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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

6M+

Unique vehicles analyzed

as of October 30, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

153 listings found

2012 Nissan Versa S

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

2012 Nissan Versa S

Gaston, SC

Unscored
$5,725132,734 mi

Comparison: 9 similar vehicles

Gaston, SC

2015 Nissan LEAF S

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

2015 Nissan LEAF S

Gaston, SC

Fair PriceLimited · 12
$6,22582,862 mi

Market: $3,695 – $6,998

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 174 days listed (based on current market benchmarks)

Gaston, SC

2012 Mercedes-Benz C-Class C250 Sport

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

2012 Mercedes-Benz C-Class C250 Sport

Gaston, SC

Unscored
$6,225143,716 mi

Comparison: 8 similar vehicles

Gaston, SC

2004 Nissan Frontier XE

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

2004 Nissan Frontier XE

Gaston, SC

Unscored
$6,225255,438 mi

Comparison: 18 similar vehicles

Gaston, SC

2017 MINI Clubman S

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

2017 MINI Clubman S

Gaston, SC

Great DealModerate · 20
$6,725106,725 mi

Market: $9,000 – $12,995

Comparison: 20 similar vehicles

Competitively priced ~25% below the typical range compared to similar vehicles · 66 days listed (based on current market benchmarks)

Gaston, SC

2011 Toyota Camry Base

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

2011 Toyota Camry Base

Gaston, SC

Unscored
$6,725158,662 mi

Comparison: 19 similar vehicles

Gaston, SC

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Gaston, SC

Unscored
$6,995127,958 mi

Comparison: 6 similar vehicles

Gaston, SC

2013 Nissan Sentra SV

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

2013 Nissan Sentra SV

Gaston, SC

Unscored
$7,025139,402 mi

Comparison: 10 similar vehicles

Gaston, SC

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

Gaston, SC

Unscored
$7,125150,433 mi

Comparison: 45 similar vehicles

Gaston, SC

2017 Honda Civic LX

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

2017 Honda Civic LX

Gaston, SC

UnscoredInsufficient · 4
$7,225147,946 mi

Comparison: 4 similar vehicles

Gaston, SC

2012 Nissan Pathfinder SV

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

2012 Nissan Pathfinder SV

Gaston, SC

Unscored
$7,225149,417 mi

Comparison: 6 similar vehicles

Gaston, SC

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

Gaston, SC

Fair PriceModerate · 37
$7,72591,449 mi

Market: $5,095 – $11,998

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Gaston, SC

2013 Toyota Highlander Limited

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

2013 Toyota Highlander Limited

Gaston, SC

UnscoredInsufficient · 4
$7,995233,010 mi

Comparison: 4 similar vehicles

Gaston, SC

2009 Chrysler Aspen Limited

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

2009 Chrysler Aspen Limited

Gaston, SC

UnscoredInsufficient · 0
$7,995247,439 mi

Gaston, SC

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Gaston, SC

Unscored
$8,321158,306 mi

Comparison: 17 similar vehicles

Gaston, SC

2013 Dodge Charger SE

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

2013 Dodge Charger SE

Gaston, SC

Unscored
$8,321235,654 mi

Comparison: 42 similar vehicles

Gaston, SC

2012 Acura MDX Technology Package

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

2012 Acura MDX Technology Package

Gaston, SC

Unscored
$8,495167,057 mi

Comparison: 20 similar vehicles

Gaston, SC

2011 Lexus IS 250

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

2011 Lexus IS 250

Gaston, SC

Unscored
$8,725188,869 mi

Comparison: 13 similar vehicles

Gaston, SC

2011 Honda CR-V LX

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

2011 Honda CR-V LX

Gaston, SC

Unscored
$9,000152,592 mi

Comparison: 75 similar vehicles

Gaston, SC

2017 Volkswagen Golf Alltrack SE

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

2017 Volkswagen Golf Alltrack SE

Gaston, SC

Unscored
$9,995161,915 mi

Comparison: 6 similar vehicles

Gaston, SC

2016 Kia Forte LX

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

2016 Kia Forte LX

Gaston, SC

UnscoredInsufficient · 3
$9,995109,011 mi

Comparison: 3 similar vehicles

Gaston, SC

2014 Ford Taurus Limited

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

2014 Ford Taurus Limited

Gaston, SC

Unscored
$9,995190,655 mi

Comparison: 10 similar vehicles

Gaston, SC

2014 Chrysler Town & Country Touring-L

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

2014 Chrysler Town & Country Touring-L

Gaston, SC

UnscoredInsufficient · 3
$9,995102,570 mi

Comparison: 3 similar vehicles

Gaston, SC

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

Gaston, SC

Unscored
$9,995189,932 mi

Comparison: 37 similar vehicles

Gaston, SC

2012 Ford F-150 XL

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

2012 Ford F-150 XL

Gaston, SC

Unscored
$9,995197,588 mi

Comparison: 24 similar vehicles

Gaston, SC

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Gaston, SC

Fair PriceLimited · 14
$9,999115,146 mi

Market: $8,499 – $17,195

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 238 days listed (based on current market benchmarks)

