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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 18, 2026

6M+

Unique vehicles analyzed

as of October 17, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

34,968 listings found

2012 Honda Civic LX

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

2012 Honda Civic LX

Kannapolis, NC

UnscoredLimited · 17
$1,200140,621 mi

Comparison: 17 similar vehicles

Kannapolis, NC

2012 Nissan Altima S

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

2012 Nissan Altima S

Elizabethtown, NC

UnscoredRobust · 94
$1,200167,121 mi

Comparison: 94 similar vehicles

Elizabethtown, NC

1999 Buick Park Avenue Base

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

1999 Buick Park Avenue Base

Camden, NC

UnscoredInsufficient · 0
$1,295143,412 mi

Camden, NC

2009 Acura TL Technology Package

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

2009 Acura TL Technology Package

Kannapolis, NC

UnscoredInsufficient · 4
$1,400175,940 mi

Comparison: 4 similar vehicles

Kannapolis, NC

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Hamlet, NC

UnscoredInsufficient · 0
$1,400127,210 mi

Hamlet, NC

No Photo

2017 Chevrolet Sonic LS

Winston-Salem, NC

UnscoredInsufficient · 3
$1,500112,862 mi

Comparison: 3 similar vehicles

Winston-Salem, NC

2013 Nissan Versa Sedan S

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

2013 Nissan Versa Sedan S

Thomasville, NC

UnscoredInsufficient · 3
$1,800114,260 mi

Comparison: 3 similar vehicles

Thomasville, NC

2002 Saturn S-Series SL

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

2002 Saturn S-Series SL

Charlotte, NC

UnscoredInsufficient · 0
$1,850281,111 mi

Charlotte, NC

2005 Toyota Avalon XL

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

2005 Toyota Avalon XL

Charlotte, NC

UnscoredInsufficient · 0
$1,95089,537 mi

Charlotte, NC

2005 Nissan Maxima SE

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

2005 Nissan Maxima SE

Fayetteville, NC

UnscoredInsufficient · 3
$1,995267,650 mi

Comparison: 3 similar vehicles

Fayetteville, NC

2003 Lexus ES 300

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

2003 Lexus ES 300

Thomasville, NC

UnscoredInsufficient · 3
$1,999211,000 mi

Comparison: 3 similar vehicles

Thomasville, NC

2016 Mazda MAZDA3 i Touring

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

2016 Mazda MAZDA3 i Touring

Winston-Salem, NC

UnscoredModerate · 23
$2,000152,355 mi

Comparison: 23 similar vehicles

Winston-Salem, NC

2015 Acura ILX

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

2015 Acura ILX

Kannapolis, NC

UnscoredInsufficient · 0
$2,000129,480 mi

Kannapolis, NC

2010 Buick Lucerne CXL

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

2010 Buick Lucerne CXL

Stanley, NC

UnscoredInsufficient · 4
$2,000153,790 mi

Comparison: 4 similar vehicles

Stanley, NC

2009 Nissan Altima S

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

2009 Nissan Altima S

Wilmington, NC

UnscoredLimited · 12
$2,000188,216 mi

Comparison: 12 similar vehicles

Wilmington, NC

2005 Cadillac STS Base

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

2005 Cadillac STS Base

Charlotte, NC

UnscoredLimited · 7
$2,000165,507 mi

Comparison: 7 similar vehicles

Charlotte, NC

2014 Mitsubishi Lancer ES

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

2014 Mitsubishi Lancer ES

Garner, NC

Salvage title
$2,200171,678 mi

Garner, NC

2006 Ford Taurus SEL

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

2006 Ford Taurus SEL

Durham, NC

UnscoredInsufficient · 0
$2,200210,000 mi

Durham, NC

2002 Chevrolet Malibu Base

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

2002 Chevrolet Malibu Base

Burlington, NC

UnscoredInsufficient · 0
$2,200199,980 mi

Burlington, NC

2009 Ford Focus SES

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

2009 Ford Focus SES

Henderson, NC

UnscoredLimited · 6
$2,250204,450 mi

Comparison: 6 similar vehicles

Henderson, NC

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Ayden, NC

UnscoredInsufficient · 3
$2,250224,215 mi

Comparison: 3 similar vehicles

Ayden, NC

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Bethel, NC

UnscoredLimited · 5
$2,295295,291 mi

Comparison: 5 similar vehicles

Bethel, NC

2000 Honda Accord EX LEATHER

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

2000 Honda Accord EX LEATHER

Fayetteville, NC

UnscoredInsufficient · 0
$2,300204,477 mi

Fayetteville, NC

2002 Buick Regal LS

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

2002 Buick Regal LS

Ayden, NC

UnscoredInsufficient · 0
