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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 23, 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

59 listings found

No Photo

2003 Honda Civic LX

Shenandoah, VA

UnscoredLimited · 5
$4,995198,179 mi

Comparison: 5 similar vehicles

Shenandoah, 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

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

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

UnscoredModerate · 21
$9,595191,998 mi

Comparison: 21 similar vehicles

Staunton, 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 PriceModerate · 48
$9,99871,197 mi

Market: $3,995 – $10,995

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Harrisonburg, 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

Staunton, VA

UnscoredRobust · 81
$10,995174,546 mi

Comparison: 81 similar vehicles

Staunton, 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

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 · 39
$11,49580,641 mi

Market: $2,500 – $14,495

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Staunton, 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

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Buckhannon, WV

Fair PriceModerate · 26
$14,900115,685 mi

Market: $14,795 – $26,296

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Buckhannon, WV

2015 Honda Civic LX

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

2015 Honda Civic LX

Harrisonburg, VA

Fair PriceRobust · 160
$14,998118,299 mi

Market: $4,499 – $17,998

Comparison: 160 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Harrisonburg, 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

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 · 14
$17,099134,352 mi

Comparison: 14 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

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 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 · 23
$19,90068,000 mi

Market: $15,500 – $22,703

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 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 · 1082 days listed (based on current market benchmarks)

Harrisonburg, 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

OverpricedModerate · 26
$22,00060,191 mi

Market: $18,500 – $20,794

Comparison: 26 similar vehicles

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

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 · 7
$22,89953,719 mi

Comparison: 7 similar vehicles

Harrisonburg, VA

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Harrisonburg, VA

UnscoredInsufficient · 0
$22,99839,879 mi

Harrisonburg, VA

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Penn Laird, VA

UnscoredInsufficient · 0
$29,09935,779 mi

Penn Laird, VA

2021 Dodge Challenger R/T

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

2021 Dodge Challenger R/T

Penn Laird, VA

Fair PriceModerate · 33
$30,09988,288 mi

Market: $19,900 – $39,799

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Penn Laird, VA

2012 Dodge Challenger SRT8

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

2012 Dodge Challenger SRT8

Harrisonburg, VA

UnscoredInsufficient · 0
$30,17440,462 mi

Harrisonburg, VA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Harrisonburg, VA

UnscoredLimited · 7
$30,899Mileage not verified

Comparison: 7 similar vehicles

Harrisonburg, VA

2014 Chevrolet Camaro 2SS

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

2014 Chevrolet Camaro 2SS

Penn Laird, VA

UnscoredInsufficient · 0
$32,09921,823 mi

Penn Laird, VA

2020 Ford Mustang GT

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

2020 Ford Mustang GT

Harrisonburg, VA

UnscoredInsufficient · 3
$32,89939,904 mi

Comparison: 3 similar vehicles

Harrisonburg, VA

2016 Ford Mustang GT

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

2016 Ford Mustang GT

Penn Laird, VA

UnscoredInsufficient · 0
$33,09930,069 mi

Penn Laird, 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
$34,58745,984 mi

Comparison: 9 similar vehicles

Moorefield, WV

2023 Ford Mustang GT

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

2023 Ford Mustang GT

Staunton, VA

UnscoredLimited · 10
$36,00930,637 mi

Comparison: 10 similar vehicles

Staunton, VA

2023 Dodge Challenger R/T

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

2023 Dodge Challenger R/T

Harrisonburg, VA

Fair PriceRobust · 174
$36,43714,607 mi

Market: $35,589 – $88,866

Comparison: 174 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Harrisonburg, VA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Staunton, VA

Fair PriceRobust · 62
$36,503Mileage not verified

Market: $36,004 – $46,059

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Staunton, 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
$36,599Mileage not verified

Comparison: 4 similar vehicles

Woodstock, VA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Harrisonburg, VA

UnscoredLimited · 7
$36,744Mileage not verified

Comparison: 7 similar vehicles

Harrisonburg, 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 · 128 days listed (based on current market benchmarks)

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
$36,999Mileage not verified

Comparison: 4 similar vehicles

Woodstock, VA

2021 Ford Mustang GT Premium

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

2021 Ford Mustang GT Premium

Harrisonburg, VA

UnscoredLimited · 6
$37,09529,917 mi

Comparison: 6 similar vehicles

Harrisonburg, 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

2024 Chevrolet Camaro 1LT

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

2024 Chevrolet Camaro 1LT

Staunton, VA

UnscoredInsufficient · 0
$37,9954,385 mi

Staunton, VA

2020 Ford Mustang GT Premium

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

2020 Ford Mustang GT Premium

Woodstock, VA

UnscoredLimited · 8
$38,60534,119 mi

Comparison: 8 similar vehicles

Woodstock, VA

2021 Dodge Challenger R/T

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

2021 Dodge Challenger R/T

Buckhannon, WV

Fair PriceLimited · 19
$39,50057,515 mi

Market: $22,900 – $88,866

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Buckhannon, WV

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Harrisonburg, VA

Fair PriceRobust · 60
$39,661Mileage not verified

Market: $36,004 – $46,059

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Harrisonburg, VA

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Elkins, WV

Fair PriceRobust · 630
$41,805Mileage not verified

Market: $33,581 – $51,728

Comparison: 630 similar vehicles

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

Elkins, WV

2022 Chevrolet Camaro 2SS

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

2022 Chevrolet Camaro 2SS

Harrisonburg, VA

UnscoredInsufficient · 4
$42,63841,281 mi

Comparison: 4 similar vehicles

Harrisonburg, VA

2027 Honda Prelude Base

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

2027 Honda Prelude Base

Harrisonburg, VA

UnscoredLimited · 7
$44,594Mileage not verified

Comparison: 7 similar vehicles

Harrisonburg, VA

2026 Ford Mustang GT

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

2026 Ford Mustang GT

Harrisonburg, VA

Fair PriceRobust · 537
$45,399Mileage not verified

Market: $43,290 – $69,440

Comparison: 537 similar vehicles

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

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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