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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 14, 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

62 listings found

2012 GMC Terrain SLE-1

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

2012 GMC Terrain SLE-1

Elm City, NC

UnscoredInsufficient · 3
$3,900187,449 mi

Comparison: 3 similar vehicles

Elm City, NC

2011 Chevrolet Cruze LTZ

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

2011 Chevrolet Cruze LTZ

Elm City, NC

Unscored
$4,999140,795 mi

Comparison: 6 similar vehicles

Elm City, NC

2007 Mazda MAZDA5 Touring

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

2007 Mazda MAZDA5 Touring

Elm City, NC

UnscoredInsufficient · 0
$5,000183,746 mi

Elm City, NC

2013 Dodge Dart SE

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

2013 Dodge Dart SE

Elm City, NC

Unscored
$5,900123,600 mi

Comparison: 5 similar vehicles

Elm City, NC

2017 Buick Enclave Premium

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

2017 Buick Enclave Premium

Elm City, NC

Salvage title
$5,999157,902 mi

Elm City, NC

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Elm City, NC

Unscored
$5,999156,459 mi

Comparison: 8 similar vehicles

Elm City, NC

2018 Nissan Altima S

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

2018 Nissan Altima S

Elm City, NC

Salvage title
$6,000138,826 mi

Elm City, NC

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Elm City, NC

Unscored
$6,200132,026 mi

Comparison: 33 similar vehicles

Elm City, NC

2013 Buick Enclave Premium

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

2013 Buick Enclave Premium

Elm City, NC

Salvage title
$6,299162,899 mi

Elm City, NC

2004 Ford F-150 XL

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

2004 Ford F-150 XL

Elm City, NC

UnscoredInsufficient · 0
$6,700188,068 mi

Elm City, NC

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Elm City, NC

Unscored
$6,999187,129 mi

Comparison: 6 similar vehicles

Elm City, NC

2016 Cadillac SRX Luxury Collection

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

2016 Cadillac SRX Luxury Collection

Elm City, NC

Unscored
$6,999183,650 mi

Comparison: 18 similar vehicles

Elm City, NC

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Elm City, NC

UnscoredInsufficient · 3
$6,999162,886 mi

Comparison: 3 similar vehicles

Elm City, NC

2020 Nissan Versa Sedan S

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

2020 Nissan Versa Sedan S

Elm City, NC

Salvage title
$7,10091,911 mi

Elm City, NC

2010 Cadillac Escalade ESV Premium

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

2010 Cadillac Escalade ESV Premium

Elm City, NC

UnscoredInsufficient · 0
$7,799179,467 mi

Elm City, NC

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Elm City, NC

Unscored
$7,899140,959 mi

Comparison: 6 similar vehicles

Elm City, NC

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Elm City, NC

UnscoredInsufficient · 4
$7,900138,802 mi

Comparison: 4 similar vehicles

Elm City, NC

2015 Buick LaCrosse Leather

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

2015 Buick LaCrosse Leather

Elm City, NC

UnscoredInsufficient · 4
$7,999152,458 mi

Comparison: 4 similar vehicles

Elm City, NC

1999 Ford F-350 Super Duty XL

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

1999 Ford F-350 Super Duty XL

Elm City, NC

UnscoredInsufficient · 0
$8,000299,583 mi

Elm City, NC

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Elm City, NC

Unscored
$8,399133,946 mi

Comparison: 61 similar vehicles

Elm City, NC

2018 Ford Edge Titanium

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

2018 Ford Edge Titanium

Elm City, NC

Unscored
$8,600175,728 mi

Comparison: 6 similar vehicles

Elm City, NC

2016 Buick Enclave Premium

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

2016 Buick Enclave Premium

Elm City, NC

Unscored
$9,499173,796 mi

Comparison: 7 similar vehicles

Elm City, NC

2015 GMC Acadia Denali

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

2015 GMC Acadia Denali

Elm City, NC

Unscored
$9,999162,948 mi

Comparison: 24 similar vehicles

Elm City, NC

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Elm City, NC

Fair PriceModerate · 33
$9,999112,187 mi

Market: $5,000 – $20,494

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Elm City, NC

2014 Chevrolet Express Cargo Work Van

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

2014 Chevrolet Express Cargo Work Van

Elm City, NC

Unscored
$11,000218,456 mi

Comparison: 24 similar vehicles

Elm City, NC

2014 Volvo XC90 3.2

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

2014 Volvo XC90 3.2

Elm City, NC

Unscored
