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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 · November 10, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

127 listings found

2000 Toyota Celica GT

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

2000 Toyota Celica GT

Amherst, VA

UnscoredInsufficient · 0
$3,999238,648 mi

Amherst, VA

2010 Nissan Altima S

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

2010 Nissan Altima S

Madison Heights, VA

Fair PriceModerate · 25
$4,798105,965 mi

Market: $3,400 – $7,999

Comparison: 25 similar vehicles

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

Madison Heights, VA

2013 Chevrolet Camaro 2LT

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

2013 Chevrolet Camaro 2LT

Amherst, VA

Unscored
$4,999281,433 mi

Comparison: 9 similar vehicles

Amherst, VA

2006 Toyota Camry Solara SLE

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

2006 Toyota Camry Solara SLE

Amherst, VA

Unscored
$4,999Mileage not verified

Comparison: 5 similar vehicles

Amherst, VA

2007 Ford Mustang Premium

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

2007 Ford Mustang Premium

Powhatan, VA

UnscoredInsufficient · 3
$5,400108,950 mi

Comparison: 3 similar vehicles

Powhatan, VA

2008 Honda Accord LX-S

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

2008 Honda Accord LX-S

Madison Heights, VA

UnscoredInsufficient · 0
$5,495163,950 mi

Madison Heights, VA

2005 Mercedes-Benz CLK-Class CLK320

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

2005 Mercedes-Benz CLK-Class CLK320

Henderson, NC

UnscoredInsufficient · 0
$5,495196,300 mi

Henderson, NC

2012 Nissan Altima SR

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

2012 Nissan Altima SR

Madison Heights, VA

Fair PriceLimited · 10
$5,995114,120 mi

Market: $3,998 – $11,077

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Madison Heights, VA

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Madison Heights, VA

Unscored
$6,495196,450 mi

Comparison: 15 similar vehicles

Madison Heights, VA

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Farmville, VA

Unscored
$6,991119,748 mi

Comparison: 45 similar vehicles

Farmville, VA

2001 Honda Accord EX

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

2001 Honda Accord EX

Powhatan, VA

UnscoredInsufficient · 0
$7,40056,091 mi

Powhatan, VA

2011 Scion tC Base

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

2011 Scion tC Base

Lynchburg, VA

UnscoredInsufficient · 3
$7,995152,450 mi

Comparison: 3 similar vehicles

Lynchburg, VA

2010 Honda Accord LX-S

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

2010 Honda Accord LX-S

Lynchburg, VA

UnscoredInsufficient · 0
$7,99560,123 mi

Lynchburg, VA

2016 Honda Civic LX-P

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

2016 Honda Civic LX-P

Rustburg, VA

Salvage title
$9,49574,527 mi

Rustburg, VA

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Henderson, NC

Unscored
$9,500168,000 mi

Comparison: 14 similar vehicles

Henderson, 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

Lynchburg, VA

Fair PriceModerate · 34
$9,899101,166 mi

Market: $3,999 – $10,299

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Lynchburg, VA

2004 Mazda RX-8 - MT

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

2004 Mazda RX-8 - MT

Lynchburg, VA

UnscoredInsufficient · 0
$9,97571,103 mi

Lynchburg, VA

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

South Boston, VA

Unscored
$9,995173,101 mi

Comparison: 15 similar vehicles

South Boston, VA

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Henderson, NC

Fair PriceRobust · 53
$10,899100,650 mi

Market: $7,695 – $19,996

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 214 days listed (based on current market benchmarks)

Henderson, NC

2014 Hyundai Elantra Coupe Base

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

2014 Hyundai Elantra Coupe Base

Roxboro, NC

UnscoredInsufficient · 3
$10,950102,474 mi

Comparison: 3 similar vehicles

Roxboro, NC

2012 INFINITI G Coupe 37x

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

2012 INFINITI G Coupe 37x

Roxboro, NC

UnscoredInsufficient · 0
$10,950163,459 mi

Roxboro, NC

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Lynchburg, VA

Unscored
$10,995119,837 mi

Comparison: 5 similar vehicles

Lynchburg, VA

No Photo

2015 Chevrolet Camaro 1LT

Lynchburg, VA

Fair PriceRobust · 72
$11,99598,123 mi

Market: $4,999 – $23,500

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Lynchburg, VA

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Lynchburg, VA

Fair PriceModerate · 48
$11,99584,143 mi

Market: $6,991 – $18,990

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 323 days listed (based on current market benchmarks)

Lynchburg, VA

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Henderson, NC

UnscoredInsufficient · 3
$11,99570,145 mi

Comparison: 3 similar vehicles

Henderson, NC

2020 Honda Civic EX

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

2020 Honda Civic EX

Lynchburg, VA

Great DealRobust · 114
$12,99584,123 mi

Market: $13,794 – $21,398

Comparison: 114 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 89 days listed (based on current market benchmarks)

