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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 3, 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

4,727 listings found

2000 Honda Accord

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

2000 Honda Accord

Hickory, NC

UnscoredInsufficient · 0
$2,500287,314 mi

Hickory, NC

1999 Toyota Sienna

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

1999 Toyota Sienna

Hickory, NC

UnscoredInsufficient · 0
$2,500240,021 mi

Hickory, NC

1995 Ford Thunderbird

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

1995 Ford Thunderbird

Hickory, NC

UnscoredInsufficient · 0
$2,500123,197 mi

Hickory, NC

2008 Saturn VUE XR

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

2008 Saturn VUE XR

Hickory, NC

UnscoredInsufficient · 4
$3,000309,287 mi

Comparison: 4 similar vehicles

Hickory, NC

2006 Buick Rendezvous CX

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

2006 Buick Rendezvous CX

Hickory, NC

UnscoredInsufficient · 0
$3,000221,657 mi

Hickory, NC

2003 Honda Pilot EX

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

2003 Honda Pilot EX

Hickory, NC

UnscoredInsufficient · 3
$3,000222,736 mi

Comparison: 3 similar vehicles

Hickory, NC

1999 Toyota Corolla VE

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

1999 Toyota Corolla VE

Hickory, NC

UnscoredInsufficient · 0
$3,000198,168 mi

Hickory, NC

2012 Nissan Altima S

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

2012 Nissan Altima S

Hickory, NC

UnscoredInsufficient · 3
$3,500246,253 mi

Comparison: 3 similar vehicles

Hickory, NC

2009 Chevrolet Malibu 2LT

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

2009 Chevrolet Malibu 2LT

Hickory, NC

UnscoredInsufficient · 0
$3,500279,740 mi

Hickory, NC

2008 Jeep Patriot Sport

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

2008 Jeep Patriot Sport

Hickory, NC

UnscoredInsufficient · 3
$3,500202,752 mi

Comparison: 3 similar vehicles

Hickory, NC

2006 Dodge Durango SLT

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

2006 Dodge Durango SLT

Hickory, NC

UnscoredInsufficient · 0
$3,500188,820 mi

Hickory, NC

2004 Toyota Camry Standard

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

2004 Toyota Camry Standard

Hickory, NC

UnscoredInsufficient · 3
$3,500233,754 mi

Comparison: 3 similar vehicles

Hickory, NC

2000 Dodge Dakota SPORT

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

2000 Dodge Dakota SPORT

Hickory, NC

UnscoredInsufficient · 0
$3,500196,736 mi

Hickory, NC

2012 Ford Edge SE

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

2012 Ford Edge SE

Hickory, NC

UnscoredInsufficient · 4
$3,700223,090 mi

Comparison: 4 similar vehicles

Hickory, NC

2012 Dodge Avenger SXT Plus

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

2012 Dodge Avenger SXT Plus

Hickory, NC

UnscoredInsufficient · 0
$3,750180,146 mi

Hickory, NC

2003 Chevrolet Malibu Base

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

2003 Chevrolet Malibu Base

Hickory, NC

UnscoredInsufficient · 0
$3,750141,052 mi

Hickory, NC

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Hickory, NC

Unscored
$3,800225,028 mi

Comparison: 6 similar vehicles

Hickory, NC

2013 Cadillac CTS Sedan Luxury Collection

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

2013 Cadillac CTS Sedan Luxury Collection

Hickory, NC

Unscored
$3,850205,863 mi

Comparison: 11 similar vehicles

Hickory, NC

2011 Chevrolet Express Cargo Work Van

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

2011 Chevrolet Express Cargo Work Van

Hickory, NC

Unscored
$3,900174,858 mi

Comparison: 10 similar vehicles

Hickory, NC

2007 INFINITI G 35 Sport

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

2007 INFINITI G 35 Sport

Hickory, NC

UnscoredInsufficient · 0
$3,900204,575 mi

Hickory, NC

1997 GMC Sierra SL

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

1997 GMC Sierra SL

Hickory, NC

Unscored
$3,995341,444 mi

Comparison: 5 similar vehicles

Hickory, NC

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Hickory, NC

UnscoredInsufficient · 3
$4,000259,308 mi

Comparison: 3 similar vehicles

Hickory, NC

2003 Buick Rendezvous AWD CX

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

2003 Buick Rendezvous AWD CX

Hickory, NC

UnscoredInsufficient · 0
$4,000128,444 mi

Hickory, NC

2004 Honda Element EX

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

2004 Honda Element EX

Hickory, NC

Unscored
$4,250300,600 mi

Comparison: 7 similar vehicles

Hickory, NC

2001 Ford Ranger XL

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

2001 Ford Ranger XL

Hickory, NC

UnscoredInsufficient · 4
$4,250194,961 mi

