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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 3, 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

167 listings found

2010 Ford Explorer XLT

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

2010 Ford Explorer XLT

Hamlet, NC

Unscored
$3,995175,311 mi

Comparison: 10 similar vehicles

Hamlet, NC

2007 Ford Explorer XLT

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

2007 Ford Explorer XLT

Hamlet, NC

Unscored
$3,995187,350 mi

Comparison: 7 similar vehicles

Hamlet, NC

2002 Chrysler Sebring LX

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

2002 Chrysler Sebring LX

Hamlet, NC

UnscoredInsufficient · 0
$3,995117,824 mi

Hamlet, NC

2006 GMC Yukon XL SL

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

2006 GMC Yukon XL SL

Hamlet, NC

UnscoredInsufficient · 0
$4,500213,011 mi

Hamlet, NC

1999 Ford F-150 LARIAT

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

1999 Ford F-150 LARIAT

Hamlet, NC

UnscoredInsufficient · 4
$4,500230,100 mi

Comparison: 4 similar vehicles

Hamlet, NC

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Hamlet, NC

Unscored
$4,695226,297 mi

Comparison: 32 similar vehicles

Hamlet, NC

2000 Dodge Dakota SLT

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

2000 Dodge Dakota SLT

Hamlet, NC

Salvage title
$4,750167,600 mi

Hamlet, NC

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Hamlet, NC

Unscored
$4,995258,850 mi

Comparison: 50 similar vehicles

Hamlet, NC

2014 Hyundai Elantra GT Base

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

2014 Hyundai Elantra GT Base

Hamlet, NC

Unscored
$5,495154,251 mi

Comparison: 38 similar vehicles

Hamlet, NC

2009 Hyundai Santa Fe Limited

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

2009 Hyundai Santa Fe Limited

Hamlet, NC

Unscored
$5,495159,525 mi

Comparison: 6 similar vehicles

Hamlet, NC

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Hamlet, NC

Salvage title
$5,500194,152 mi

Hamlet, NC

2014 Honda Accord LX

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

2014 Honda Accord LX

Hamlet, NC

Unscored
$5,995332,454 mi

Comparison: 50 similar vehicles

Hamlet, NC

2013 Audi Q5 Premium

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

2013 Audi Q5 Premium

Hamlet, NC

Unscored
$5,995161,728 mi

Comparison: 8 similar vehicles

Hamlet, NC

2011 Mitsubishi Outlander Sport SE

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

2011 Mitsubishi Outlander Sport SE

Hamlet, NC

UnscoredInsufficient · 0
$5,995130,947 mi

Hamlet, NC

2010 Jeep Patriot Limited

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

2010 Jeep Patriot Limited

Hamlet, NC

UnscoredInsufficient · 0
$5,995132,935 mi

Hamlet, NC

2010 Chrysler 300

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

2010 Chrysler 300

Hamlet, NC

UnscoredInsufficient · 0
$5,995216,199 mi

Hamlet, NC

2010 Lexus ES 350

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

2010 Lexus ES 350

Hamlet, NC

Unscored
$5,995232,350 mi

Comparison: 20 similar vehicles

Hamlet, NC

2007 INFINITI G 35

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

2007 INFINITI G 35

Hamlet, NC

UnscoredInsufficient · 0
$5,995139,070 mi

Hamlet, NC

2006 Lexus RX 400h

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

2006 Lexus RX 400h

Hamlet, NC

Unscored
$5,995213,655 mi

Comparison: 5 similar vehicles

Hamlet, NC

2004 Mitsubishi Endeavor XLS 2WD

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

2004 Mitsubishi Endeavor XLS 2WD

Hamlet, NC

UnscoredInsufficient · 0
$5,995143,031 mi

Hamlet, NC

2002 Cadillac Escalade Base

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

2002 Cadillac Escalade Base

Hamlet, NC

UnscoredInsufficient · 4
$5,995238,400 mi

Comparison: 4 similar vehicles

Hamlet, NC

2008 Honda Accord EX-L V6

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

2008 Honda Accord EX-L V6

Hamlet, NC

Unscored
$6,250197,533 mi

Comparison: 20 similar vehicles

Hamlet, NC

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Hamlet, NC

Unscored
$6,500186,442 mi

Comparison: 11 similar vehicles

Hamlet, NC

2011 Honda Insight EX

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

2011 Honda Insight EX

Hamlet, NC

UnscoredInsufficient · 0
$6,500198,763 mi

Hamlet, NC

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Hamlet, NC

Unscored
$6,500140,412 mi

Comparison: 5 similar vehicles

Hamlet, NC

2009 Toyota Camry SE

