Skip to main content
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 22, 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

88 listings found

2007 Scion tC Base

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

2007 Scion tC Base

Bunker Hill, WV

UnscoredInsufficient · 0
$1,995210,000 mi

Bunker Hill, WV

2010 Hyundai Genesis Coupe Base

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

2010 Hyundai Genesis Coupe Base

Winchester, VA

UnscoredInsufficient · 3
$4,600145,947 mi

Comparison: 3 similar vehicles

Winchester, VA

No Photo

2003 Toyota Echo Base

Winchester, VA

UnscoredInsufficient · 0
$4,950138,001 mi

Winchester, VA

2002 Ford Mustang Standard

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

2002 Ford Mustang Standard

Winchester, VA

UnscoredInsufficient · 0
$5,599223,919 mi

Winchester, VA

2002 Chevrolet Monte Carlo SS

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

2002 Chevrolet Monte Carlo SS

Winchester, VA

UnscoredInsufficient · 0
$7,09477,325 mi

Winchester, 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

Stoystown, PA

UnscoredModerate · 34
$7,50085,382 mi

Comparison: 34 similar vehicles

Stoystown, PA

2015 Honda Civic LX

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

2015 Honda Civic LX

Winchester, VA

UnscoredLimited · 9
$8,495126,697 mi

Comparison: 9 similar vehicles

Winchester, VA

2009 Honda Civic LX

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

2009 Honda Civic LX

Winchester, VA

UnscoredLimited · 6
$8,89892,347 mi

Comparison: 6 similar vehicles

Winchester, VA

2015 Honda Civic LX

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

2015 Honda Civic LX

Winchester, VA

Salvage title
$8,990132,473 mi

Winchester, 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

2013 Honda Accord EX

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

2013 Honda Accord EX

Winchester, VA

Salvage title
$9,19991,400 mi

Winchester, VA

2013 Honda Civic SI

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

2013 Honda Civic SI

Winchester, VA

UnscoredLimited · 16
$9,898182,629 mi

Comparison: 16 similar vehicles

Winchester, VA

2014 Honda Civic LX

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

2014 Honda Civic LX

Winchester, VA

UnscoredLimited · 14
$9,999159,950 mi

Comparison: 14 similar vehicles

Winchester, VA

2012 Honda Civic EX

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

2012 Honda Civic EX

Winchester, VA

UnscoredLimited · 5
$10,49599,874 mi

Comparison: 5 similar vehicles

Winchester, 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

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Winchester, VA

UnscoredLimited · 7
$11,84991,600 mi

Comparison: 7 similar vehicles

Winchester, VA

2008 Mercedes-Benz CL-Class CL63

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

2008 Mercedes-Benz CL-Class CL63

Winchester, VA

UnscoredInsufficient · 4
$11,995118,220 mi

Comparison: 4 similar vehicles

Winchester, VA

2008 Ford Mustang GT Premium

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

2008 Ford Mustang GT Premium

Martinsburg, WV

UnscoredInsufficient · 3
$12,290112,837 mi

Comparison: 3 similar vehicles

Martinsburg, WV

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Martinsburg, WV

Fair PriceLimited · 17
$12,999102,181 mi

Market: $9,600 – $20,990

Comparison: 17 similar vehicles

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

Martinsburg, WV

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

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Winchester, VA

Fair PriceModerate · 28
$16,99869,423 mi

Market: $6,991 – $17,850

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Winchester, VA

2016 Ford Mustang GT

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

2016 Ford Mustang GT

Martinsburg, WV

UnscoredInsufficient · 0
$17,990116,570 mi

Martinsburg, WV

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

Winchester, VA

Fair PriceModerate · 40
$17,99076,775 mi

Market: $12,999 – $20,983

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Winchester, VA

2019 Honda Civic LX

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

2019 Honda Civic LX

Winchester, VA

OverpricedLimited · 10
$19,99874,018 mi

Market: $13,676 – $16,894

Comparison: 10 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Winchester, 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

