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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

136 listings found

No Photo

2003 Honda Civic LX

Shenandoah, VA

UnscoredLimited · 5
$4,995198,179 mi

Comparison: 5 similar vehicles

Shenandoah, VA

2007 Honda Civic LX

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

2007 Honda Civic LX

Culpeper, VA

Fair PriceLimited · 13
$5,50096,930 mi

Market: $4,399 – $8,984

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Culpeper, VA

2007 Honda Civic LX

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

2007 Honda Civic LX

Charlottesville, VA

UnscoredModerate · 29
$6,995120,536 mi

Comparison: 29 similar vehicles

Charlottesville, VA

2013 INFINITI G Coupe 37x

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

2013 INFINITI G Coupe 37x

Harrisonburg, VA

UnscoredInsufficient · 0
$7,900171,673 mi

Harrisonburg, VA

2013 Honda Civic LX

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

2013 Honda Civic LX

Culpeper, VA

UnscoredLimited · 16
$8,450123,583 mi

Comparison: 16 similar vehicles

Culpeper, VA

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

Harrisonburg, VA

UnscoredLimited · 9
$8,500100,125 mi

Comparison: 9 similar vehicles

Harrisonburg, VA

2013 Honda Civic SI

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

2013 Honda Civic SI

Harrisonburg, VA

UnscoredLimited · 16
$8,900162,100 mi

Comparison: 16 similar vehicles

Harrisonburg, VA

2016 BMW 2 Series 228i

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

2016 BMW 2 Series 228i

Strasburg, VA

Fair PriceLimited · 10
$8,999113,888 mi

Market: $8,999 – $19,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 166 days listed (based on current market benchmarks)

Strasburg, VA

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Charlottesville, VA

UnscoredModerate · 31
$9,495154,537 mi

Comparison: 31 similar vehicles

Charlottesville, VA

2012 Chevrolet Camaro 2LT

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

2012 Chevrolet Camaro 2LT

Staunton, VA

UnscoredLimited · 13
$9,595191,998 mi

Comparison: 13 similar vehicles

Staunton, VA

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Charlottesville, VA

UnscoredLimited · 8
$9,895133,037 mi

Comparison: 8 similar vehicles

Charlottesville, VA

2010 BMW 3 Series 328i

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

2010 BMW 3 Series 328i

Culpeper, VA

Fair PriceLimited · 10
$9,95083,833 mi

Market: $4,900 – $10,275

Comparison: 10 similar vehicles

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

Culpeper, VA

2004 Mazda RX-8 - AT

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

2004 Mazda RX-8 - AT

Charlottesville, VA

UnscoredInsufficient · 0
$9,99595,180 mi

Charlottesville, VA

2005 Honda Accord EX

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

2005 Honda Accord EX

Harrisonburg, VA

Fair PriceRobust · 53
$9,99871,197 mi

Market: $3,995 – $10,995

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Harrisonburg, VA

2014 Ford Mustang V6 Premium

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

2014 Ford Mustang V6 Premium

Front Royal, VA

Fair PriceLimited · 11
$10,140116,744 mi

Market: $5,000 – $17,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Front Royal, VA

1998 Chevrolet Camaro Base

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

1998 Chevrolet Camaro Base

McGaheysville, VA

UnscoredInsufficient · 0
$10,90026,875 mi

McGaheysville, VA

2013 Honda Accord EX-L

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

2013 Honda Accord EX-L

Waynesboro, VA

UnscoredRobust · 107
$10,995174,521 mi

Comparison: 107 similar vehicles

Waynesboro, VA

2016 BMW 4 Series 428i

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

2016 BMW 4 Series 428i

Strasburg, VA

Fair PriceModerate · 26
$10,999107,160 mi

Market: $10,394 – $23,998

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 275 days listed (based on current market benchmarks)

