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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

36 listings found

2006 Chevrolet Cobalt LS

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

2006 Chevrolet Cobalt LS

Wise, VA

UnscoredLimited · 5
$3,899138,931 mi

Comparison: 5 similar vehicles

Wise, VA

2017 Cadillac ATS Coupe Base

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

2017 Cadillac ATS Coupe Base

London, KY

UnscoredInsufficient · 0
$6,950204,569 mi

London, KY

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

West Liberty, KY

Fair PriceModerate · 28
$8,900107,563 mi

Market: $8,995 – $16,533

Comparison: 28 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 497 days listed (based on current market benchmarks)

West Liberty, KY

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Pikeville, KY

UnscoredModerate · 23
$8,995125,455 mi

Comparison: 23 similar vehicles

Pikeville, KY

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Hazard, KY

UnscoredLimited · 8
$10,990163,519 mi

Comparison: 8 similar vehicles

Hazard, KY

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Big Stone Gap, VA

UnscoredModerate · 33
$14,995124,601 mi

Comparison: 33 similar vehicles

Big Stone Gap, VA

2015 Chevrolet Camaro 2SS

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

2015 Chevrolet Camaro 2SS

Pikeville, KY

UnscoredLimited · 8
$15,995175,181 mi

Comparison: 8 similar vehicles

Pikeville, KY

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Pikeville, KY

Fair PriceModerate · 39
$16,723114,144 mi

Market: $10,990 – $23,373

Comparison: 39 similar vehicles

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

Pikeville, KY

2017 Ford Mustang EcoBoost Premium

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

2017 Ford Mustang EcoBoost Premium

Prestonsburg, KY

OverpricedLimited · 13
$17,900122,651 mi

Market: $11,299 – $15,451

Comparison: 13 similar vehicles

Priced ~16% above the typical market range for similar vehicles (based on current market benchmarks)

Prestonsburg, KY

2020 Chevrolet Camaro 1LS

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

2020 Chevrolet Camaro 1LS

Harlan, KY

UnscoredInsufficient · 0
$18,99596,334 mi

Harlan, KY

2017 Dodge Challenger GT

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

2017 Dodge Challenger GT

Ivel, KY

UnscoredLimited · 6
$19,89272,939 mi

Comparison: 6 similar vehicles

Ivel, KY

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

London, KY

UnscoredInsufficient · 3
$19,99541,272 mi

Comparison: 3 similar vehicles

London, KY

2007 Ford Mustang GT Premium

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

2007 Ford Mustang GT Premium

Hindman, KY

UnscoredInsufficient · 4
$20,29471,507 mi

Comparison: 4 similar vehicles

Hindman, KY

2022 Ford Mustang EcoBoost

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

2022 Ford Mustang EcoBoost

Hazard, KY

UnscoredInsufficient · 3
$21,99648,411 mi

Comparison: 3 similar vehicles

Hazard, KY

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Coeburn, VA

UnscoredInsufficient · 0
$23,98850,576 mi

Coeburn, VA

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Clintwood, VA

Fair PriceLimited · 14
$24,50064,794 mi

Market: $8,700 – $33,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 586 days listed (based on current market benchmarks)

Clintwood, VA

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Pikeville, KY

UnscoredInsufficient · 0
$26,02720,095 mi

Pikeville, KY

2018 Ford Mustang GT

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

2018 Ford Mustang GT

Pikeville, KY

UnscoredInsufficient · 0
$28,96549,686 mi

Pikeville, KY

2023 Dodge Challenger GT

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

2023 Dodge Challenger GT

Hazard, KY

Fair PriceModerate · 33
$29,99620,609 mi

Market: $29,637 – $33,398

Comparison: 33 similar vehicles

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

Hazard, KY

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Paintsville, KY

Fair PriceRobust · 62
$32,7975,380 mi

Market: $29,900 – $36,484

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Paintsville, KY

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Wise, VA

Fair PriceRobust · 1183
$33,209Mileage not verified

Market: $27,989 – $48,258

Comparison: 1183 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 348 days listed (based on current market benchmarks)

Wise, VA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Paintsville, KY

Fair PriceLimited · 12
$35,984Mileage not verified

Market: $31,237 – $38,292

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Paintsville, KY

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Hazard, KY

OverpricedLimited · 13
$35,9961,700 mi

Market: $32,605 – $35,899

Comparison: 13 similar vehicles

Hazard, KY

2002 Chevrolet Corvette Z06

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

2002 Chevrolet Corvette Z06

Clintwood, VA

UnscoredInsufficient · 0
$35,99712,063 mi

Clintwood, VA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Paintsville, KY

Fair PriceLimited · 11
$36,449Mileage not verified

Market: $31,237 – $38,292

Comparison: 11 similar vehicles

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

Paintsville, KY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Pikeville, KY

Fair PriceRobust · 50
$38,722Mileage not verified

Market: $35,387 – $44,881

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Pikeville, KY

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

London, KY

Fair PriceRobust · 572
$38,769Mileage not verified

Market: $28,497 – $48,258

Comparison: 572 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

London, KY

2022 Chevrolet Camaro LT1

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

2022 Chevrolet Camaro LT1

London, KY

UnscoredInsufficient · 0
$40,74230,463 mi

London, KY

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

Wise, VA

UnscoredInsufficient · 4
$43,174Mileage not verified

Comparison: 4 similar vehicles

Wise, VA

2024 Ford Mustang GT Premium

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

2024 Ford Mustang GT Premium

Pikeville, KY

Fair PriceRobust · 87
$45,8504,953 mi

Market: $41,398 – $65,894

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Pikeville, KY

2025 Ford Mustang GT Premium

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

2025 Ford Mustang GT Premium

London, KY

Fair PriceModerate · 20
$51,19712,827 mi

Market: $47,094 – $54,890

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

London, KY

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Pikeville, KY

Fair PriceRobust · 409
$66,544Mileage not verified

Market: $48,687 – $180,954

Comparison: 409 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Pikeville, KY

2023 Chevrolet Corvette 3LZ

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

2023 Chevrolet Corvette 3LZ

London, KY

Great DealModerate · 29
$84,9003,342 mi

Market: $110,286 – $130,790

Comparison: 29 similar vehicles

Competitively priced ~23% below the typical range compared to similar vehicles · 27 days listed (based on current market benchmarks)

London, KY

2023 Porsche 911 Carrera GTS

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

2023 Porsche 911 Carrera GTS

Salyersville, KY

UnscoredInsufficient · 0
$130,00014,320 mi

Salyersville, KY

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

London, KY

UnscoredInsufficient · 3
$130,139Mileage not verified

Comparison: 3 similar vehicles

London, KY

2023 Porsche 911 Turbo S

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

2023 Porsche 911 Turbo S

Salyersville, KY

UnscoredInsufficient · 3
$180,0003,653 mi

Comparison: 3 similar vehicles

Salyersville, KY

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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