2018 Mercedes-Benz C-Class Coupe C300

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

2018 Mercedes-Benz C-Class Coupe C300

Winchester, VA

UnscoredInsufficient · 0
$24,99535,296 mi

Winchester, VA

2000 Honda Civic SI

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

2000 Honda Civic SI

Winchester, VA

UnscoredInsufficient · 0
$25,000131,089 mi

Winchester, VA

2020 Ford Mustang GT

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

2020 Ford Mustang GT

Winchester, VA

Fair PriceLimited · 15
$25,40599,039 mi

Market: $25,777 – $33,995

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 6 days listed (based on current market benchmarks)

Winchester, VA

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Winchester, VA

UnscoredLimited · 9
$25,87265,165 mi

Comparison: 9 similar vehicles

Winchester, VA

2021 Ford Mustang EcoBoost

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

2021 Ford Mustang EcoBoost

Winchester, VA

UnscoredInsufficient · 0
$26,9957,414 mi

Winchester, VA

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Keyser, WV

UnscoredLimited · 8
$27,56848,538 mi

Comparison: 8 similar vehicles

Keyser, WV

2014 Ford Mustang GT Premium

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

2014 Ford Mustang GT Premium

Cumberland, MD

UnscoredInsufficient · 4
$30,41622,630 mi

Comparison: 4 similar vehicles

Cumberland, MD

2014 Dodge Challenger SRT8

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

2014 Dodge Challenger SRT8

Somerset, PA

UnscoredInsufficient · 0
$31,07824,819 mi

Somerset, PA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Winchester, VA

Fair PriceLimited · 13
$31,239Mileage not verified

Market: $30,356 – $35,130

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Winchester, VA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Winchester, VA

Fair PriceLimited · 13
$31,239Mileage not verified

Market: $30,356 – $35,130

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Winchester, VA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Winchester, VA

Fair PriceLimited · 13
$31,239Mileage not verified

Market: $30,356 – $35,130

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Winchester, VA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Winchester, VA

Fair PriceLimited · 13
$31,691Mileage not verified

Market: $30,356 – $35,130

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Winchester, VA

2013 Ford Mustang GT Premium

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

2013 Ford Mustang GT Premium

Bruceton Mills, WV

UnscoredInsufficient · 0
$31,9951,135 mi

Bruceton Mills, WV

2015 Lexus RC 350

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

2015 Lexus RC 350

Winchester, VA

OverpricedRobust · 65
$31,99979,889 mi

Market: $15,494 – $28,990

Comparison: 65 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Winchester, VA

2024 Ford Mustang EcoBoost Premium

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

2024 Ford Mustang EcoBoost Premium

Winchester, VA

Fair PriceModerate · 41
$32,59516,646 mi

Market: $31,489 – $33,990

Comparison: 41 similar vehicles

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

Winchester, VA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Corriganville, MD

UnscoredInsufficient · 3
$32,98514,263 mi

Comparison: 3 similar vehicles

Corriganville, MD

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Keyser, WV

UnscoredInsufficient · 0
$33,5685,075 mi

Keyser, WV

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Winchester, VA

Fair PriceLimited · 13
$33,754Mileage not verified

Market: $30,356 – $35,130

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Winchester, VA

2020 Dodge Challenger R/T

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

2020 Dodge Challenger R/T

Moorefield, WV

UnscoredLimited · 9
$34,75445,984 mi

Comparison: 9 similar vehicles

Moorefield, WV

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Woodstock, VA

UnscoredInsufficient · 4
$36,599Mileage not verified

Comparison: 4 similar vehicles

Woodstock, VA

2023 Chevrolet Camaro LT1

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

2023 Chevrolet Camaro LT1

Moorefield, WV

Fair PriceModerate · 29
$36,97722,768 mi

Market: $35,990 – $37,940

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Moorefield, WV

2011 Lotus Evora 2+2

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

2011 Lotus Evora 2+2

Winchester, VA

Salvage title
$36,99936,600 mi

Winchester, VA

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Woodstock, VA

UnscoredInsufficient · 4
$37,499Mileage not verified

Comparison: 4 similar vehicles

Woodstock, VA

2019 Dodge Challenger R/T

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

2019 Dodge Challenger R/T

Moorefield, WV

UnscoredInsufficient · 0
$37,89615,509 mi

Moorefield, WV

2022 Dodge Challenger R/T

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

2022 Dodge Challenger R/T

Winchester, VA

Fair PriceModerate · 24
$38,89039,052 mi

Market: $31,386 – $45,920

Comparison: 24 similar vehicles

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

Winchester, 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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.