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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

50 listings found

2012 Kia Soul Base

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

2012 Kia Soul Base

Williamston, SC

Unscored
$4,900186,185 mi

Comparison: 14 similar vehicles

Williamston, SC

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Williamston, SC

Unscored
$4,995253,415 mi

Comparison: 7 similar vehicles

Williamston, SC

2014 Ford Focus S

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

2014 Ford Focus S

Williamston, SC

Unscored
$5,900156,509 mi

Comparison: 5 similar vehicles

Williamston, SC

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Williamston, SC

UnscoredInsufficient · 4
$5,995133,009 mi

Comparison: 4 similar vehicles

Williamston, SC

2013 GMC Terrain SLT-2

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

2013 GMC Terrain SLT-2

Williamston, SC

Salvage title
$6,500241,862 mi

Williamston, SC

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Williamston, SC

Unscored
$6,995161,653 mi

Comparison: 5 similar vehicles

Williamston, SC

2014 Honda Civic EX

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

2014 Honda Civic EX

Williamston, SC

Unscored
$7,500224,816 mi

Comparison: 40 similar vehicles

Williamston, SC

2013 Ford Focus SE

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

2013 Ford Focus SE

Williamston, SC

UnscoredInsufficient · 4
$7,50086,117 mi

Comparison: 4 similar vehicles

Williamston, SC

2012 BMW 3 Series 328i

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

2012 BMW 3 Series 328i

Williamston, SC

Unscored
$7,500146,000 mi

Comparison: 33 similar vehicles

Williamston, SC

2008 Buick Lucerne CXL

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

2008 Buick Lucerne CXL

Williamston, SC

Unscored
$7,500Mileage not verified

Comparison: 8 similar vehicles

Williamston, SC

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Williamston, SC

Unscored
$7,900255,025 mi

Comparison: 7 similar vehicles

Williamston, SC

2013 GMC Terrain SLT-1

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

2013 GMC Terrain SLT-1

Williamston, SC

Unscored
$7,995141,523 mi

Comparison: 12 similar vehicles

Williamston, SC

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Williamston, SC

UnscoredInsufficient · 3
$7,995123,551 mi

Comparison: 3 similar vehicles

Williamston, SC

2011 Honda CR-V EX

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

2011 Honda CR-V EX

Williamston, SC

Unscored
$7,995158,672 mi

Comparison: 30 similar vehicles

Williamston, SC

2007 Jeep Grand Cherokee Limited

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

2007 Jeep Grand Cherokee Limited

Williamston, SC

UnscoredInsufficient · 4
$7,995108,136 mi

Comparison: 4 similar vehicles

Williamston, SC

2012 Ford Edge SEL

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

2012 Ford Edge SEL

Williamston, SC

Unscored
$8,495133,130 mi

Comparison: 22 similar vehicles

Williamston, SC

1988 Chevrolet GMT400

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

1988 Chevrolet GMT400

Williamston, SC

UnscoredInsufficient · 0
$8,650271,000 mi

Williamston, SC

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

Williamston, SC

Unscored
$8,995174,506 mi

Comparison: 15 similar vehicles

Williamston, SC

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Williamston, SC

Unscored
$9,49978,655 mi

Comparison: 6 similar vehicles

Williamston, SC

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Williamston, SC

Unscored
$9,500138,905 mi

Comparison: 10 similar vehicles

Williamston, SC

2015 Toyota Corolla LE

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

2015 Toyota Corolla LE

Williamston, SC

Unscored
$9,500176,025 mi

Comparison: 89 similar vehicles

Williamston, SC

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Williamston, SC

Unscored
$9,995150,865 mi

Comparison: 6 similar vehicles

Williamston, SC

2018 Ford Escape SE

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

2018 Ford Escape SE

Williamston, SC

Unscored
$9,995108,380 mi

Comparison: 6 similar vehicles

Williamston, SC

2018 Ford Escape SE

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

2018 Ford Escape SE

Williamston, SC

Unscored
$9,99591,445 mi

Comparison: 6 similar vehicles

Williamston, SC

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Williamston, SC

UnscoredInsufficient · 4
$9,99596,273 mi

Comparison: 4 similar vehicles

Williamston, SC

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Williamston, SC

Fair PriceModerate · 27
$9,995100,834 mi

Market: $5,750 – $15,590

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 323 days listed (based on current market benchmarks)