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

2009 Toyota Camry SE

Hamlet, NC

Unscored
$6,500195,677 mi

Comparison: 10 similar vehicles

Hamlet, NC

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Hamlet, NC

Unscored
$6,500142,930 mi

Comparison: 7 similar vehicles

Hamlet, NC

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Hamlet, NC

UnscoredInsufficient · 0
$6,500127,210 mi

Hamlet, NC

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Hamlet, NC

Unscored
$6,695156,579 mi

Comparison: 10 similar vehicles

Hamlet, NC

2018 Hyundai Tucson SEL

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

2018 Hyundai Tucson SEL

Hamlet, NC

Unscored
$6,995178,610 mi

Comparison: 45 similar vehicles

Hamlet, NC

2016 Subaru Outback Premium

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

2016 Subaru Outback Premium

Hamlet, NC

Unscored
$6,995194,998 mi

Comparison: 21 similar vehicles

Hamlet, NC

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

Hamlet, NC

UnscoredInsufficient · 3
$6,995100,965 mi

Comparison: 3 similar vehicles

Hamlet, NC

2013 Kia Soul

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

2013 Kia Soul

Hamlet, NC

UnscoredInsufficient · 0
$7,295123,946 mi

Hamlet, NC

2016 Mitsubishi Outlander Sport ES

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

2016 Mitsubishi Outlander Sport ES

Hamlet, NC

UnscoredInsufficient · 4
$7,925147,585 mi

Comparison: 4 similar vehicles

Hamlet, NC

2018 Hyundai Elantra SEL

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

2018 Hyundai Elantra SEL

Hamlet, NC

Fair PriceRobust · 78
$7,995117,312 mi

Market: $5,500 – $13,932

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Hamlet, NC

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Hamlet, NC

Unscored
$7,995188,897 mi

Comparison: 5 similar vehicles

Hamlet, NC

2017 Ford Escape SE

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

2017 Ford Escape SE

Hamlet, NC

UnscoredInsufficient · 3
$7,99592,506 mi

Comparison: 3 similar vehicles

Hamlet, NC

2015 Kia Optima LX

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

2015 Kia Optima LX

Hamlet, NC

Fair PriceModerate · 38
$7,995106,805 mi

Market: $3,700 – $11,000

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 259 days listed (based on current market benchmarks)

Hamlet, 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

Hamlet, NC

UnscoredInsufficient · 0
$8,500150,900 mi

Hamlet, NC

2011 Chevrolet Camaro 1LT

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

2011 Chevrolet Camaro 1LT

Hamlet, NC

Unscored
$8,500159,185 mi

Comparison: 9 similar vehicles

Hamlet, NC

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Hamlet, NC

Fair PriceRobust · 70
$8,695117,154 mi

Market: $4,500 – $21,488

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Hamlet, NC

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

Hamlet, NC

Fair PriceModerate · 28
$8,995105,577 mi

Market: $4,999 – $9,195

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Hamlet, NC

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

Hamlet, NC

Unscored
$8,995120,346 mi

Comparison: 66 similar vehicles

Hamlet, NC

2013 Subaru Forester X Premium Package

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

2013 Subaru Forester X Premium Package

Hamlet, NC

Unscored
$8,995119,472 mi

Comparison: 7 similar vehicles

Hamlet, NC

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Hamlet, NC

Unscored
$8,995163,668 mi

Comparison: 24 similar vehicles

Hamlet, NC

2012 Chrysler 300 Limited

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

2012 Chrysler 300 Limited

Hamlet, NC

Unscored
$9,49597,107 mi

Comparison: 7 similar vehicles

Hamlet, NC

2018 Buick Enclave Premium

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

2018 Buick Enclave Premium

Hamlet, NC

Unscored
$9,995221,611 mi

Comparison: 47 similar vehicles

Hamlet, NC

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Hamlet, NC

Fair PriceRobust · 109
$10,99580,680 mi

Market: $3,600 – $17,394

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Hamlet, NC

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Hamlet, NC

Unscored
$11,950251,657 mi

Comparison: 8 similar vehicles

Hamlet, NC

2019 Ford Fusion Titanium

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

2019 Ford Fusion Titanium

Hamlet, NC

Unscored
$11,995135,480 mi

Comparison: 6 similar vehicles

Hamlet, 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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