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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

3,623 listings found

2000 Chevrolet Blazer LS

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

2000 Chevrolet Blazer LS

Lenoir, NC

UnscoredInsufficient · 3
$2,299206,642 mi

Comparison: 3 similar vehicles

Lenoir, NC

2006 Saturn VUE Base

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

2006 Saturn VUE Base

Lenoir, NC

UnscoredInsufficient · 3
$2,950194,367 mi

Comparison: 3 similar vehicles

Lenoir, NC

2006 Kia Sorento LX

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

2006 Kia Sorento LX

Elkin, NC

UnscoredInsufficient · 4
$2,950189,452 mi

Comparison: 4 similar vehicles

Elkin, NC

2007 Honda CR-V LX

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

2007 Honda CR-V LX

Lenoir, NC

UnscoredModerate · 27
$3,499292,976 mi

Comparison: 27 similar vehicles

Lenoir, NC

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Lenoir, NC

UnscoredLimited · 7
$3,499279,562 mi

Comparison: 7 similar vehicles

Lenoir, NC

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

King, NC

UnscoredInsufficient · 4
$3,688227,210 mi

Comparison: 4 similar vehicles

King, NC

2005 Honda Element EX

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

2005 Honda Element EX

Zionville, NC

UnscoredLimited · 5
$3,695319,006 mi

Comparison: 5 similar vehicles

Zionville, NC

No Photo

2010 Dodge Journey SE

Lenoir, NC

UnscoredInsufficient · 0
$3,788182,767 mi

Lenoir, NC

2007 Kia Sportage LX

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

2007 Kia Sportage LX

Jonesville, NC

UnscoredInsufficient · 3
$3,950196,914 mi

Comparison: 3 similar vehicles

Jonesville, NC

2011 Dodge Nitro Heat

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

2011 Dodge Nitro Heat

Vilas, NC

UnscoredLimited · 9
$3,995168,084 mi

Comparison: 9 similar vehicles

Vilas, NC

2009 Jeep Patriot Sport

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

2009 Jeep Patriot Sport

Elkin, NC

UnscoredInsufficient · 3
$3,995168,672 mi

Comparison: 3 similar vehicles

Elkin, NC

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Township of Taylorsville, NC

