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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

673 listings found

2011 Honda Accord EX-L

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

2011 Honda Accord EX-L

Boardman, OH

Unscored
$4,999270,122 mi

Comparison: 13 similar vehicles

Boardman, OH

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Boardman, OH

Unscored
$4,999140,215 mi

Comparison: 19 similar vehicles

Boardman, OH

2010 Mazda MAZDA3 i Touring

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

2010 Mazda MAZDA3 i Touring

Boardman, OH

UnscoredInsufficient · 3
$5,999155,560 mi

Comparison: 3 similar vehicles

Boardman, OH

2016 Volkswagen Tiguan S

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

2016 Volkswagen Tiguan S

Boardman, OH

Unscored
$6,995158,112 mi

Comparison: 10 similar vehicles

Boardman, OH

2014 Chrysler 200 Limited

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

2014 Chrysler 200 Limited

Boardman, OH

UnscoredInsufficient · 3
$6,995168,517 mi

Comparison: 3 similar vehicles

Boardman, OH

2011 Chrysler 200 Touring

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

2011 Chrysler 200 Touring

Boardman, OH

UnscoredInsufficient · 4
$6,995126,698 mi

Comparison: 4 similar vehicles

Boardman, OH

2011 Cadillac SRX Luxury Collection

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

2011 Cadillac SRX Luxury Collection

Boardman, OH

Unscored
$6,995202,115 mi

Comparison: 45 similar vehicles

Boardman, OH

2017 Dodge Journey Crossroad Plus

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

2017 Dodge Journey Crossroad Plus

Boardman, OH

Unscored
$6,999188,695 mi

Comparison: 22 similar vehicles

Boardman, OH

2014 Nissan Rogue S

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

2014 Nissan Rogue S

Boardman, OH

Unscored
$6,999147,694 mi

Comparison: 18 similar vehicles

Boardman, OH

2013 Dodge Avenger SXT

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

2013 Dodge Avenger SXT

Boardman, OH

Fair PriceLimited · 19
$6,999100,010 mi

Market: $3,299 – $7,495

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Boardman, OH

2013 Chevrolet Malibu 1LS

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

2013 Chevrolet Malibu 1LS

Boardman, OH

UnscoredInsufficient · 4
$6,999117,255 mi

Comparison: 4 similar vehicles

Boardman, OH

2017 Ford Explorer Utility Police Interceptor

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

2017 Ford Explorer Utility Police Interceptor

Boardman, OH

Unscored
$7,995153,605 mi

Comparison: 11 similar vehicles

Boardman, OH

2013 Ford Escape SE

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

2013 Ford Escape SE

Boardman, OH

Fair PriceModerate · 25
$7,995118,913 mi

Market: $3,380 – $7,999

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 330 days listed (based on current market benchmarks)

Boardman, OH

2013 Dodge Journey R/T

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

2013 Dodge Journey R/T

Boardman, OH

Unscored
$7,995133,868 mi

Comparison: 5 similar vehicles

Boardman, OH

2013 Volkswagen Tiguan S

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

2013 Volkswagen Tiguan S

Boardman, OH

Unscored
$7,995179,205 mi

Comparison: 8 similar vehicles

Boardman, OH

2012 Honda Crosstour EX-L V6

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

2012 Honda Crosstour EX-L V6

Boardman, OH

UnscoredInsufficient · 3
$7,999194,615 mi

Comparison: 3 similar vehicles

Boardman, OH

2019 Ford Taurus

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

2019 Ford Taurus

Boardman, OH

UnscoredInsufficient · 0
$8,995108,718 mi

Boardman, OH

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Boardman, OH

Unscored
$8,995135,363 mi

Comparison: 7 similar vehicles

Boardman, OH

2015 Volvo V60 Premier

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

2015 Volvo V60 Premier

Boardman, OH

UnscoredInsufficient · 0
$8,995121,103 mi

Boardman, OH

2013 RAM 1500 Pickup SLT

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

2013 RAM 1500 Pickup SLT

Boardman, OH

Unscored
$8,995150,059 mi

Comparison: 15 similar vehicles

Boardman, OH

2013 Ford Econoline

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

2013 Ford Econoline

Boardman, OH

UnscoredInsufficient · 0
$8,995173,049 mi

Boardman, OH

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Boardman, OH

Unscored
$8,995137,642 mi

Comparison: 12 similar vehicles

Boardman, OH

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

Boardman, OH

Unscored
$8,995190,365 mi

Comparison: 6 similar vehicles

Boardman, OH

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Boardman, OH

UnscoredInsufficient · 3
$8,999155,397 mi

Comparison: 3 similar vehicles

Boardman, OH

2011 Jeep Grand Cherokee Overland

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

2011 Jeep Grand Cherokee Overland

Boardman, OH

Unscored
$8,999182,055 mi

Comparison: 14 similar vehicles

Boardman, OH

2011 Mercedes-Benz E-Class E350 Luxury

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

2011 Mercedes-Benz E-Class E350 Luxury

Boardman, OH

UnscoredInsufficient · 3
$8,999130,565 mi

Comparison: 3 similar vehicles

Boardman, OH

2017 Dodge Journey Crossroad

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

2017 Dodge Journey Crossroad

Boardman, OH

Fair PriceLimited · 10
$9,995114,395 mi

Market: $4,000 – $19,789

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 384 days listed (based on current market benchmarks)

