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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 · November 7, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

108 listings found

2000 Ford Mustang Base

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

2000 Ford Mustang Base

Monterey, TN

UnscoredInsufficient · 0
$3,900226,121 mi

Monterey, TN

2005 BMW 3 Series 325

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

2005 BMW 3 Series 325

Cookeville, TN

Unscored
$3,995254,110 mi

Comparison: 6 similar vehicles

Cookeville, TN

2008 Nissan Altima SE

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

2008 Nissan Altima SE

Monterey, TN

UnscoredInsufficient · 0
$7,300131,121 mi

Monterey, TN

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Oneida, TN

Unscored
$7,900129,895 mi

Comparison: 25 similar vehicles

Oneida, TN

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Huntsville, TN

Unscored
$7,988189,533 mi

Comparison: 20 similar vehicles

Huntsville, TN

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Philadelphia, TN

Fair PriceLimited · 16
$8,995101,027 mi

Market: $6,499 – $17,572

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Philadelphia, TN

2012 Cadillac CTS Coupe Premium Collection

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

2012 Cadillac CTS Coupe Premium Collection

Lenoir City, TN

Unscored
$9,495109,137 mi

Comparison: 5 similar vehicles

Lenoir City, TN

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Cookeville, TN

UnscoredInsufficient · 3
$9,98871,432 mi

Comparison: 3 similar vehicles

Cookeville, TN

2017 Honda Accord EX-L

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

2017 Honda Accord EX-L

Lenoir City, TN

Unscored
$10,495166,550 mi

Comparison: 35 similar vehicles

Lenoir City, TN

2014 Kia Forte Koup EX

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

2014 Kia Forte Koup EX

Cookeville, TN

UnscoredInsufficient · 0
$10,99512,236 mi

Cookeville, TN

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Cookeville, TN

Unscored
$10,995132,534 mi

Comparison: 20 similar vehicles

Cookeville, TN

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Oliver Springs, TN

Unscored
$10,999128,524 mi

Comparison: 33 similar vehicles

Oliver Springs, TN

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Clinton, TN

Unscored
$11,600140,269 mi

Comparison: 16 similar vehicles

Clinton, TN

2012 Honda Civic EX

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

2012 Honda Civic EX

Cookeville, TN

Unscored
$12,000157,780 mi

Comparison: 21 similar vehicles

Cookeville, TN

2017 Honda Civic EX-L

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

2017 Honda Civic EX-L

Cookeville, TN

Unscored
$12,789150,638 mi

Comparison: 12 similar vehicles

Cookeville, TN

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Oliver Springs, TN

Unscored
$12,999120,062 mi

Comparison: 34 similar vehicles

Oliver Springs, TN

2000 Chevrolet Camaro Z28

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

2000 Chevrolet Camaro Z28

Monticello, KY

UnscoredInsufficient · 4
$13,900110,600 mi

Comparison: 4 similar vehicles

Monticello, KY

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

Cookeville, TN

Unscored
$14,998128,187 mi

Comparison: 71 similar vehicles

Cookeville, TN

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Cookeville, TN

Fair PriceModerate · 32
$15,28893,958 mi

Market: $11,900 – $21,399

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 162 days listed (based on current market benchmarks)

Cookeville, TN

2017 Ford Mustang EcoBoost

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

2017 Ford Mustang EcoBoost

Sparta, TN

Fair PriceModerate · 32
$15,99594,143 mi

Market: $9,746 – $16,990

Comparison: 32 similar vehicles

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

Sparta, TN

2014 Dodge Challenger R/T

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

2014 Dodge Challenger R/T

Crossville, TN

Fair PriceLimited · 15
$15,999108,408 mi

Market: $11,960 – $20,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Crossville, TN

2013 Dodge Challenger R/T

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

2013 Dodge Challenger R/T

Cookeville, TN

Fair PriceLimited · 17
$16,99881,217 mi

Market: $12,500 – $19,990

Comparison: 17 similar vehicles

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

Cookeville, TN

2009 Chevrolet Corvette Base

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

2009 Chevrolet Corvette Base

Cookeville, TN

UnscoredInsufficient · 0
$17,998145,719 mi

Cookeville, TN

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Crossville, TN

Fair PriceRobust · 50
$18,99978,610 mi

Market: $11,500 – $23,542

Comparison: 50 similar vehicles

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

Crossville, TN

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Crossville, TN

Fair PriceRobust · 61
$19,800114,215 mi

Market: $11,900 – $20,998

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Crossville, TN

2013 Dodge Challenger R/T

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

2013 Dodge Challenger R/T

Cookeville, TN

UnscoredInsufficient · 0
$20,18642,482 mi

Cookeville, TN

2013 Chevrolet Camaro 1SS

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

2013 Chevrolet Camaro 1SS

Oneida, TN

UnscoredInsufficient · 0
$20,99040,014 mi

Oneida, TN

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

Livingston, TN

Fair PriceRobust · 76
$25,88649,194 mi

Market: $25,164 – $29,873

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Livingston, TN

2016 Lexus RC 300

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

2016 Lexus RC 300

Oliver Springs, TN

OverpricedLimited · 15
$26,995103,735 mi

Market: $23,486 – $26,134

Comparison: 15 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Oliver Springs, TN

