima LX Hybrid

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

2016 Kia Optima LX Hybrid

Pelham, AL

UnscoredInsufficient · 0
$6,950132,965 mi

Pelham, AL

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Pelham, AL

Unscored
$6,95066,350 mi

Comparison: 8 similar vehicles

Pelham, AL

2014 Honda Odyssey Touring

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

2014 Honda Odyssey Touring

Pelham, AL

Unscored
$6,950168,030 mi

Comparison: 19 similar vehicles

Pelham, AL

2014 Nissan Rogue SL

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

2014 Nissan Rogue SL

Pelham, AL

UnscoredInsufficient · 3
$6,950137,374 mi

Comparison: 3 similar vehicles

Pelham, AL

2014 Subaru Impreza 2.0I Limited

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

2014 Subaru Impreza 2.0I Limited

Pelham, AL

UnscoredInsufficient · 0
$6,950100,951 mi

Pelham, AL

2013 Kia Sorento SX

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

2013 Kia Sorento SX

Pelham, AL

UnscoredInsufficient · 3
$6,950121,933 mi

Comparison: 3 similar vehicles

Pelham, AL

2013 Subaru Impreza 2.0I

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

2013 Subaru Impreza 2.0I

Pelham, AL

UnscoredInsufficient · 0
$6,95074,224 mi

Pelham, AL

2010 Ford Explorer Sport Trac Limited

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

2010 Ford Explorer Sport Trac Limited

Pelham, AL

UnscoredInsufficient · 4
$6,950129,015 mi

Comparison: 4 similar vehicles

Pelham, AL

2013 GMC Terrain Denali

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

2013 GMC Terrain Denali

Pelham, AL

UnscoredInsufficient · 4
$6,990224,844 mi

Comparison: 4 similar vehicles

Pelham, AL

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Pelham, AL

Unscored
$7,00066,559 mi

Comparison: 6 similar vehicles

Pelham, AL

2014 Toyota Camry XLE

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

2014 Toyota Camry XLE

Pelham, AL

UnscoredInsufficient · 3
$7,000180,408 mi

Comparison: 3 similar vehicles

Pelham, AL

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Pelham, AL

Unscored
$7,899158,606 mi

Comparison: 26 similar vehicles

Pelham, AL

2017 Nissan Altima SR

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

2017 Nissan Altima SR

Pelham, AL

Unscored
$7,950123,297 mi

Comparison: 6 similar vehicles

Pelham, AL

2017 Nissan Altima S

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

2017 Nissan Altima S

Pelham, AL

Unscored
$7,950119,375 mi

Comparison: 8 similar vehicles

Pelham, AL

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Pelham, AL

Unscored
$7,950127,529 mi

Comparison: 16 similar vehicles

Pelham, AL

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Pelham, AL

Unscored
$7,95079,914 mi

Comparison: 8 similar vehicles

Pelham, AL

2016 Dodge Grand Caravan SE Plus

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

2016 Dodge Grand Caravan SE Plus

Pelham, AL

UnscoredInsufficient · 0
$7,95090,205 mi

Pelham, AL

2016 Ford Fusion S

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

2016 Ford Fusion S

Pelham, AL

Unscored
$7,950145,362 mi

Comparison: 17 similar vehicles

Pelham, AL

2016 Buick Enclave Convenience

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

2016 Buick Enclave Convenience

Pelham, AL

UnscoredInsufficient · 0
$7,950139,160 mi

Pelham, AL

2015 Chevrolet Traverse LTZ

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

2015 Chevrolet Traverse LTZ

Pelham, AL

Unscored
$7,95090,823 mi

Comparison: 6 similar vehicles

Pelham, AL

2015 Cadillac SRX Luxury Collection

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

2015 Cadillac SRX Luxury Collection

Pelham, AL

Unscored
$7,950137,767 mi

Comparison: 11 similar vehicles

Pelham, AL

2015 Mazda MAZDA6 i Sport

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

2015 Mazda MAZDA6 i Sport

Pelham, AL

Unscored
$7,950136,271 mi

Comparison: 6 similar vehicles

Pelham, AL

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Pelham, AL

Unscored
$7,950139,841 mi

Comparison: 10 similar vehicles

Pelham, AL

2014 INFINITI QX60 Base

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

2014 INFINITI QX60 Base

Pelham, AL

UnscoredInsufficient · 3
$7,950130,160 mi

Comparison: 3 similar vehicles

Pelham, AL

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Pelham, AL

UnscoredInsufficient · 3
$7,95090,431 mi

Comparison: 3 similar vehicles

Pelham, AL

2013 Scion tC Release Series 8.0

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

2013 Scion tC Release Series 8.0

Pelham, AL

UnscoredInsufficient · 0
$7,95065,699 mi

Pelham, AL

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Pelham, AL

Unscored
$7,995195,942 mi

Comparison: 7 similar vehicles

Pelham, AL

2018 Chevrolet Suburban LT

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

2018 Chevrolet Suburban LT

Pelham, AL

Unscored
$8,000249,901 mi

Comparison: 5 similar vehicles

Pelham, AL

2016 Honda Civic LX

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

2016 Honda Civic LX

Pelham, AL

Unscored
$7,701210,346 mi

Comparison: 12 similar vehicles

Pelham, AL

2015 Nissan Altima SL

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

2015 Nissan Altima SL

Pelham, AL

Unscored
$8,000146,922 mi

Comparison: 21 similar vehicles

Pelham, AL

2013 Honda Accord LX

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

2013 Honda Accord LX

Pelham, AL

Unscored
$8,000135,283 mi

Comparison: 32 similar vehicles

Pelham, AL

2003 Chevrolet Silverado 1500 Base

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

2003 Chevrolet Silverado 1500 Base

Pelham, AL

UnscoredInsufficient · 4
$8,000159,839 mi

Comparison: 4 similar vehicles

Pelham, AL

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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