Boardman, OH

2014 Jeep Cherokee Limited

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

2014 Jeep Cherokee Limited

Boardman, OH

Unscored
$9,995162,836 mi

Comparison: 8 similar vehicles

Boardman, OH

2012 INFINITI M 37

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

2012 INFINITI M 37

Boardman, OH

Unscored
$9,995167,625 mi

Comparison: 5 similar vehicles

Boardman, OH

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Boardman, OH

UnscoredInsufficient · 4
$9,995117,279 mi

Comparison: 4 similar vehicles

Boardman, OH

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Boardman, OH

Unscored
$9,999145,418 mi

Comparison: 31 similar vehicles

Boardman, OH

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Boardman, OH

Unscored
$9,999115,208 mi

Comparison: 7 similar vehicles

Boardman, OH

2013 BMW X3 xDrive35i

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

2013 BMW X3 xDrive35i

Boardman, OH

UnscoredInsufficient · 3
$9,999120,422 mi

Comparison: 3 similar vehicles

Boardman, OH

2011 Mercedes-Benz E-Class E350 Luxury

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

2011 Mercedes-Benz E-Class E350 Luxury

Boardman, OH

UnscoredInsufficient · 3
$9,999156,255 mi

Comparison: 3 similar vehicles

Boardman, OH

2007 Hummer H3

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

2007 Hummer H3

Boardman, OH

Unscored
$9,999103,903 mi

Comparison: 6 similar vehicles

Boardman, OH

2013 Chevrolet Malibu 1LT

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

2013 Chevrolet Malibu 1LT

Boardman, OH

UnscoredInsufficient · 0
$10,99035,451 mi

Boardman, OH

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

Boardman, OH

Unscored
$10,995179,719 mi

Comparison: 27 similar vehicles

Boardman, OH

2014 Chevrolet Impala 2LT

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

2014 Chevrolet Impala 2LT

Boardman, OH

Unscored
$10,995122,522 mi

Comparison: 31 similar vehicles

Boardman, OH

2013 Ford Expedition XLT

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

2013 Ford Expedition XLT

Boardman, OH

UnscoredInsufficient · 3
$10,995102,282 mi

Comparison: 3 similar vehicles

Boardman, OH

2011 Chevrolet Suburban LT

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

2011 Chevrolet Suburban LT

Boardman, OH

UnscoredInsufficient · 3
$10,995125,450 mi

Comparison: 3 similar vehicles

Boardman, OH

2011 BMW X3 xDrive28i

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

2011 BMW X3 xDrive28i

Boardman, OH

Unscored
$10,99596,555 mi

Comparison: 8 similar vehicles

Boardman, OH

2008 Toyota FJ Cruiser Base

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

2008 Toyota FJ Cruiser Base

Boardman, OH

Unscored
$10,995223,570 mi

Comparison: 6 similar vehicles

Boardman, OH

2018 Chevrolet Malibu 1LS

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

2018 Chevrolet Malibu 1LS

Boardman, OH

Fair PriceModerate · 34
$10,999113,288 mi

Market: $7,342 – $14,900

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Boardman, OH

2017 Buick Enclave Leather

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

2017 Buick Enclave Leather

Boardman, OH

UnscoredInsufficient · 3
$10,999140,775 mi

Comparison: 3 similar vehicles

Boardman, OH

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Boardman, OH

OverpricedLimited · 15
$11,38866,103 mi

Market: $5,500 – $10,171

Comparison: 15 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Boardman, OH

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Boardman, OH

Fair PriceLimited · 17
$11,38888,793 mi

Market: $5,211 – $12,438

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Boardman, OH

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Boardman, OH

UnscoredInsufficient · 4
$11,995137,093 mi

Comparison: 4 similar vehicles

Boardman, OH

2017 Ford Explorer Sport

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

2017 Ford Explorer Sport

Boardman, OH

Unscored
$11,995168,129 mi

Comparison: 37 similar vehicles

Boardman, OH

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Boardman, OH

Unscored
$11,995131,464 mi

Comparison: 31 similar vehicles

Boardman, OH

2014 Chevrolet Impala 1LT

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

2014 Chevrolet Impala 1LT

Boardman, OH

UnscoredInsufficient · 4
$11,995120,211 mi

Comparison: 4 similar vehicles

Boardman, OH

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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