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

97 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

2005 Scion tC Base

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

2005 Scion tC Base

Morristown, TN

UnscoredLimited · 10
$3,990236,536 mi

Comparison: 10 similar vehicles

Morristown, TN

2006 Scion tC Base

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

2006 Scion tC Base

Kingsport, TN

UnscoredInsufficient · 3
$4,799249,129 mi

Comparison: 3 similar vehicles

Kingsport, TN

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

Morristown, TN

Fair PriceModerate · 26
$5,495Mileage not verified

Market: $3,900 – $14,590

Comparison: 26 similar vehicles

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

Morristown, TN

2005 Honda Accord EX

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

2005 Honda Accord EX

Morristown, TN

Fair PriceLimited · 16
$5,495Mileage not verified

Market: $2,695 – $7,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Morristown, TN

2005 INFINITI G35 Coupe Base

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

2005 INFINITI G35 Coupe Base

Morristown, TN

UnscoredLimited · 7
$5,799260,237 mi

Comparison: 7 similar vehicles

Morristown, TN

2007 Mazda RX-8 Sport

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

2007 Mazda RX-8 Sport

Corbin, KY

UnscoredInsufficient · 0
$5,995135,137 mi

Corbin, KY

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

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Whitesburg, TN

UnscoredLimited · 6
$6,995172,102 mi

Comparison: 6 similar vehicles

Whitesburg, TN

No Photo

2007 Ford Mustang Deluxe

Kingsport, TN

UnscoredLimited · 13
$7,950179,171 mi

Comparison: 13 similar vehicles

Kingsport, TN

2013 Ford Mustang V6 Premium

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

2013 Ford Mustang V6 Premium

Kingsport, TN

UnscoredInsufficient · 3
$8,950170,458 mi

Comparison: 3 similar vehicles

Kingsport, TN

2010 Chevrolet Camaro LS

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

2010 Chevrolet Camaro LS

Morristown, TN

UnscoredLimited · 7
$9,990137,767 mi

Comparison: 7 similar vehicles

Morristown, TN

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Bean Station, TN

UnscoredModerate · 22
$9,995168,825 mi

Comparison: 22 similar vehicles

Bean Station, TN

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Whitesburg, TN

UnscoredLimited · 12
$9,995127,890 mi

Comparison: 12 similar vehicles

Whitesburg, TN

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

Jefferson City, TN

UnscoredModerate · 23
$10,707149,797 mi

Comparison: 23 similar vehicles

Jefferson City, TN

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

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Corbin, KY

UnscoredInsufficient · 3
$10,990161,048 mi

Comparison: 3 similar vehicles

Corbin, KY

2014 INFINITI Q60 Coupe Base

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

2014 INFINITI Q60 Coupe Base

Kingsport, TN

UnscoredInsufficient · 0
$10,995148,484 mi

Kingsport, TN

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

Morristown, TN

UnscoredInsufficient · 4
$11,495173,263 mi

Comparison: 4 similar vehicles

Morristown, TN

2014 Chevrolet Camaro 1LS

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

2014 Chevrolet Camaro 1LS

Jefferson City, TN

UnscoredInsufficient · 4
$11,746142,932 mi

Comparison: 4 similar vehicles

Jefferson City, TN

2014 Chevrolet Camaro 2LT

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

2014 Chevrolet Camaro 2LT

Morristown, TN

UnscoredLimited · 9
$11,795155,935 mi

Comparison: 9 similar vehicles

Morristown, TN

2017 Ford Mustang EcoBoost

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

2017 Ford Mustang EcoBoost

Corbin, KY

UnscoredLimited · 16
$12,400130,211 mi

Comparison: 16 similar vehicles

Corbin, KY

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Morristown, TN

UnscoredModerate · 31
$12,495177,276 mi

Comparison: 31 similar vehicles

Morristown, TN

2015 Hyundai Genesis Coupe Ultimate

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

2015 Hyundai Genesis Coupe Ultimate

Kingsport, TN

UnscoredInsufficient · 0
$12,995127,238 mi

Kingsport, TN

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

Kingsport, TN

UnscoredLimited · 5
$12,99573,478 mi

Comparison: 5 similar vehicles

Kingsport, TN

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

