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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

3,303 listings found

2010 Jeep Commander Sport

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

2010 Jeep Commander Sport

Greenville, NC

UnscoredInsufficient · 0
$2,500267,000 mi

Greenville, NC

2004 Cadillac SRX Base

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

2004 Cadillac SRX Base

Tarboro, NC

UnscoredInsufficient · 0
$2,500162,899 mi

Tarboro, NC

2001 Toyota Highlander Base

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

2001 Toyota Highlander Base

Bethel, NC

UnscoredInsufficient · 0
$2,995259,981 mi

Bethel, NC

2011 Subaru Forester X

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

2011 Subaru Forester X

Greenville, NC

UnscoredLimited · 5
$3,000167,937 mi

Comparison: 5 similar vehicles

Greenville, NC

2004 GMC Yukon SLE

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

2004 GMC Yukon SLE

Tarboro, NC

UnscoredInsufficient · 0
$3,500284,136 mi

Tarboro, NC

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Washington, NC

UnscoredLimited · 5
$3,992253,973 mi

Comparison: 5 similar vehicles

Washington, NC

2015 INFINITI QX60 Base

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

2015 INFINITI QX60 Base

Greenville, NC

UnscoredModerate · 40
$3,995239,145 mi

Comparison: 40 similar vehicles

Greenville, NC

2010 Nissan Pathfinder S

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

2010 Nissan Pathfinder S

Camden, NC

UnscoredInsufficient · 0
$3,995198,827 mi

Camden, NC

2007 Hyundai Veracruz SE

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

2007 Hyundai Veracruz SE

Suffolk, VA

UnscoredInsufficient · 0
$3,995126,962 mi

Suffolk, VA

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Greenville, NC

UnscoredInsufficient · 0
$3,995183,092 mi

Greenville, NC

2002 Toyota Highlander Limited

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

2002 Toyota Highlander Limited

Greenville, NC

UnscoredInsufficient · 4
$3,995294,186 mi

Comparison: 4 similar vehicles

Greenville, NC

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Grimesland, NC

UnscoredLimited · 5
$4,426227,576 mi

Comparison: 5 similar vehicles

Grimesland, NC

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Suffolk, VA

UnscoredModerate · 25
$4,500168,305 mi

Comparison: 25 similar vehicles

Suffolk, VA

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Suffolk, VA

UnscoredLimited · 6
$4,500189,601 mi

Comparison: 6 similar vehicles

Suffolk, VA

2014 Nissan Pathfinder SV

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

2014 Nissan Pathfinder SV

Suffolk, VA

UnscoredLimited · 8
$4,500Mileage not verified

Comparison: 8 similar vehicles

Suffolk, VA

2004 Chevrolet Tahoe LS

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

2004 Chevrolet Tahoe LS

Greenville, NC

UnscoredInsufficient · 3
$4,500353,742 mi

Comparison: 3 similar vehicles

Greenville, NC

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Suffolk, VA

UnscoredInsufficient · 0
$4,700132,228 mi

Suffolk, VA

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Greenville, NC

UnscoredLimited · 8
$4,995140,459 mi

Comparison: 8 similar vehicles

Greenville, NC

2010 Mazda CX-7 i Sport

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

2010 Mazda CX-7 i Sport

Greenville, NC

UnscoredInsufficient · 4
$4,999145,836 mi

Comparison: 4 similar vehicles

Greenville, NC

2010 Hyundai Santa Fe Limited

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

2010 Hyundai Santa Fe Limited

Greenville, NC

UnscoredInsufficient · 0
$5,499121,763 mi

Greenville, NC

2013 Nissan Pathfinder SV

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

2013 Nissan Pathfinder SV

Suffolk, VA

UnscoredLimited · 5
$5,500196,846 mi

Comparison: 5 similar vehicles

Suffolk, VA

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Washington, NC

UnscoredRobust · 51
$5,550154,094 mi

Comparison: 51 similar vehicles

Washington, NC

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Tarboro, NC

UnscoredInsufficient · 3
$5,800182,175 mi

Comparison: 3 similar vehicles

Tarboro, NC

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Washington, NC

UnscoredLimited · 12
$5,899202,886 mi

Comparison: 12 similar vehicles

Washington, NC

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Moyock, NC

UnscoredInsufficient · 3
$5,899166,000 mi

Comparison: 3 similar vehicles

Moyock, NC

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Washington, NC

UnscoredInsufficient · 0
$5,900128,411 mi

Washington, NC

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Tarboro, NC

UnscoredLimited · 13
$5,984149,496 mi