Strasburg, VA

2005 Ford Mustang Deluxe

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

2005 Ford Mustang Deluxe

Penn Laird, VA

UnscoredInsufficient · 0
$11,09959,253 mi

Penn Laird, VA

2012 Ford Mustang V6 Premium

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

2012 Ford Mustang V6 Premium

Waynesboro, VA

UnscoredLimited · 6
$11,29990,002 mi

Comparison: 6 similar vehicles

Waynesboro, VA

2013 Honda Civic EX

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

2013 Honda Civic EX

Staunton, VA

Fair PriceModerate · 38
$11,49580,641 mi

Market: $2,500 – $14,495

Comparison: 38 similar vehicles

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

Staunton, 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

Front Royal, VA

UnscoredInsufficient · 3
$11,778149,782 mi

Comparison: 3 similar vehicles

Front Royal, VA

2012 BMW 3 Series 335i

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

2012 BMW 3 Series 335i

Culpeper, VA

UnscoredInsufficient · 0
$11,988103,983 mi

Culpeper, VA

2016 Kia Forte Koup EX

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

2016 Kia Forte Koup EX

Ruckersville, VA

UnscoredInsufficient · 0
$11,99573,996 mi

Ruckersville, VA

2015 Ford Mustang V6

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

2015 Ford Mustang V6

Culpeper, VA

Fair PriceLimited · 16
$12,780108,185 mi

Market: $11,995 – $20,998

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Culpeper, VA

2008 Chrysler Crossfire Limited

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

2008 Chrysler Crossfire Limited

Penn Laird, VA

UnscoredLimited · 5
$13,09965,233 mi

Comparison: 5 similar vehicles

Penn Laird, VA

2018 Honda Civic LX-P

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

2018 Honda Civic LX-P

Charlottesville, VA

UnscoredLimited · 6
$13,880124,328 mi

Comparison: 6 similar vehicles

Charlottesville, VA

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Strasburg, VA

Fair PriceLimited · 10
$13,99991,500 mi

Market: $9,195 – $15,466

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Strasburg, VA

2010 Ford Mustang GT Premium

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

2010 Ford Mustang GT Premium

Culpeper, VA

UnscoredInsufficient · 0
$14,898106,769 mi

Culpeper, VA

2010 Ford Mustang GT

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

2010 Ford Mustang GT

Madison, VA

UnscoredInsufficient · 0
$15,85036,190 mi

Madison, VA

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Front Royal, VA

UnscoredInsufficient · 4
$15,995106,005 mi

Comparison: 4 similar vehicles

Front Royal, VA

2004 Ford Mustang GT Premium

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

2004 Ford Mustang GT Premium

Luray, VA

UnscoredInsufficient · 0
$16,90043,455 mi

Luray, VA

2019 Honda Civic EX

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

2019 Honda Civic EX

Front Royal, VA

UnscoredRobust · 53
$16,995127,690 mi

Comparison: 53 similar vehicles

Front Royal, VA

2009 Dodge Challenger R/T

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

2009 Dodge Challenger R/T

Staunton, VA

UnscoredInsufficient · 3
$16,99590,131 mi

Comparison: 3 similar vehicles

Staunton, VA

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Culpeper, VA

UnscoredLimited · 7
$16,99970,836 mi

Comparison: 7 similar vehicles

Culpeper, VA

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Culpeper, VA

Fair PriceModerate · 25
$16,99994,726 mi

Market: $15,500 – $22,703

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Culpeper, VA

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Culpeper, VA

UnscoredLimited · 5
$16,99980,066 mi

Comparison: 5 similar vehicles

Culpeper, VA

2015 Honda Civic Si

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

2015 Honda Civic Si

Penn Laird, VA

UnscoredLimited · 15
$17,099134,352 mi

Comparison: 15 similar vehicles

Penn Laird, VA

2012 Maserati GranTurismo S

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

2012 Maserati GranTurismo S

Harrisonburg, VA

UnscoredInsufficient · 0
$18,80063,483 mi

Harrisonburg, VA

2015 Lexus RC 350

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

2015 Lexus RC 350

Culpeper, VA

UnscoredLimited · 13
$18,984150,628 mi

Comparison: 13 similar vehicles

Culpeper, VA

2012 Ford Mustang GT

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

2012 Ford Mustang GT

Culpeper, VA

UnscoredLimited · 9
$18,98887,333 mi

Comparison: 9 similar vehicles

Culpeper, VA

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Penn Laird, VA

UnscoredInsufficient · 0
$19,09957,955 mi

Penn Laird, VA

2011 Chevrolet Camaro 2SS

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

2011 Chevrolet Camaro 2SS

Staunton, VA

UnscoredInsufficient · 4
$19,500106,883 mi

Comparison: 4 similar vehicles

Staunton, VA

2018 Honda Civic Si

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

2018 Honda Civic Si

Charlottesville, VA

Fair PriceModerate · 39
$19,79890,169 mi

Market: $14,490 – $23,998

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Charlottesville, VA

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Harrisonburg, VA

Fair PriceModerate · 28
$19,90068,000 mi

Market: $15,500 – $22,703

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Harrisonburg, VA

2018 Honda Civic Si

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

2018 Honda Civic Si

Harrisonburg, VA

Great DealModerate · 21
$21,10060,000 mi

Market: $25,712 – $26,795

Comparison: 21 similar vehicles

Competitively priced ~18% below the typical range compared to similar vehicles · 1081 days listed (based on current market benchmarks)

Harrisonburg, VA

2013 Ford Mustang GT

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

2013 Ford Mustang GT

Charlottesville, VA

OverpricedLimited · 10
$21,185131,662 mi

Market: $18,394 – $19,999

Comparison: 10 similar vehicles

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

Charlottesville, 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

Harrisonburg, VA

UnscoredLimited · 10
$21,99841,229 mi

Comparison: 10 similar vehicles

Harrisonburg, VA

2022 Chevrolet Camaro 1LT

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

2022 Chevrolet Camaro 1LT

Edinburg, VA

UnscoredInsufficient · 4
$22,00060,191 mi

Comparison: 4 similar vehicles

Edinburg, VA

2020 Ford Mustang EcoBoost Premium

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

2020 Ford Mustang EcoBoost Premium

Harrisonburg, VA

UnscoredLimited · 8
$22,89953,719 mi

Comparison: 8 similar vehicles

Harrisonburg, VA

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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