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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 8, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

90 listings found

2007 Toyota Matrix XR

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

2007 Toyota Matrix XR

Siler City, NC

UnscoredInsufficient · 3
$2,795240,840 mi

Comparison: 3 similar vehicles

Siler City, NC

2014 Nissan Rogue S

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

2014 Nissan Rogue S

Siler City, NC

Unscored
$4,000107,886 mi

Comparison: 11 similar vehicles

Siler City, NC

2005 MINI Cooper Base

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

2005 MINI Cooper Base

Siler City, NC

UnscoredInsufficient · 3
$4,228166,855 mi

Comparison: 3 similar vehicles

Siler City, NC

2010 Chevrolet Equinox 2LT

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

2010 Chevrolet Equinox 2LT

Siler City, NC

UnscoredInsufficient · 0
$4,729124,130 mi

Siler City, NC

2010 Chevrolet Aveo 1LT

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

2010 Chevrolet Aveo 1LT

Siler City, NC

UnscoredInsufficient · 0
$5,000133,813 mi

Siler City, NC

2006 Cadillac DTS Luxury

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

2006 Cadillac DTS Luxury

Siler City, NC

UnscoredInsufficient · 0
$5,200111,563 mi

Siler City, NC

2009 Honda CR-V EX-L

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

2009 Honda CR-V EX-L

Siler City, NC

Unscored
$5,250204,125 mi

Comparison: 14 similar vehicles

Siler City, NC

2000 Ford Explorer EDDIE BAUER

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

2000 Ford Explorer EDDIE BAUER

Siler City, NC

UnscoredInsufficient · 0
$5,328141,406 mi

Siler City, NC

2005 Nissan Maxima SE

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

2005 Nissan Maxima SE

Siler City, NC

UnscoredInsufficient · 3
$5,400Mileage not verified

Comparison: 3 similar vehicles

Siler City, NC

2003 Mercedes-Benz SLK-Class SLK230 Kompressor

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

2003 Mercedes-Benz SLK-Class SLK230 Kompressor

Siler City, NC

Salvage title
$5,50053,613 mi

Siler City, NC

2001 Lincoln Navigator Base

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

2001 Lincoln Navigator Base

Siler City, NC

UnscoredInsufficient · 0
$5,500151,780 mi

Siler City, NC

2012 Hyundai Elantra Touring GLS

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

2012 Hyundai Elantra Touring GLS

Siler City, NC

UnscoredInsufficient · 0
$5,800Mileage not verified

Siler City, NC

2013 Kia Forte Koup EX

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

2013 Kia Forte Koup EX

Siler City, NC

UnscoredInsufficient · 0
$5,828151,183 mi

Siler City, NC

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Siler City, NC

UnscoredInsufficient · 4
$5,828127,495 mi

Comparison: 4 similar vehicles

Siler City, NC

2010 Cadillac SRX Luxury Collection

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

2010 Cadillac SRX Luxury Collection

Siler City, NC

UnscoredInsufficient · 4
$5,900165,474 mi

Comparison: 4 similar vehicles

Siler City, NC

2006 Honda Civic EX

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

2006 Honda Civic EX

Siler City, NC

Unscored
$5,928192,624 mi

Comparison: 6 similar vehicles

Siler City, NC

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Siler City, NC

UnscoredInsufficient · 3
$6,300Mileage not verified

Comparison: 3 similar vehicles

Siler City, NC

2018 Chevrolet Cruze LS

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

2018 Chevrolet Cruze LS

Siler City, NC

Unscored
$6,328169,720 mi

Comparison: 7 similar vehicles

Siler City, NC

2018 Dodge Grand Caravan GT

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

2018 Dodge Grand Caravan GT

Siler City, NC

Unscored
$6,328177,457 mi

Comparison: 41 similar vehicles

Siler City, NC

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Siler City, NC

Unscored
$6,328171,069 mi

Comparison: 11 similar vehicles

Siler City, NC

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

Siler City, NC

OverpricedLimited · 12
$6,329113,110 mi

Market: $2,999 – $6,290

Comparison: 12 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Siler City, NC