$11,799102,257 mi

Comparison: 6 similar vehicles

Elm City, NC

2017 Jeep Grand Cherokee Overland

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

2017 Jeep Grand Cherokee Overland

Elm City, NC

UnscoredInsufficient · 3
$11,900138,624 mi

Comparison: 3 similar vehicles

Elm City, NC

2012 Chevrolet Tahoe LT

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

2012 Chevrolet Tahoe LT

Elm City, NC

Unscored
$13,900148,947 mi

Comparison: 9 similar vehicles

Elm City, NC

2016 Chevrolet Tahoe LTZ

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

2016 Chevrolet Tahoe LTZ

Elm City, NC

Unscored
$14,900155,760 mi

Comparison: 87 similar vehicles

Elm City, NC

2015 Jeep Wrangler Unlimited Sahara

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

2015 Jeep Wrangler Unlimited Sahara

Elm City, NC

UnscoredInsufficient · 4
$14,900126,659 mi

Comparison: 4 similar vehicles

Elm City, NC

2003 Ford F-550

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

2003 Ford F-550

Elm City, NC

UnscoredInsufficient · 0
$14,900358,000 mi

Elm City, NC

1991 Ford Mustang

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

1991 Ford Mustang

Elm City, NC

UnscoredInsufficient · 0
$14,90051,244 mi

Elm City, NC

2019 Cadillac XT5 Luxury

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

2019 Cadillac XT5 Luxury

Elm City, NC

Salvage title
$14,99974,721 mi

Elm City, NC

1998 GMC C series

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

1998 GMC C series

Elm City, NC

UnscoredInsufficient · 0
$16,800301,316 mi

Elm City, NC

2021 Ford Bronco Sport Badlands

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

2021 Ford Bronco Sport Badlands

Elm City, NC

Fair PriceRobust · 77
$16,900117,325 mi

Market: $14,525 – $27,984

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Elm City, NC

2007 Chevrolet C4500

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

2007 Chevrolet C4500

Elm City, NC

UnscoredInsufficient · 0
$17,500227,980 mi

Elm City, NC

2015 Chevrolet Silverado 1500 LTZ

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

2015 Chevrolet Silverado 1500 LTZ

Elm City, NC

Unscored
$17,900146,240 mi

Comparison: 62 similar vehicles

Elm City, NC

1993 Chevrolet GMT400

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

1993 Chevrolet GMT400

Elm City, NC

UnscoredInsufficient · 0
$17,99933,881 mi

Elm City, NC

2003 GMC C4500

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

2003 GMC C4500

Elm City, NC

UnscoredInsufficient · 0
$18,000251,780 mi

Elm City, NC

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Elm City, NC

Fair PriceLimited · 10
$18,900118,573 mi

Market: $16,900 – $23,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Elm City, NC

2015 RAM 5500

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

2015 RAM 5500

Elm City, NC

UnscoredInsufficient · 0
$20,000452,650 mi

Elm City, NC

2012 Dodge Ram 5500

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

2012 Dodge Ram 5500

Elm City, NC

UnscoredInsufficient · 0
$20,000360,577 mi

Elm City, NC

2016 GMC Yukon Denali

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

2016 GMC Yukon Denali

Elm City, NC

Fair PriceModerate · 43
$21,900112,263 mi

Market: $15,000 – $31,590

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Elm City, NC

2014 Ford F-250 Super Duty XL

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

2014 Ford F-250 Super Duty XL

Elm City, NC

Unscored
$24,900147,552 mi

Comparison: 5 similar vehicles

Elm City, NC

1993 Ford F-350

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

1993 Ford F-350

Elm City, NC

UnscoredInsufficient · 0
$24,99992,420 mi

Elm City, NC

2014 RAM 4500 Chassis Cab SLT

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

2014 RAM 4500 Chassis Cab SLT

Elm City, NC

UnscoredInsufficient · 0
$25,000391,890 mi

Elm City, NC

2015 RAM 4500 Chassis Cab

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

2015 RAM 4500 Chassis Cab

Elm City, NC

UnscoredInsufficient · 0
$26,900334,834 mi

Elm City, NC

2016 Ford F-450 Super Duty Chassis Cab XLT

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

2016 Ford F-450 Super Duty Chassis Cab XLT

Elm City, NC

UnscoredInsufficient · 0
$30,000129,650 mi

Elm City, NC

2022 RAM 4500 Chassis Cab SLT

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

2022 RAM 4500 Chassis Cab SLT

Elm City, NC

UnscoredInsufficient · 0
$37,900290,890 mi

Elm City, NC

2023 Ford F-650

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

2023 Ford F-650

Elm City, NC

UnscoredInsufficient · 0
$39,800332,989 mi

Elm City, NC

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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