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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

297 listings found

2012 Dodge Avenger SXT

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

2012 Dodge Avenger SXT

Elizabeth City, NC

UnscoredInsufficient · 0
$3,89981,415 mi

Elizabeth City, NC

2001 Ford Taurus SES

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

2001 Ford Taurus SES

Chesapeake, VA

UnscoredInsufficient · 3
$4,390135,227 mi

Comparison: 3 similar vehicles

Chesapeake, VA

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Moyock, NC

UnscoredLimited · 17
$4,800168,278 mi

Comparison: 17 similar vehicles

Moyock, NC

2016 Kia Forte LX

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

2016 Kia Forte LX

Moyock, NC

UnscoredModerate · 20
$4,995168,309 mi

Comparison: 20 similar vehicles

Moyock, NC

2013 Ford Focus SE

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

2013 Ford Focus SE

Camden, NC

UnscoredLimited · 5
$4,995177,082 mi

Comparison: 5 similar vehicles

Camden, NC

2012 Kia Forte EX

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

2012 Kia Forte EX

Elizabeth City, NC

UnscoredLimited · 7
$4,995194,736 mi

Comparison: 7 similar vehicles

Elizabeth City, NC

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Moyock, NC

UnscoredInsufficient · 3
$4,995175,474 mi

Comparison: 3 similar vehicles

Moyock, NC

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Chesapeake, VA

UnscoredLimited · 7
$5,500136,520 mi

Comparison: 7 similar vehicles

Chesapeake, VA

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Powells Point, NC

UnscoredLimited · 9
$5,500186,000 mi

Comparison: 9 similar vehicles

Powells Point, NC

2014 Lincoln MKZ Base

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

2014 Lincoln MKZ Base

Elizabeth City, NC

UnscoredInsufficient · 3
$5,917Mileage not verified

Comparison: 3 similar vehicles

Elizabeth City, NC

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Camden, NC

UnscoredModerate · 21
$5,995150,163 mi

Comparison: 21 similar vehicles

Camden, NC

2016 Ford Focus SE

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

2016 Ford Focus SE

Moyock, NC

UnscoredLimited · 10
$5,995147,527 mi

Comparison: 10 similar vehicles

Moyock, NC

2015 Nissan Sentra SR

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

2015 Nissan Sentra SR

Moyock, NC

UnscoredLimited · 6
$5,995159,753 mi

Comparison: 6 similar vehicles

Moyock, NC

2015 Kia Optima LX

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

2015 Kia Optima LX

Camden, NC

UnscoredLimited · 15
$5,995150,406 mi

Comparison: 15 similar vehicles

Camden, NC

2012 Lincoln MKZ Hybrid

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

2012 Lincoln MKZ Hybrid

Moyock, NC

UnscoredInsufficient · 0
$5,995138,710 mi

Moyock, NC

2009 Mercedes-Benz C-Class C300 Luxury

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

2009 Mercedes-Benz C-Class C300 Luxury

Virginia Beach, VA

UnscoredInsufficient · 4
$6,000100,615 mi

Comparison: 4 similar vehicles

Virginia Beach, VA

2014 Chevrolet Impala 1LZ

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

2014 Chevrolet Impala 1LZ

Virginia Beach, VA

UnscoredInsufficient · 0
$6,400115,600 mi

Virginia Beach, VA

2013 Chevrolet Malibu 2SA

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

2013 Chevrolet Malibu 2SA

Camden, NC

UnscoredInsufficient · 0
$6,495187,535 mi

Camden, NC

2011 Kia Optima EX

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

2011 Kia Optima EX

Elizabeth City, NC

UnscoredInsufficient · 3
$6,789122,319 mi

Comparison: 3 similar vehicles

Elizabeth City, NC

2009 Honda Civic EX

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

2009 Honda Civic EX

Virginia Beach, VA

Fair PriceLimited · 12
$6,800115,619 mi

Market: $4,985 – $10,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Virginia Beach, VA

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Moyock, NC

UnscoredInsufficient · 0
$6,899108,958 mi

Moyock, NC

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Moyock, NC

UnscoredInsufficient · 0
$6,995160,785 mi

Moyock, NC

2013 Nissan Versa Sedan SV

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

2013 Nissan Versa Sedan SV

Chesapeake, VA

UnscoredInsufficient · 0
$7,000133,678 mi

Chesapeake, VA

2015 Volkswagen Jetta SEL

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

2015 Volkswagen Jetta SEL

Camden, NC

UnscoredInsufficient · 0
$7,495151,891 mi

Camden, NC

2010 Honda Accord LX

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

2010 Honda Accord LX

Camden, NC

UnscoredLimited · 13
$7,495164,331 mi

Comparison: 13 similar vehicles

Camden, NC

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Chesapeake, VA

OverpricedLimited · 10
$7,500104,911 mi

Market: $3,700 – $6,696

Comparison: 10 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Chesapeake, VA