Gaston, SC

2020 RAM Promaster City Tradesman

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

2020 RAM Promaster City Tradesman

Gaston, SC

Unscored
$10,000164,676 mi

Comparison: 7 similar vehicles

Gaston, SC

2016 RAM 1500 Pickup Tradesman

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

2016 RAM 1500 Pickup Tradesman

Gaston, SC

Unscored
$10,300148,944 mi

Comparison: 38 similar vehicles

Gaston, SC

2018 Nissan Versa Sedan SV

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

2018 Nissan Versa Sedan SV

Gaston, SC

UnscoredInsufficient · 0
$10,49548,088 mi

Gaston, SC

2015 smart fortwo pure

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

2015 smart fortwo pure

Gaston, SC

UnscoredInsufficient · 0
$10,77742,093 mi

Gaston, SC

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Gaston, SC

Unscored
$10,777138,641 mi

Comparison: 9 similar vehicles

Gaston, SC

2016 Honda Accord LX

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

2016 Honda Accord LX

Gaston, SC

Unscored
$10,800160,598 mi

Comparison: 39 similar vehicles

Gaston, SC

2016 Nissan Maxima SR

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

2016 Nissan Maxima SR

Gaston, SC

Unscored
$11,225127,770 mi

Comparison: 13 similar vehicles

Gaston, SC

2022 Kia Soul LX

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

2022 Kia Soul LX

Gaston, SC

Fair PriceRobust · 155
$11,500117,835 mi

Market: $8,995 – $19,200

Comparison: 155 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Gaston, SC

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Gaston, SC

Fair PriceModerate · 47
$11,995118,110 mi

Market: $5,099 – $17,597

Comparison: 47 similar vehicles

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

Gaston, SC

2014 Toyota RAV4 XLE

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

2014 Toyota RAV4 XLE

Gaston, SC

Unscored
$11,995174,421 mi

Comparison: 11 similar vehicles

Gaston, SC

2016 Kia Soul +

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

2016 Kia Soul +

Gaston, SC

UnscoredInsufficient · 4
$12,321169,451 mi

Comparison: 4 similar vehicles

Gaston, SC

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

Gaston, SC

UnscoredInsufficient · 3
$12,321153,683 mi

Comparison: 3 similar vehicles

Gaston, SC

2012 INFINITI QX 56

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

2012 INFINITI QX 56

Gaston, SC

Unscored
$12,321169,265 mi

Comparison: 16 similar vehicles

Gaston, SC

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Gaston, SC

Unscored
$12,495164,590 mi

Comparison: 22 similar vehicles

Gaston, SC

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Gaston, SC

UnscoredInsufficient · 3
$12,495181,836 mi

Comparison: 3 similar vehicles

Gaston, SC

2021 Hyundai IONIQ Blue

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

2021 Hyundai IONIQ Blue

Gaston, SC

UnscoredInsufficient · 0
$12,99593,408 mi

Gaston, SC

2016 Hyundai Tucson SE

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

2016 Hyundai Tucson SE

Gaston, SC

Unscored
$13,225127,957 mi

Comparison: 40 similar vehicles

Gaston, SC

2015 Jeep Wrangler Sport

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

2015 Jeep Wrangler Sport

Gaston, SC

UnscoredInsufficient · 3
$13,495120,845 mi

Comparison: 3 similar vehicles

Gaston, SC

2020 Subaru Ascent Limited

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

2020 Subaru Ascent Limited

Gaston, SC

Unscored
$13,700193,360 mi

Comparison: 120 similar vehicles

Gaston, SC

2019 Hyundai Santa Fe SE

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

2019 Hyundai Santa Fe SE

Gaston, SC

UnscoredInsufficient · 4
$13,725120,245 mi

Comparison: 4 similar vehicles

Gaston, SC

2024 Nissan Versa Sedan S

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

2024 Nissan Versa Sedan S

Gaston, SC

Unscored
$13,99587,030 mi

Comparison: 7 similar vehicles

Gaston, SC

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Gaston, SC

Unscored
$14,000128,004 mi

Comparison: 49 similar vehicles

Gaston, SC

2017 Honda CR-V LX

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

2017 Honda CR-V LX

Gaston, SC

Unscored
$14,225176,156 mi

Comparison: 18 similar vehicles

Gaston, SC

2016 Honda CR-V SE

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

2016 Honda CR-V SE

Gaston, SC

Unscored
$14,225141,363 mi

Comparison: 68 similar vehicles

Gaston, 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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