2009 Kia Optima EX

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

2009 Kia Optima EX

Siler City, NC

UnscoredInsufficient · 0
$6,449109,570 mi

Siler City, NC

2016 Kia Forte LX

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

2016 Kia Forte LX

Siler City, NC

Unscored
$6,499164,000 mi

Comparison: 25 similar vehicles

Siler City, NC

2015 Nissan Altima SV

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

2015 Nissan Altima SV

Siler City, NC

Fair PriceLimited · 18
$6,500Mileage not verified

Market: $4,500 – $10,791

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Siler City, NC

2013 Nissan JUKE S

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

2013 Nissan JUKE S

Siler City, NC

Unscored
$6,500154,022 mi

Comparison: 10 similar vehicles

Siler City, NC

2013 Kia Optima LX

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

2013 Kia Optima LX

Siler City, NC

UnscoredInsufficient · 3
$6,628157,594 mi

Comparison: 3 similar vehicles

Siler City, NC

2016 Chevrolet Impala 2LT

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

2016 Chevrolet Impala 2LT

Siler City, NC

Unscored
$6,629162,903 mi

Comparison: 18 similar vehicles

Siler City, NC

2016 Kia Sedona SX Limited

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

2016 Kia Sedona SX Limited

Siler City, NC

UnscoredInsufficient · 0
$6,728155,067 mi

Siler City, NC

2011 Audi A4 Premium

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

2011 Audi A4 Premium

Siler City, NC

Unscored
$6,728165,860 mi

Comparison: 9 similar vehicles

Siler City, NC

2005 Honda Accord LX

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

2005 Honda Accord LX

Siler City, NC

OverpricedLimited · 13
$6,750152,459 mi

Market: $2,999 – $6,700

Comparison: 13 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Siler City, NC

2014 Ford Explorer Utility Police Interceptor

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

2014 Ford Explorer Utility Police Interceptor

Siler City, NC

UnscoredInsufficient · 0
$6,800111,532 mi

Siler City, NC

2013 Buick Encore Leather

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

2013 Buick Encore Leather

Siler City, NC

Salvage title
$6,800130,900 mi

Siler City, NC

2014 Ford Focus ST

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

2014 Ford Focus ST

Siler City, NC

Unscored
$6,828208,312 mi

Comparison: 8 similar vehicles

Siler City, NC

2005 Chevrolet Colorado Z85

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

2005 Chevrolet Colorado Z85

Siler City, NC

UnscoredInsufficient · 3
$6,828169,453 mi

Comparison: 3 similar vehicles

Siler City, NC

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Siler City, NC

Unscored
$6,900146,976 mi

Comparison: 38 similar vehicles

Siler City, NC

2012 Dodge Grand Caravan Crew

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

2012 Dodge Grand Caravan Crew

Siler City, NC

UnscoredInsufficient · 4
$6,900151,760 mi

Comparison: 4 similar vehicles

Siler City, NC

2011 Ford Taurus Limited

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

2011 Ford Taurus Limited

Siler City, NC

Unscored
$6,92893,115 mi

Comparison: 5 similar vehicles

Siler City, NC

2014 Nissan Xterra X

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

2014 Nissan Xterra X

Siler City, NC

UnscoredInsufficient · 0
$6,999180,150 mi

Siler City, NC

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Siler City, NC

Unscored
$7,328187,632 mi

Comparison: 15 similar vehicles

Siler City, NC

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Siler City, NC

UnscoredInsufficient · 4
$7,328177,956 mi

Comparison: 4 similar vehicles

Siler City, NC

2014 Dodge Grand Caravan R/T

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

2014 Dodge Grand Caravan R/T

Siler City, NC

UnscoredInsufficient · 0
$7,328120,806 mi

Siler City, NC

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

Siler City, NC

Unscored
$7,328130,671 mi

Comparison: 34 similar vehicles

Siler City, NC

2010 Honda Civic HYBRID

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

2010 Honda Civic HYBRID

Siler City, NC

Unscored
$7,328128,456 mi

Comparison: 7 similar vehicles

Siler City, NC

2008 Ford Explorer Sport Trac XLT

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

2008 Ford Explorer Sport Trac XLT

Siler City, NC

UnscoredInsufficient · 0
$7,328190,169 mi

Siler City, NC

2006 Toyota Tacoma Base

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

2006 Toyota Tacoma Base

Siler City, NC

Unscored
$7,328335,084 mi

Comparison: 15 similar vehicles

Siler City, NC

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Siler City, NC

Unscored
$7,500206,667 mi

Comparison: 9 similar vehicles

Siler City, NC

2013 Chevrolet Tahoe Fleet

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

2013 Chevrolet Tahoe Fleet

Siler City, NC

UnscoredInsufficient · 3
$7,500166,820 mi

Comparison: 3 similar vehicles

Siler City, NC

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Siler City, NC

Unscored
$7,500167,931 mi

Comparison: 5 similar vehicles

Siler City, NC

2016 Chrysler Town & Country Anniversary Edition

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

2016 Chrysler Town & Country Anniversary Edition

Siler City, NC

UnscoredInsufficient · 4
$7,828136,784 mi

Comparison: 4 similar vehicles

Siler City, NC

2015 Nissan Xterra PRO-4X

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

2015 Nissan Xterra PRO-4X

Siler City, NC

Unscored
$7,828209,800 mi

Comparison: 5 similar vehicles

Siler City, NC

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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