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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

6.1M+

Unique vehicles analyzed

as of October 31, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

100 listings found

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Mount Olive, NC

Unscored
$2,975272,341 mi

Comparison: 36 similar vehicles

Mount Olive, NC

2020 Chevrolet Spark 1LT

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

2020 Chevrolet Spark 1LT

Mount Olive, NC

Fair PriceLimited · 11
$4,500Mileage not verified

Market: $1,700 – $12,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Mount Olive, NC

2010 Acura MDX Base

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

2010 Acura MDX Base

Mount Olive, NC

Unscored
$4,500255,330 mi

Comparison: 6 similar vehicles

Mount Olive, NC

2011 Chevrolet Cruze 2LT

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

2011 Chevrolet Cruze 2LT

Mount Olive, NC

UnscoredInsufficient · 0
$4,995174,562 mi

Mount Olive, NC

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Mount Olive, NC

Unscored
$5,245144,390 mi

Comparison: 46 similar vehicles

Mount Olive, NC

2010 Volkswagen Eos Komfort

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

2010 Volkswagen Eos Komfort

Mount Olive, NC

UnscoredInsufficient · 0
$5,450109,958 mi

Mount Olive, NC

2008 BMW 3 Series 328i

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

2008 BMW 3 Series 328i

Mount Olive, NC

Unscored
$5,500118,193 mi

Comparison: 7 similar vehicles

Mount Olive, NC

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Mount Olive, NC

Unscored
$5,950193,929 mi

Comparison: 11 similar vehicles

Mount Olive, NC

2016 INFINITI QX50 Base

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

2016 INFINITI QX50 Base

Mount Olive, NC

Unscored
$6,450205,873 mi

Comparison: 7 similar vehicles

Mount Olive, NC

2004 Honda Element EX

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

2004 Honda Element EX

Mount Olive, NC

UnscoredInsufficient · 0
$6,500202,153 mi

Mount Olive, NC

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

Mount Olive, NC

Unscored
$6,988248,644 mi

Comparison: 60 similar vehicles

Mount Olive, NC

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Mount Olive, NC

Unscored
$6,995148,435 mi

Comparison: 23 similar vehicles

Mount Olive, NC

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Mount Olive, NC

Unscored
$8,395180,935 mi

Comparison: 6 similar vehicles

Mount Olive, NC

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Mount Olive, NC

UnscoredInsufficient · 3
$8,495132,206 mi

Comparison: 3 similar vehicles

Mount Olive, NC

2014 Dodge Charger SE

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

2014 Dodge Charger SE

Mount Olive, NC

Unscored
$8,500156,025 mi

Comparison: 20 similar vehicles

Mount Olive, NC

1997 Ford Econoline

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

1997 Ford Econoline

Mount Olive, NC

UnscoredInsufficient · 0
$8,50040,440 mi

Mount Olive, NC

2016 Kia Optima LX

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

2016 Kia Optima LX

Mount Olive, NC

Fair PriceRobust · 87
$8,80094,266 mi

Market: $3,995 – $17,988

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Mount Olive, NC

2016 Ford Flex SEL

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

2016 Ford Flex SEL

Mount Olive, NC

UnscoredInsufficient · 3
$8,950137,979 mi

Comparison: 3 similar vehicles

Mount Olive, NC

2014 Nissan Rogue SL

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

2014 Nissan Rogue SL

Mount Olive, NC

Fair PriceModerate · 25
$8,995Mileage not verified

Market: $3,950 – $11,995

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Mount Olive, NC

2020 Nissan Altima SR

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

2020 Nissan Altima SR

Mount Olive, NC

Unscored
$9,475163,068 mi

Comparison: 107 similar vehicles

Mount Olive, NC

2019 Nissan Rogue Sport S

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

2019 Nissan Rogue Sport S

Mount Olive, NC

UnscoredInsufficient · 4
$9,495152,150 mi

Comparison: 4 similar vehicles

Mount Olive, NC

2017 Kia Sportage EX

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

2017 Kia Sportage EX

Mount Olive, NC

Unscored
$9,595149,325 mi

Comparison: 83 similar vehicles

Mount Olive, NC

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Mount Olive, NC

UnscoredInsufficient · 3
$9,695139,437 mi

Comparison: 3 similar vehicles

Mount Olive, NC

2019 Hyundai Elantra SE

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

2019 Hyundai Elantra SE

Mount Olive, NC

Fair PriceModerate · 24
$9,795111,157 mi

Market: $5,995 – $19,600

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

Mount Olive, NC

2019 Nissan Rogue Sport S

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

2019 Nissan Rogue Sport S

Mount Olive, NC

UnscoredInsufficient · 4
$9,795137,874 mi

Comparison: 4 similar vehicles

Mount Olive, NC

2016 Honda Civic LX

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

2016 Honda Civic LX

Mount Olive, NC

Unscored