UnscoredInsufficient · 4
$3,995254,416 mi

Comparison: 4 similar vehicles

Township of Taylorsville, NC

2008 Saturn VUE XE

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

2008 Saturn VUE XE

Abingdon, VA

UnscoredLimited · 5
$3,995225,693 mi

Comparison: 5 similar vehicles

Abingdon, VA

2005 Nissan Murano SL

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

2005 Nissan Murano SL

Township of Taylorsville, NC

UnscoredInsufficient · 3
$3,995163,281 mi

Comparison: 3 similar vehicles

Township of Taylorsville, NC

2000 Jeep Grand Cherokee LIMITED

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

2000 Jeep Grand Cherokee LIMITED

Taylorsville, NC

UnscoredInsufficient · 0
$3,995164,269 mi

Taylorsville, NC

2009 Dodge Nitro SE

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

2009 Dodge Nitro SE

Lenoir, NC

UnscoredInsufficient · 3
$3,999210,561 mi

Comparison: 3 similar vehicles

Lenoir, NC

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

West Jefferson, NC

UnscoredRobust · 106
$4,000175,480 mi

Comparison: 106 similar vehicles

West Jefferson, NC

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Zionville, NC

UnscoredLimited · 7
$4,195190,004 mi

Comparison: 7 similar vehicles

Zionville, NC

2007 Ford Edge SE

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

2007 Ford Edge SE

Mount Airy, NC

UnscoredInsufficient · 3
$4,200240,350 mi

Comparison: 3 similar vehicles

Mount Airy, NC

2006 Saturn VUE Base

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

2006 Saturn VUE Base

Lenoir, NC

UnscoredInsufficient · 3
$4,299114,861 mi

Comparison: 3 similar vehicles

Lenoir, NC

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Mocksville, NC

UnscoredLimited · 5
$4,444177,979 mi

Comparison: 5 similar vehicles

Mocksville, NC

2005 GMC Envoy SLE

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

2005 GMC Envoy SLE

Lenoir, NC

UnscoredInsufficient · 0
$4,450166,075 mi

Lenoir, NC

2009 Jeep Liberty Sport

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

2009 Jeep Liberty Sport

Taylorsville, NC

UnscoredInsufficient · 0
$4,500177,671 mi

Taylorsville, NC

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Lenoir, NC

UnscoredInsufficient · 4
$4,550169,840 mi

Comparison: 4 similar vehicles

Lenoir, NC

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Mount Airy, NC

UnscoredLimited · 5
$4,600165,660 mi

Comparison: 5 similar vehicles

Mount Airy, NC

2008 Ford Explorer Eddie Bauer

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

2008 Ford Explorer Eddie Bauer

Fort Chiswell, VA

UnscoredLimited · 6
$4,600158,206 mi

Comparison: 6 similar vehicles

Fort Chiswell, VA

No Photo

2006 Jeep Commander Base

Lenoir, NC

UnscoredLimited · 9
$4,788Mileage not verified

Comparison: 9 similar vehicles

Lenoir, NC

2008 Chrysler Aspen Limited

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

2008 Chrysler Aspen Limited

Mount Airy, NC

UnscoredInsufficient · 0
$4,800268,553 mi

Mount Airy, NC

2005 Subaru Forester XS

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

2005 Subaru Forester XS

Taylorsville, NC

UnscoredInsufficient · 0
$4,800142,495 mi

Taylorsville, NC

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Lenoir, NC

UnscoredModerate · 21
$4,900201,402 mi

Comparison: 21 similar vehicles

Lenoir, NC

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Hudson, NC

UnscoredInsufficient · 4
$4,900155,000 mi

Comparison: 4 similar vehicles

Hudson, NC

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Pilot Mountain, NC

UnscoredLimited · 7
$4,900217,000 mi

Comparison: 7 similar vehicles

Pilot Mountain, NC

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

Wilkesboro, NC

UnscoredInsufficient · 3
$4,975206,449 mi

Comparison: 3 similar vehicles

Wilkesboro, NC

2019 Chevrolet Equinox 2FL

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

2019 Chevrolet Equinox 2FL

Elkin, NC

UnscoredLimited · 13
$4,995208,658 mi

Comparison: 13 similar vehicles

Elkin, NC

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Township of Taylorsville, NC

UnscoredModerate · 22
$4,995168,415 mi

Comparison: 22 similar vehicles

Township of Taylorsville, NC

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Mount Airy, NC

UnscoredModerate · 21
$4,995187,628 mi

Comparison: 21 similar vehicles

Mount Airy, NC

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Abingdon, VA

UnscoredLimited · 9
$4,995158,969 mi

Comparison: 9 similar vehicles

Abingdon, VA

2008 Dodge Nitro SXT

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

2008 Dodge Nitro SXT

Vilas, NC

UnscoredInsufficient · 0
$4,99587,576 mi

Vilas, NC

2005 Volvo XC90 Base

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

2005 Volvo XC90 Base

Township of Taylorsville, NC

UnscoredInsufficient · 0
$4,995114,665 mi

Township of Taylorsville, NC

2003 Lexus RX 300

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

2003 Lexus RX 300

Township of Taylorsville, NC

UnscoredInsufficient · 0
$4,995226,311 mi

Township of Taylorsville, NC

2000 Cadillac Escalade Base

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

2000 Cadillac Escalade Base

Woodlawn, VA

UnscoredInsufficient · 0
$4,995206,045 mi

Woodlawn, VA

2000 Isuzu Rodeo LS

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

2000 Isuzu Rodeo LS

Township of Taylorsville, NC

UnscoredInsufficient · 0
$4,995129,773 mi

Township of Taylorsville, NC

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Lenoir, NC

UnscoredInsufficient · 3
$4,999170,435 mi

Comparison: 3 similar vehicles

Lenoir, NC

2001 GMC Jimmy SLT

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

2001 GMC Jimmy SLT

Lenoir, NC

UnscoredInsufficient · 0
$4,999130,711 mi

Lenoir, NC

2013 Kia Sorento SX

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

2013 Kia Sorento SX

Lenoir, NC

UnscoredInsufficient · 3
$5,198187,348 mi

Comparison: 3 similar vehicles

Lenoir, NC

2009 Kia Sportage LX

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

2009 Kia Sportage LX

Mount Airy, NC

UnscoredInsufficient · 3
$5,200168,182 mi

Comparison: 3 similar vehicles

Mount Airy, NC

2006 GMC Envoy SLE

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

2006 GMC Envoy SLE

Mount Airy, NC

UnscoredInsufficient · 0
$5,200163,064 mi

Mount Airy, NC

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Taylorsville, NC

UnscoredModerate · 29
$5,250133,810 mi

Comparison: 29 similar vehicles

Taylorsville, NC

2005 Honda CR-V SE

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

2005 Honda CR-V SE

Vilas, NC

UnscoredInsufficient · 0
$5,250205,051 mi

Vilas, NC

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Ronda, NC

UnscoredModerate · 32
$5,299139,029 mi

Comparison: 32 similar vehicles

Ronda, 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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