Comparison: 13 similar vehicles

Tarboro, NC

2012 Jeep Patriot Latitude

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

2012 Jeep Patriot Latitude

Greenville, NC

UnscoredInsufficient · 3
$5,995126,203 mi

Comparison: 3 similar vehicles

Greenville, NC

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Moyock, NC

UnscoredLimited · 8
$5,995156,290 mi

Comparison: 8 similar vehicles

Moyock, NC

2006 Nissan Xterra SE

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

2006 Nissan Xterra SE

Greenville, NC

UnscoredInsufficient · 0
$5,995149,000 mi

Greenville, NC

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Suffolk, VA

UnscoredInsufficient · 3
$5,999159,388 mi

Comparison: 3 similar vehicles

Suffolk, VA

2011 Chevrolet Equinox 2LT

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

2011 Chevrolet Equinox 2LT

Greenville, NC

UnscoredInsufficient · 4
$5,999117,160 mi

Comparison: 4 similar vehicles

Greenville, NC

2005 Acura MDX Touring Package

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

2005 Acura MDX Touring Package

Greenville, NC

UnscoredInsufficient · 3
$5,999132,131 mi

Comparison: 3 similar vehicles

Greenville, NC

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Suffolk, VA

UnscoredModerate · 42
$6,000180,195 mi

Comparison: 42 similar vehicles

Suffolk, VA

2014 Nissan Pathfinder Platinum

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

2014 Nissan Pathfinder Platinum

Tarboro, NC

UnscoredLimited · 7
$6,200196,232 mi

Comparison: 7 similar vehicles

Tarboro, NC

2004 GMC Yukon SLE

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

2004 GMC Yukon SLE

Plymouth, NC

UnscoredInsufficient · 0
$6,400192,300 mi

Plymouth, NC

2016 Dodge Journey CrossRoad Plus

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

2016 Dodge Journey CrossRoad Plus

Camden, NC

UnscoredLimited · 5
$6,495175,369 mi

Comparison: 5 similar vehicles

Camden, NC

2010 Jeep Grand Cherokee Laredo

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

2010 Jeep Grand Cherokee Laredo

Camden, NC

UnscoredLimited · 5
$6,495148,462 mi

Comparison: 5 similar vehicles

Camden, NC

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Suffolk, VA

UnscoredInsufficient · 4
$6,500110,791 mi

Comparison: 4 similar vehicles

Suffolk, VA

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Williamston, NC

UnscoredModerate · 26
$6,500176,464 mi

Comparison: 26 similar vehicles

Williamston, NC

2016 GMC Terrain SLE-1

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

2016 GMC Terrain SLE-1

Tarboro, NC

UnscoredLimited · 9
$6,685184,770 mi

Comparison: 9 similar vehicles

Tarboro, NC

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Moyock, NC

UnscoredLimited · 15
$6,700147,097 mi

Comparison: 15 similar vehicles

Moyock, NC

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Greenville, NC

UnscoredModerate · 38
$6,800151,574 mi

Comparison: 38 similar vehicles

Greenville, NC

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Plymouth, NC

UnscoredLimited · 13
$6,895199,158 mi

Comparison: 13 similar vehicles

Plymouth, NC

2017 Hyundai Tucson Value

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

2017 Hyundai Tucson Value

Greenville, NC

Great DealLimited · 14
$6,995102,200 mi

Market: $8,498 – $10,920

Comparison: 14 similar vehicles

Competitively priced ~18% below the typical range compared to similar vehicles · 41 days listed (based on current market benchmarks)

Greenville, NC

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Suffolk, VA

UnscoredLimited · 5
$6,995134,015 mi

Comparison: 5 similar vehicles

Suffolk, VA

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Greenville, NC

UnscoredRobust · 86
$6,995198,384 mi

Comparison: 86 similar vehicles

Greenville, NC

2014 INFINITI QX60 Base

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

2014 INFINITI QX60 Base

Washington, NC

UnscoredInsufficient · 3
$6,995176,202 mi

Comparison: 3 similar vehicles

Washington, NC

2017 Ford Escape SE

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

2017 Ford Escape SE

Greenville, NC

Great DealLimited · 10
$6,999109,728 mi

Market: $8,887 – $13,998

Comparison: 10 similar vehicles

Competitively priced ~21% below the typical range compared to similar vehicles · 46 days listed (based on current market benchmarks)

Greenville, NC

2016 Ford Escape SE

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

2016 Ford Escape SE

Greenville, NC

Fair PriceRobust · 53
$6,999116,507 mi

Market: $4,500 – $13,717

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Greenville, 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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