2009 Toyota Camry Base

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

2009 Toyota Camry Base

Chesapeake, VA

UnscoredInsufficient · 3
$7,500191,292 mi

Comparison: 3 similar vehicles

Chesapeake, VA

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Edenton, NC

Fair PriceRobust · 65
$7,522118,220 mi

Market: $4,900 – $13,295

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Edenton, NC

2006 Lexus GS 300

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

2006 Lexus GS 300

Elizabeth City, NC

UnscoredLimited · 6
$7,89981,412 mi

Comparison: 6 similar vehicles

Elizabeth City, NC

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Virginia Beach, VA

UnscoredInsufficient · 3
$7,900110,898 mi

Comparison: 3 similar vehicles

Virginia Beach, VA

2011 Toyota Corolla S

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

2011 Toyota Corolla S

Elizabeth City, NC

UnscoredLimited · 14
$7,995140,832 mi

Comparison: 14 similar vehicles

Elizabeth City, NC

2017 Nissan Altima SR

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

2017 Nissan Altima SR

Virginia Beach, VA

UnscoredLimited · 5
$8,494130,328 mi

Comparison: 5 similar vehicles

Virginia Beach, VA

2018 Chevrolet Cruze LS

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

2018 Chevrolet Cruze LS

Virginia Beach, VA

UnscoredLimited · 5
$8,50087,662 mi

Comparison: 5 similar vehicles

Virginia Beach, VA

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

Elizabeth City, NC

UnscoredLimited · 5
$8,543152,862 mi

Comparison: 5 similar vehicles

Elizabeth City, NC

2010 Ford Taurus Limited

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

2010 Ford Taurus Limited

Chesapeake, VA

OverpricedModerate · 23
$8,56580,149 mi

Market: $4,800 – $7,900

Comparison: 23 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Chesapeake, VA

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Chesapeake, VA

UnscoredInsufficient · 4
$8,700124,834 mi

Comparison: 4 similar vehicles

Chesapeake, VA

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Harbinger, NC

Fair PriceModerate · 32
$8,744109,032 mi

Market: $3,995 – $9,436

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Harbinger, NC

2012 Chrysler 300 Limited

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

2012 Chrysler 300 Limited

Elizabeth City, NC

UnscoredLimited · 8
$8,778125,032 mi

Comparison: 8 similar vehicles

Elizabeth City, NC

2013 Mazda MAZDA3 i Sport

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

2013 Mazda MAZDA3 i Sport

Virginia Beach, VA

UnscoredLimited · 8
$8,90068,002 mi

Comparison: 8 similar vehicles

Virginia Beach, VA

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Elizabeth City, NC

OverpricedLimited · 10
$8,917123,418 mi

Market: $4,999 – $7,995

Comparison: 10 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Elizabeth City, NC

2016 Scion iA Base

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

2016 Scion iA Base

Elizabeth City, NC

UnscoredLimited · 6
$8,995151,826 mi

Comparison: 6 similar vehicles

Elizabeth City, NC

2015 Chevrolet Malibu 1LZ

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

2015 Chevrolet Malibu 1LZ

Moyock, NC

UnscoredInsufficient · 0
$8,995156,271 mi

Moyock, NC

2014 Audi A6 Premium Plus

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

2014 Audi A6 Premium Plus

Moyock, NC

UnscoredLimited · 7
$8,995162,587 mi

Comparison: 7 similar vehicles

Moyock, NC

2009 Buick Lucerne CX

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

2009 Buick Lucerne CX

Elizabeth City, NC

UnscoredInsufficient · 0
$8,995150,826 mi

Elizabeth City, NC

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Elizabeth City, NC

UnscoredLimited · 7
$9,495129,986 mi

Comparison: 7 similar vehicles

Elizabeth City, NC

2014 Chevrolet Impala Police Sedan

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

2014 Chevrolet Impala Police Sedan

Elizabeth City, NC

UnscoredInsufficient · 0
$9,49899,779 mi

Elizabeth City, NC

2014 Ford Fusion S

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

2014 Ford Fusion S

Elizabeth City, NC

UnscoredInsufficient · 0
$9,89581,467 mi

Elizabeth City, NC

2015 Audi A6 Premium Plus

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

2015 Audi A6 Premium Plus

Moyock, NC

UnscoredModerate · 20
$9,995142,637 mi

Comparison: 20 similar vehicles

Moyock, NC

No Photo

2014 Chevrolet Impala Police Sedan

Manteo, NC

UnscoredInsufficient · 0
$9,99539,751 mi

Manteo, NC

2014 Toyota Corolla LE

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

2014 Toyota Corolla LE

Camden, NC

UnscoredModerate · 24
$9,995150,914 mi

Comparison: 24 similar vehicles

Camden, 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 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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