$2,450151,790 mi

Ayden, NC

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

2010 Ford Focus S

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

2010 Ford Focus S

Zebulon, NC

UnscoredInsufficient · 0
$2,495166,416 mi

Zebulon, NC

2005 Acura RL Base

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

2005 Acura RL Base

Bethel, NC

UnscoredInsufficient · 3
$2,495283,574 mi

Comparison: 3 similar vehicles

Bethel, NC

2002 Buick Century Custom

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

2002 Buick Century Custom

Fayetteville, NC

UnscoredInsufficient · 0
$2,495Mileage not verified

Fayetteville, NC

2005 Hyundai Sonata LX

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

2005 Hyundai Sonata LX

Mocksville, NC

UnscoredInsufficient · 0
$2,499160,601 mi

Mocksville, 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

Hope Mills, NC

UnscoredLimited · 13
$2,500190,060 mi

Comparison: 13 similar vehicles

Hope Mills, NC

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Henderson, NC

UnscoredLimited · 15
$2,500336,067 mi

Comparison: 15 similar vehicles

Henderson, NC

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Leland, NC

UnscoredLimited · 11
$2,500114,560 mi

Comparison: 11 similar vehicles

Leland, NC

2012 Chevrolet Impala 1FL

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

2012 Chevrolet Impala 1FL

Concord, NC

Salvage title
$2,500215,635 mi

Concord, NC

2009 Pontiac G6

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

2009 Pontiac G6

Fayetteville, NC

UnscoredInsufficient · 3
$2,500193,795 mi

Comparison: 3 similar vehicles

Fayetteville, NC

2009 Mercedes-Benz E-Class E350 Sport/Luxury

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

2009 Mercedes-Benz E-Class E350 Sport/Luxury

Indian Trail, NC

UnscoredInsufficient · 0
$2,500208,550 mi

Indian Trail, NC

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Winston-Salem, NC

UnscoredInsufficient · 4
$2,500248,000 mi

Comparison: 4 similar vehicles

Winston-Salem, NC

2007 Lexus LS Base

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

2007 Lexus LS Base

Winston-Salem, NC

UnscoredModerate · 25
$2,500184,161 mi

Comparison: 25 similar vehicles

Winston-Salem, NC

2007 BMW 3 Series 328xi

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

2007 BMW 3 Series 328xi

Winston-Salem, NC

UnscoredLimited · 5
$2,500178,910 mi

Comparison: 5 similar vehicles

Winston-Salem, NC

2006 Honda Civic EX

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

2006 Honda Civic EX

Concord, NC

UnscoredInsufficient · 4
$2,500210,980 mi

Comparison: 4 similar vehicles

Concord, NC

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Wendell, NC

UnscoredLimited · 10
$2,500228,888 mi

Comparison: 10 similar vehicles

Wendell, NC

2005 Ford Five Hundred SE

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

2005 Ford Five Hundred SE

Concord, NC

UnscoredInsufficient · 0
$2,500227,550 mi

Concord, NC

2005 Honda Accord HYBRID

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

2005 Honda Accord HYBRID

Durham, NC

UnscoredInsufficient · 0
$2,500225,000 mi

Durham, NC

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Durham, NC

UnscoredLimited · 11
$2,500250,000 mi

Comparison: 11 similar vehicles

Durham, NC

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Concord, NC

UnscoredInsufficient · 4
$2,588255,422 mi

Comparison: 4 similar vehicles

Concord, NC

No Photo

2006 Hyundai Sonata LX

Lenoir, NC

UnscoredLimited · 11
$2,588227,144 mi

Comparison: 11 similar vehicles

Lenoir, NC

2003 Lexus ES 300

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

2003 Lexus ES 300

Bethel, NC

UnscoredInsufficient · 3
$2,599310,393 mi

Comparison: 3 similar vehicles

Bethel, NC

2014 Chevrolet Impala 2LT

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

2014 Chevrolet Impala 2LT

Winston-Salem, NC

UnscoredLimited · 7
$2,600130,000 mi

Comparison: 7 similar vehicles

Winston-Salem, NC

2000 Mercedes-Benz E-Class E430 Sedan

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

2000 Mercedes-Benz E-Class E430 Sedan

Grimesland, NC

UnscoredInsufficient · 0
$2,600239,526 mi

Grimesland, NC

2006 Hyundai Elantra GLS

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

2006 Hyundai Elantra GLS

Roseboro, NC

UnscoredInsufficient · 0
$2,650177,500 mi

Roseboro, NC

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 manage their profile, 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, exports, and enhanced merchandising.
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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