Lynchburg, VA

2011 Chevrolet Camaro 2LS

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

2011 Chevrolet Camaro 2LS

Lynchburg, VA

UnscoredInsufficient · 0
$12,995132,161 mi

Lynchburg, VA

2001 Ford Mustang GT

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

2001 Ford Mustang GT

Madison Heights, VA

UnscoredInsufficient · 3
$12,99571,076 mi

Comparison: 3 similar vehicles

Madison Heights, VA

2006 Ford Mustang GT Deluxe

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

2006 Ford Mustang GT Deluxe

Powhatan, VA

Fair PriceModerate · 44
$13,50080,046 mi

Market: $7,200 – $15,890

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Powhatan, VA

2016 Honda Civic EX

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

2016 Honda Civic EX

Lynchburg, VA

Unscored
$13,798125,954 mi

Comparison: 193 similar vehicles

Lynchburg, VA

2010 Dodge Challenger R/T

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

2010 Dodge Challenger R/T

Farmville, VA

Unscored
$14,676116,465 mi

Comparison: 5 similar vehicles

Farmville, VA

No Photo

2011 Dodge Challenger R/T

South Boston, VA

Unscored
$14,97593,569 mi

Comparison: 5 similar vehicles

South Boston, VA

No Photo

2017 Ford Mustang EcoBoost Premium

Lynchburg, VA

Fair PriceModerate · 40
$14,995113,883 mi

Market: $13,899 – $19,995

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Lynchburg, VA

2014 Audi S5 Premium Plus

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

2014 Audi S5 Premium Plus

Lynchburg, VA

UnscoredInsufficient · 4
$14,999116,000 mi

Comparison: 4 similar vehicles

Lynchburg, VA

2017 Dodge Challenger R/T

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

2017 Dodge Challenger R/T

Lynchburg, VA

Fair PriceModerate · 25
$16,995110,786 mi

Market: $15,846 – $27,995

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Lynchburg, VA

2013 Mercedes-Benz E-Class E350

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

2013 Mercedes-Benz E-Class E350

Lynchburg, VA

UnscoredInsufficient · 0
$17,99543,830 mi

Lynchburg, VA

2010 Dodge Challenger R/T

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

2010 Dodge Challenger R/T

Lynchburg, VA

Unscored
$17,99968,000 mi

Comparison: 5 similar vehicles

Lynchburg, VA

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

South Boston, VA

Fair PriceRobust · 50
$19,94474,550 mi

Market: $11,499 – $23,069

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

South Boston, VA

2015 Ford Mustang EcoBoost Premium

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

2015 Ford Mustang EcoBoost Premium

Lynchburg, VA

Fair PriceModerate · 25
$19,99584,214 mi

Market: $8,999 – $20,686

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Lynchburg, VA

2018 Honda Civic EX-T

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

2018 Honda Civic EX-T

Lynchburg, VA

UnscoredInsufficient · 0
$20,99841,229 mi

Lynchburg, VA

2022 Toyota GR86 Premium

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

2022 Toyota GR86 Premium

Rustburg, VA

Salvage title
$21,90026,145 mi

Rustburg, VA

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Forest, VA

Unscored
$24,39479,782 mi

Comparison: 8 similar vehicles

Forest, VA

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Lynchburg, VA

Unscored
$24,59977,340 mi

Comparison: 5 similar vehicles

Lynchburg, VA

2013 Chevrolet Camaro 2SS

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

2013 Chevrolet Camaro 2SS

Madison Heights, VA

Unscored
$24,89568,860 mi

Comparison: 6 similar vehicles

Madison Heights, VA

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Mckenney, VA

UnscoredInsufficient · 3
$24,90066,584 mi

Comparison: 3 similar vehicles

Mckenney, VA

No Photo

2011 Ford Mustang GT Premium

Lynchburg, VA

UnscoredInsufficient · 0
$24,99537,183 mi

Lynchburg, VA

2004 Ford Mustang Mach 1

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

2004 Ford Mustang Mach 1

Lynchburg, VA

UnscoredInsufficient · 0
$24,99530,602 mi

Lynchburg, VA

2020 INFINITI Q60 Coupe LUXE

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

2020 INFINITI Q60 Coupe LUXE

Rustburg, VA

Salvage title
$26,95026,927 mi

Rustburg, VA

2017 Ford Mustang GT

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

2017 Ford Mustang GT

Farmville, VA

Fair PriceRobust · 50
$27,29966,923 mi

Market: $20,995 – $28,995

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Farmville, VA

2023 Chevrolet Camaro 1LT

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

2023 Chevrolet Camaro 1LT

Madison Heights, VA

OverpricedLimited · 10
$27,47734,838 mi

Market: $22,795 – $25,999

Comparison: 10 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Madison Heights, VA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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