2014 Dodge Challenger R/T Classic

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

2014 Dodge Challenger R/T Classic

Morristown, TN

UnscoredInsufficient · 3
$14,995107,870 mi

Comparison: 3 similar vehicles

Morristown, TN

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Morristown, TN

UnscoredModerate · 49
$14,995131,345 mi

Comparison: 49 similar vehicles

Morristown, TN

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Kingsport, TN

UnscoredInsufficient · 3
$16,784108,146 mi

Comparison: 3 similar vehicles

Kingsport, TN

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Kingsport, TN

UnscoredInsufficient · 4
$17,995110,138 mi

Comparison: 4 similar vehicles

Kingsport, TN

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

2018 Dodge Challenger R/T

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

2018 Dodge Challenger R/T

Morristown, TN

Fair PriceLimited · 16
$19,795108,492 mi

Market: $11,198 – $24,799

Comparison: 16 similar vehicles

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

Morristown, TN

2019 Dodge Challenger SXT Plus

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

2019 Dodge Challenger SXT Plus

Corbin, KY

UnscoredInsufficient · 0
$19,79988,948 mi

Corbin, 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

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Kingsport, TN

UnscoredLimited · 5
$21,864Mileage not verified

Comparison: 5 similar vehicles

Kingsport, TN

2015 Dodge Challenger R/T

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

2015 Dodge Challenger R/T

Kingsport, TN

Fair PriceModerate · 39
$21,90084,526 mi

Market: $13,488 – $22,139

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Kingsport, TN

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Morristown, TN

OverpricedLimited · 13
$21,99571,766 mi

Market: $11,000 – $20,599

Comparison: 13 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Morristown, TN

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

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

Middlesboro, KY

UnscoredInsufficient · 0
$22,00052,466 mi

Middlesboro, KY

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Kingsport, TN

UnscoredLimited · 6
$22,87961,645 mi

Comparison: 6 similar vehicles

Kingsport, TN

2011 Chevrolet Camaro 2SS

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

2011 Chevrolet Camaro 2SS

Morristown, TN

Fair PriceLimited · 15
$23,30071,861 mi

Market: $11,950 – $69,900

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Morristown, TN

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

2016 Ford Mustang GT Premium

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

2016 Ford Mustang GT Premium

Kingsport, TN

Fair PriceModerate · 29
$24,97998,033 mi

Market: $10,500 – $28,672

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Kingsport, TN

2020 Chevrolet Camaro 2LT

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

2020 Chevrolet Camaro 2LT

Middlesboro, KY

UnscoredInsufficient · 0
$25,79944,626 mi

Middlesboro, KY

2022 BMW 4 Series 430i

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

2022 BMW 4 Series 430i

Morristown, TN

Fair PriceLimited · 18
$26,71872,275 mi

Market: $24,786 – $29,495

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Morristown, TN

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Kingsport, TN

UnscoredLimited · 8
$26,98743,025 mi

Comparison: 8 similar vehicles

Kingsport, TN

2018 Ford Mustang GT Premium

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

2018 Ford Mustang GT Premium

Morristown, TN

Fair PriceModerate · 46
$27,00094,150 mi

Market: $22,999 – $31,564

Comparison: 46 similar vehicles

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

Morristown, TN

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

White Pine, TN

Great DealRobust · 104
$27,99033,086 mi

Market: $30,498 – $45,990

Comparison: 104 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 30 days listed (based on current market benchmarks)

White Pine, TN

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Middlesboro, KY

Great DealModerate · 20
$28,00021,097 mi

Market: $29,193 – $31,755

Comparison: 20 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 40 days listed (based on current market benchmarks)

Middlesboro, 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

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.