Williamston, SC

2016 Chevrolet Equinox LTZ

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

2016 Chevrolet Equinox LTZ

Williamston, SC

Unscored
$9,995133,732 mi

Comparison: 19 similar vehicles

Williamston, SC

2015 Jeep Cherokee Trailhawk

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

2015 Jeep Cherokee Trailhawk

Williamston, SC

Unscored
$9,995128,934 mi

Comparison: 18 similar vehicles

Williamston, SC

2012 Honda Accord LX

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

2012 Honda Accord LX

Williamston, SC

UnscoredInsufficient · 3
$9,995112,951 mi

Comparison: 3 similar vehicles

Williamston, SC

2010 Ford F-150 Lariat

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

2010 Ford F-150 Lariat

Williamston, SC

Unscored
$9,995184,590 mi

Comparison: 28 similar vehicles

Williamston, SC

2015 Jeep Grand Cherokee Overland

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

2015 Jeep Grand Cherokee Overland

Williamston, SC

Unscored
$10,500191,680 mi

Comparison: 65 similar vehicles

Williamston, SC

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Williamston, SC

Unscored
$10,99594,726 mi

Comparison: 7 similar vehicles

Williamston, SC

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Williamston, SC

Fair PriceRobust · 87
$10,995110,713 mi

Market: $4,595 – $16,995

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Williamston, SC

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Williamston, SC

UnscoredInsufficient · 4
$10,995149,743 mi

Comparison: 4 similar vehicles

Williamston, SC

2013 Dodge Durango SXT

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

2013 Dodge Durango SXT

Williamston, SC

UnscoredInsufficient · 4
$10,995157,036 mi

Comparison: 4 similar vehicles

Williamston, SC

2013 Jeep Grand Cherokee Limited

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

2013 Jeep Grand Cherokee Limited

Williamston, SC

Fair PriceLimited · 15
$10,995109,489 mi

Market: $5,633 – $13,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Williamston, SC

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Williamston, SC

Unscored
$11,49988,783 mi

Comparison: 5 similar vehicles

Williamston, SC

2017 Honda Pilot EX-L

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

2017 Honda Pilot EX-L

Williamston, SC

Unscored
$11,500198,025 mi

Comparison: 9 similar vehicles

Williamston, SC

2020 Kia Soul LX

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

2020 Kia Soul LX

Williamston, SC

Fair PriceModerate · 31
$11,90059,920 mi

Market: $11,995 – $15,998

Comparison: 31 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 100 days listed (based on current market benchmarks)

Williamston, SC

2017 Honda Accord EX

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

2017 Honda Accord EX

Williamston, SC

Salvage title
$11,90065,458 mi

Williamston, SC

2018 Jeep Grand Cherokee High Altitude

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

2018 Jeep Grand Cherokee High Altitude

Williamston, SC

Unscored
$11,995125,170 mi

Comparison: 47 similar vehicles

Williamston, SC

2017 GMC Terrain SLT

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

2017 GMC Terrain SLT

Williamston, SC

Fair PriceModerate · 23
$12,499100,000 mi

Market: $6,500 – $17,993

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

Williamston, SC

2020 Honda Accord EX

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

2020 Honda Accord EX

Williamston, SC

Unscored
$12,500208,740 mi

Comparison: 30 similar vehicles

Williamston, SC

2015 Cadillac SRX Performance Collection

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

2015 Cadillac SRX Performance Collection

Williamston, SC

Fair PriceModerate · 44
$12,500101,000 mi

Market: $3,700 – $17,995

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 321 days listed (based on current market benchmarks)

Williamston, SC

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Williamston, SC

UnscoredInsufficient · 3
$12,995187,309 mi

Comparison: 3 similar vehicles

Williamston, SC

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Williamston, SC

Fair PriceRobust · 153
$13,90097,112 mi

Market: $6,800 – $21,995

Comparison: 153 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 325 days listed (based on current market benchmarks)

Williamston, SC

2012 Chevrolet Silverado 3500HD Work Truck

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

2012 Chevrolet Silverado 3500HD Work Truck

Williamston, SC

Salvage title
$13,999208,281 mi

Williamston, SC

2019 MINI Countryman S

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

2019 MINI Countryman S

Williamston, SC

Fair PriceModerate · 30
$15,000103,924 mi

Market: $13,731 – $20,998

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 282 days listed (based on current market benchmarks)

Williamston, SC

2021 Dodge Durango GT Plus

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

2021 Dodge Durango GT Plus

Williamston, SC

Unscored
$17,050160,119 mi

Comparison: 52 similar vehicles

Williamston, SC

2019 Honda Civic EX

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

2019 Honda Civic EX

Williamston, SC

UnscoredInsufficient · 3
$17,449101,904 mi

Comparison: 3 similar vehicles

Williamston, SC

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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