Comparison: 4 similar vehicles

Hickory, NC

2015 INFINITI Q40 Base

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

2015 INFINITI Q40 Base

Hickory, NC

Unscored
$4,400197,350 mi

Comparison: 5 similar vehicles

Hickory, NC

2010 Subaru Forester X

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

2010 Subaru Forester X

Hickory, NC

Unscored
$4,499182,928 mi

Comparison: 12 similar vehicles

Hickory, NC

2015 Kia Forte LX

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

2015 Kia Forte LX

Hickory, NC

UnscoredInsufficient · 3
$4,500141,851 mi

Comparison: 3 similar vehicles

Hickory, NC

2014 Dodge Grand Caravan American Value Package

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

2014 Dodge Grand Caravan American Value Package

Hickory, NC

UnscoredInsufficient · 3
$4,500188,928 mi

Comparison: 3 similar vehicles

Hickory, NC

2005 Chevrolet Colorado Z71 LS

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

2005 Chevrolet Colorado Z71 LS

Hickory, NC

UnscoredInsufficient · 0
$4,590132,210 mi

Hickory, NC

2017 Dodge Journey SE

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

2017 Dodge Journey SE

Hickory, NC

Unscored
$4,700159,822 mi

Comparison: 37 similar vehicles

Hickory, NC

2012 Chevrolet Traverse LS

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

2012 Chevrolet Traverse LS

Hickory, NC

UnscoredInsufficient · 3
$4,800121,399 mi

Comparison: 3 similar vehicles

Hickory, NC

2013 Hyundai Accent SE

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

2013 Hyundai Accent SE

Hickory, NC

Great DealLimited · 12
$4,850106,078 mi

Market: $5,700 – $9,988

Comparison: 12 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 13 days listed (based on current market benchmarks)

Hickory, NC

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Hickory, NC

UnscoredInsufficient · 4
$4,975236,608 mi

Comparison: 4 similar vehicles

Hickory, NC

2009 Nissan Versa S

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

2009 Nissan Versa S

Hickory, NC

Unscored
$4,995165,900 mi

Comparison: 5 similar vehicles

Hickory, NC

2009 Volkswagen Jetta Wolfsburg Edition

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

2009 Volkswagen Jetta Wolfsburg Edition

Hickory, NC

UnscoredInsufficient · 0
$4,995206,405 mi

Hickory, NC

2008 Volkswagen Passat Lux

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

2008 Volkswagen Passat Lux

Hickory, NC

Salvage title
$4,995185,466 mi

Hickory, NC

2003 Jeep Liberty Renegade

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

2003 Jeep Liberty Renegade

Hickory, NC

Salvage title
$4,995209,565 mi

Hickory, NC

2008 Kia Optima EX

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

2008 Kia Optima EX

Hickory, NC

UnscoredInsufficient · 0
$4,999116,029 mi

Hickory, NC

2006 BMW 7 Series 750Li

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

2006 BMW 7 Series 750Li

Hickory, NC

UnscoredInsufficient · 3
$5,000140,000 mi

Comparison: 3 similar vehicles

Hickory, NC

2010 Cadillac CTS Luxury Collection

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

2010 Cadillac CTS Luxury Collection

Hickory, NC

UnscoredInsufficient · 0
$5,100179,884 mi

Hickory, NC

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Hickory, NC

Unscored
$5,200233,650 mi

Comparison: 29 similar vehicles

Hickory, NC

2013 Ford Taurus SEL

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

2013 Ford Taurus SEL

Hickory, NC

Unscored
$5,249156,559 mi

Comparison: 10 similar vehicles

Hickory, NC

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Hickory, NC

Unscored
$5,295249,122 mi

Comparison: 10 similar vehicles

Hickory, NC

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Hickory, NC

UnscoredInsufficient · 0
$5,295137,496 mi

Hickory, NC

2005 Buick Terraza CXL

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

2005 Buick Terraza CXL

Hickory, NC

UnscoredInsufficient · 0
$5,295123,031 mi

Hickory, NC

2001 GMC Sierra SL

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

2001 GMC Sierra SL

Hickory, NC

UnscoredInsufficient · 0
$5,300241,080 mi

Hickory, NC

2009 Chevrolet Tahoe

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

2009 Chevrolet Tahoe

Hickory, NC

UnscoredInsufficient · 0
$5,400236,704 mi

Hickory, NC

2011 Toyota Camry SE

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

2011 Toyota Camry SE

Hickory, NC

Unscored
$5,450233,970 mi

Comparison: 12 similar vehicles

Hickory, 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

Hickory, NC

UnscoredInsufficient · 3
$5,480184,360 mi

Comparison: 3 similar vehicles

Hickory, NC

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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