$9,800186,496 mi

Comparison: 6 similar vehicles

Mount Olive, NC

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Mount Olive, NC

Unscored
$9,800184,308 mi

Comparison: 21 similar vehicles

Mount Olive, NC

2015 Nissan Armada Platinum

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

2015 Nissan Armada Platinum

Mount Olive, NC

Unscored
$9,950168,530 mi

Comparison: 5 similar vehicles

Mount Olive, NC

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Mount Olive, NC

Unscored
$9,98894,993 mi

Comparison: 7 similar vehicles

Mount Olive, NC

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Mount Olive, NC

Unscored
$9,995132,416 mi

Comparison: 59 similar vehicles

Mount Olive, NC

2011 Lincoln MKX Base

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

2011 Lincoln MKX Base

Mount Olive, NC

UnscoredInsufficient · 4
$9,995108,324 mi

Comparison: 4 similar vehicles

Mount Olive, NC

2018 Jeep Compass Limited

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

2018 Jeep Compass Limited

Mount Olive, NC

UnscoredInsufficient · 3
$10,500121,551 mi

Comparison: 3 similar vehicles

Mount Olive, NC

2018 Buick Enclave Premium

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

2018 Buick Enclave Premium

Mount Olive, NC

Unscored
$10,500187,465 mi

Comparison: 5 similar vehicles

Mount Olive, NC

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

Mount Olive, NC

OverpricedModerate · 45
$10,695127,451 mi

Market: $6,999 – $10,495

Comparison: 45 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Mount Olive, NC

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Mount Olive, NC

Unscored
$10,795138,312 mi

Comparison: 6 similar vehicles

Mount Olive, NC

2011 Honda Accord LX-P

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

2011 Honda Accord LX-P

Mount Olive, NC

OverpricedLimited · 16
$10,795115,142 mi

Market: $3,995 – $7,685

Comparison: 16 similar vehicles

Priced ~40% above the typical market range for similar vehicles (based on current market benchmarks)

Mount Olive, NC

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Mount Olive, NC

Fair PriceRobust · 57
$10,845103,118 mi

Market: $8,510 – $20,899

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Mount Olive, NC

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Mount Olive, NC

Unscored
$11,595121,224 mi

Comparison: 20 similar vehicles

Mount Olive, NC

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Mount Olive, NC

Unscored
$11,89572,178 mi

Comparison: 5 similar vehicles

Mount Olive, NC

2022 Ford Escape SE

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

2022 Ford Escape SE

Mount Olive, NC

Unscored
$11,995129,405 mi

Comparison: 168 similar vehicles

Mount Olive, NC

2017 Jeep Compass Latitude

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

2017 Jeep Compass Latitude

Mount Olive, NC

Unscored
$12,09582,446 mi

Comparison: 9 similar vehicles

Mount Olive, NC

2021 Nissan Altima S

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

2021 Nissan Altima S

Mount Olive, NC

Unscored
$12,195125,884 mi

Comparison: 53 similar vehicles

Mount Olive, NC

2016 RAM 1500 Pickup Sport

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

2016 RAM 1500 Pickup Sport

Mount Olive, NC

Unscored
$12,400240,612 mi

Comparison: 60 similar vehicles

Mount Olive, NC

2019 Honda Civic LX

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

2019 Honda Civic LX

Mount Olive, NC

UnscoredInsufficient · 3
$12,595172,494 mi

Comparison: 3 similar vehicles

Mount Olive, NC

2019 Dodge Grand Caravan SE

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

2019 Dodge Grand Caravan SE

Mount Olive, NC

Fair PriceModerate · 34
$12,595107,949 mi

Market: $6,300 – $38,990

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 402 days listed (based on current market benchmarks)

Mount Olive, NC

2017 Chevrolet Sonic LT

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

2017 Chevrolet Sonic LT

Mount Olive, NC

OverpricedLimited · 19
$12,595115,396 mi

Market: $4,599 – $11,500

Comparison: 19 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Mount Olive, NC

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Mount Olive, NC

Unscored
$12,800126,780 mi

Comparison: 83 similar vehicles

Mount Olive, NC

2013 Jeep Wrangler Sport

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

2013 Jeep Wrangler Sport

Mount Olive, NC

Fair PriceRobust · 129
$12,80088,727 mi

Market: $7,999 – $16,995

Comparison: 129 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Mount Olive, NC

2016 Toyota Camry Special Edition

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

2016 Toyota Camry Special Edition

Mount Olive, NC

UnscoredInsufficient · 3
$12,895144,345 mi

Comparison: 3 similar vehicles

Mount Olive, NC

2015 RAM 1500 Pickup Express

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

2015 RAM 1500 Pickup Express

Mount Olive, NC

Unscored
$12,900161,480 mi

Comparison: 37 similar vehicles

Mount Olive, NC

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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