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

Crossville, TN

Unscored
$27,772100,934 mi

Comparison: 9 similar vehicles

Crossville, TN

2021 INFINITI Q60 Coupe LUXE

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

2021 INFINITI Q60 Coupe LUXE

Cookeville, TN

UnscoredInsufficient · 0
$27,79738,368 mi

Cookeville, TN

2022 Subaru BRZ Limited

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

2022 Subaru BRZ Limited

Cookeville, TN

UnscoredInsufficient · 4
$28,54829,922 mi

Comparison: 4 similar vehicles

Cookeville, TN

2016 Jaguar F-Type Base

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

2016 Jaguar F-Type Base

Clinton, TN

UnscoredInsufficient · 0
$28,67436,874 mi

Clinton, TN

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

Cookeville, TN

UnscoredInsufficient · 0
$29,78831,109 mi

Cookeville, TN

2007 Bentley Continental GT Base

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

2007 Bentley Continental GT Base

Cookeville, TN

UnscoredInsufficient · 0
$29,99558,250 mi

Cookeville, TN

2016 Ford Mustang GT

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

2016 Ford Mustang GT

Cookeville, TN

OverpricedLimited · 17
$30,66686,850 mi

Market: $18,000 – $28,199

Comparison: 17 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Cookeville, TN

2018 Chevrolet Camaro 1SS

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

2018 Chevrolet Camaro 1SS

Cookeville, TN

OverpricedModerate · 28
$30,79782,374 mi

Market: $20,999 – $30,589

Comparison: 28 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Cookeville, TN

2019 Ford Mustang GT Premium

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

2019 Ford Mustang GT Premium

Cookeville, TN

Fair PriceModerate · 21
$31,60080,919 mi

Market: $16,998 – $35,288

Comparison: 21 similar vehicles

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

Cookeville, TN

2020 Ford Mustang GT

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

2020 Ford Mustang GT

Crossville, TN

Fair PriceLimited · 19
$31,60662,189 mi

Market: $10,852 – $37,975

Comparison: 19 similar vehicles

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

Crossville, TN

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

Cookeville, TN

Unscored
$32,99863,482 mi

Comparison: 5 similar vehicles

Cookeville, TN

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

Cookeville, TN

Unscored
$34,69415,549 mi

Comparison: 6 similar vehicles

Cookeville, TN

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Kingston, TN

UnscoredInsufficient · 4
$34,70014,101 mi

Comparison: 4 similar vehicles

Kingston, TN

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Cookeville, TN

Fair PriceRobust · 1003
$36,481Mileage not verified

Market: $26,638 – $46,090

Comparison: 1003 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Cookeville, TN

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

Sparta, TN

Fair PriceRobust · 130
$36,6985,619 mi

Market: $36,195 – $69,995

Comparison: 130 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Sparta, TN

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

Lenoir City, TN

Fair PriceRobust · 64
$37,454Mileage not verified

Market: $34,578 – $50,954

Comparison: 64 similar vehicles

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

Lenoir City, TN

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

Cookeville, TN

UnscoredInsufficient · 3
$38,683Mileage not verified

Comparison: 3 similar vehicles

Cookeville, TN

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

Lenoir City, TN

Fair PriceRobust · 64
$39,589Mileage not verified

Market: $34,578 – $50,954

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Lenoir City, TN

2022 INFINITI Q60 Coupe RED SPORT

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

2022 INFINITI Q60 Coupe RED SPORT

Loudon, TN

UnscoredInsufficient · 0
$39,97031,862 mi

Loudon, TN

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Cookeville, TN

Fair PriceRobust · 1003
$40,223Mileage not verified

Market: $26,638 – $46,090

Comparison: 1003 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Cookeville, TN

2026 Nissan Z Sport

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

2026 Nissan Z Sport

Cookeville, TN

Fair PriceLimited · 10
$40,582Mileage not verified

Market: $40,582 – $41,568

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 240 days listed (based on current market benchmarks)

Cookeville, TN

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 recently 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.
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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