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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

2,894 listings found

2001 Buick Century Custom

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

2001 Buick Century Custom

Elizabethton, TN

UnscoredInsufficient · 0
$1,800150,279 mi

Elizabethton, TN

No Photo

2005 Saturn ION 3

Lenoir, NC

UnscoredInsufficient · 0
$2,488159,087 mi

Lenoir, NC

No Photo

2004 Pontiac Grand Prix GT1

Lenoir, NC

UnscoredInsufficient · 0
$2,488327,899 mi

Lenoir, NC

No Photo

2006 Hyundai Sonata LX

Lenoir, NC

UnscoredLimited · 11
$2,588227,144 mi

Comparison: 11 similar vehicles

Lenoir, NC

2005 Nissan Sentra 1.8 S

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

2005 Nissan Sentra 1.8 S

Hudson, NC

UnscoredInsufficient · 0
$2,900180,000 mi

Hudson, NC

2000 Mercury Grand Marquis LS

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

2000 Mercury Grand Marquis LS

Morganton, NC

UnscoredInsufficient · 0
$2,995272,536 mi

Morganton, NC

2005 Honda Accord LX

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

2005 Honda Accord LX

Lenoir, NC

UnscoredLimited · 12
$2,999301,292 mi

Comparison: 12 similar vehicles

Lenoir, NC

2005 Lexus ES 330

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

2005 Lexus ES 330

Lenoir, NC

UnscoredLimited · 9
$2,999Mileage not verified

Comparison: 9 similar vehicles

Lenoir, NC

2002 Pontiac Bonneville SSEi

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

2002 Pontiac Bonneville SSEi

Valdese, NC

UnscoredInsufficient · 0
$2,999155,950 mi

Valdese, NC

2000 Toyota Camry CE

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

2000 Toyota Camry CE

Lenoir, NC

UnscoredInsufficient · 0
$2,999271,228 mi

Lenoir, NC

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Elizabethton, TN

UnscoredLimited · 7
$3,295286,287 mi

Comparison: 7 similar vehicles

Elizabethton, TN

2008 Nissan Altima S

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

2008 Nissan Altima S

Johnson City, TN

UnscoredLimited · 11
$3,299232,118 mi

Comparison: 11 similar vehicles

Johnson City, TN

2004 Saturn ION 3

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

2004 Saturn ION 3

Johnson City, TN

UnscoredInsufficient · 0
$3,299163,164 mi

Johnson City, TN

No Photo

2003 Toyota Avalon XL

Lenoir, NC

UnscoredLimited · 7
$3,488231,049 mi

Comparison: 7 similar vehicles

Lenoir, NC

2001 Ford Taurus SES

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

2001 Ford Taurus SES

Lenoir, NC

UnscoredLimited · 5
$3,499129,237 mi

Comparison: 5 similar vehicles

Lenoir, NC

2013 Nissan Sentra SL

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

2013 Nissan Sentra SL

Johnson City, TN

UnscoredLimited · 13
$3,500182,054 mi

Comparison: 13 similar vehicles

Johnson City, TN

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Bristol, VA

UnscoredModerate · 27
$3,500192,585 mi

Comparison: 27 similar vehicles

Bristol, VA

2006 Nissan Altima S

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

2006 Nissan Altima S

Hudson, NC

UnscoredInsufficient · 0
$3,500128,000 mi

Hudson, NC

2012 Hyundai Elantra Limited

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

2012 Hyundai Elantra Limited

Hudson, NC

UnscoredLimited · 10
$3,600176,000 mi

Comparison: 10 similar vehicles

Hudson, NC

2008 Toyota Avalon XLS

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

2008 Toyota Avalon XLS

Lenoir, NC

UnscoredInsufficient · 0
$3,799253,309 mi

Lenoir, NC

2016 Chevrolet Impala 1LT

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

2016 Chevrolet Impala 1LT

Johnson City, TN

Salvage title
$3,800164,406 mi

Johnson City, TN

2015 Nissan Versa Sedan S Plus

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

2015 Nissan Versa Sedan S Plus

Erwin, TN

UnscoredLimited · 10
$3,900145,153 mi

Comparison: 10 similar vehicles

Erwin, TN

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Hudson, NC

UnscoredLimited · 5
$3,900180,000 mi

Comparison: 5 similar vehicles

Hudson, NC

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Hudson, NC

UnscoredInsufficient · 4
$3,900148,000 mi

Comparison: 4 similar vehicles

Hudson, NC

2007 Chevrolet Impala LTZ

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

2007 Chevrolet Impala LTZ

Kingsport, TN

UnscoredInsufficient · 0
$3,900176,917 mi

Kingsport, TN

2000 Hyundai Elantra GLS

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

2000 Hyundai Elantra GLS

Hudson, NC

UnscoredInsufficient · 0
$3,90064,000 mi

Hudson, NC

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Kingsport, TN

UnscoredModerate · 41
$3,950264,489 mi

Comparison: 41 similar vehicles

Kingsport, TN

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Lenoir, NC

UnscoredLimited · 11
$3,995180,531 mi

Comparison: 11 similar vehicles

Lenoir, NC

2014 Subaru Impreza 2.0I

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

2014 Subaru Impreza 2.0I

Morganton, NC

UnscoredLimited · 5
$3,995199,980 mi

Comparison: 5 similar vehicles

Morganton, NC

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Asheville, NC

UnscoredInsufficient · 4
$3,995221,173 mi

Comparison: 4 similar vehicles

Asheville, NC

2008 Pontiac G6

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

2008 Pontiac G6

Marion, NC

UnscoredInsufficient · 0
$3,995230,843 mi

Marion, NC

No Photo

2008 Chevrolet Aveo LS

Elizabethton, TN

UnscoredInsufficient · 0
$3,995112,084 mi

Elizabethton, TN

2007 Kia New Optima LX

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

2007 Kia New Optima LX

Morganton, NC

UnscoredInsufficient · 0
$3,995177,511 mi

Morganton, NC

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Kingsport, TN

UnscoredInsufficient · 0
$3,999176,177 mi

Kingsport, TN

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Lenoir, NC

UnscoredModerate · 20
$3,999245,335 mi

Comparison: 20 similar vehicles

Lenoir, NC

2003 Honda Accord LX

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

2003 Honda Accord LX

Kingsport, TN

UnscoredLimited · 8
$3,999212,956 mi

Comparison: 8 similar vehicles

Kingsport, TN

2000 Lincoln Town Car SIGNATURE

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

2000 Lincoln Town Car SIGNATURE

Kingsport, TN

UnscoredInsufficient · 0
$3,999105,403 mi

Kingsport, TN

2007 Subaru Legacy I Special Edition

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

2007 Subaru Legacy I Special Edition

Zionville, NC

UnscoredInsufficient · 0
$4,195180,000 mi

Zionville, NC

2003 Subaru Outback LIMITED

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

2003 Subaru Outback LIMITED

Johnson City, TN

UnscoredInsufficient · 0
$4,388244,569 mi

Johnson City, TN

2004 Lexus ES 330

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

2004 Lexus ES 330

Lenoir, NC

UnscoredLimited · 9
$4,399223,870 mi

Comparison: 9 similar vehicles

Lenoir, NC

2011 Nissan Versa S

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

2011 Nissan Versa S

Gray, TN

UnscoredLimited · 6
$4,488158,783 mi

Comparison: 6 similar vehicles

Gray, TN

2006 Toyota Corolla S

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

2006 Toyota Corolla S

Asheville, NC

UnscoredInsufficient · 0
$4,490235,258 mi

Asheville, NC

2001 Honda Accord EX Leather

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

2001 Honda Accord EX Leather

Asheville, NC

UnscoredInsufficient · 4
$4,490251,181 mi

Comparison: 4 similar vehicles

Asheville, NC

2006 Mitsubishi Lancer OZ-Rally

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

2006 Mitsubishi Lancer OZ-Rally

Valdese, NC

UnscoredInsufficient · 0
$4,499204,271 mi

Valdese, NC

2011 Ford Fusion S

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

2011 Ford Fusion S

Candler, NC

UnscoredInsufficient · 0
$4,500162,178 mi

Candler, NC

2009 Ford Focus SEL

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

2009 Ford Focus SEL

Candler, NC

UnscoredInsufficient · 3
$4,500160,000 mi

Comparison: 3 similar vehicles

Candler, NC

2001 Lexus ES 300

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

2001 Lexus ES 300

Johnson City, TN

UnscoredInsufficient · 0
$4,500212,861 mi

Johnson City, TN

2014 Ford Focus SE

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

2014 Ford Focus SE

Bristol, TN

UnscoredRobust · 90
$4,599130,286 mi

Comparison: 90 similar vehicles

Bristol, TN

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Bristol, TN

UnscoredLimited · 16
$4,600154,026 mi

Comparison: 16 similar vehicles

Bristol, TN

2012 Subaru Legacy I Limited

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

2012 Subaru Legacy I Limited

Lenoir, NC

UnscoredInsufficient · 0
$4,698214,524 mi

Lenoir, 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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