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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

251 listings found

2012 Kia Forte Koup EX

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

2012 Kia Forte Koup EX

Chattanooga, TN

UnscoredInsufficient · 3
$3,494230,831 mi

Comparison: 3 similar vehicles

Chattanooga, TN

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

2002 Toyota Camry Solara SE

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

2002 Toyota Camry Solara SE

Chattanooga, TN

UnscoredInsufficient · 0
$4,500129,896 mi

Chattanooga, TN

No Photo

2013 Hyundai Elantra Coupe GS

Rossville, GA

UnscoredInsufficient · 3
$4,900117,855 mi

Comparison: 3 similar vehicles

Rossville, GA

2007 Scion tC Base

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

2007 Scion tC Base

East Ridge, TN

UnscoredLimited · 6
$6,995104,361 mi

Comparison: 6 similar vehicles

East Ridge, TN

2008 Toyota Camry Solara SE

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

2008 Toyota Camry Solara SE

Cleveland, TN

UnscoredInsufficient · 4
$6,999210,328 mi

Comparison: 4 similar vehicles

Cleveland, TN

2011 Cadillac CTS Premium Collection

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

2011 Cadillac CTS Premium Collection

Chattanooga, TN

UnscoredLimited · 17
$7,000176,000 mi

Comparison: 17 similar vehicles

Chattanooga, TN

2012 Honda Civic LX

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

2012 Honda Civic LX

Cleveland, TN

UnscoredInsufficient · 4
$7,295140,535 mi

Comparison: 4 similar vehicles

Cleveland, 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 Civic SI

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

2010 Honda Civic SI

Cleveland, TN

UnscoredInsufficient · 0
$8,496211,585 mi

Cleveland, TN

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Chattanooga, TN

Fair PriceModerate · 22
$8,950104,915 mi

Market: $3,399 – $15,590

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Chattanooga, 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

Dayton, TN

UnscoredModerate · 28
$8,995147,299 mi

Comparison: 28 similar vehicles

Dayton, TN

2003 Nissan 350Z Touring

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

2003 Nissan 350Z Touring

Chattanooga, TN

UnscoredInsufficient · 0
$9,500119,004 mi

Chattanooga, TN

1998 Honda Prelude Base

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

1998 Honda Prelude Base

Dayton, TN

UnscoredInsufficient · 0
$9,950187,746 mi

Dayton, TN

2007 Ford Mustang Premium

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

2007 Ford Mustang Premium

Chattanooga, TN

UnscoredInsufficient · 0
$9,987104,364 mi

Chattanooga, 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 · 0
$9,98871,432 mi

Cookeville, TN

2004 Mazda RX-8 - MT

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

2004 Mazda RX-8 - MT

Chattanooga, TN

UnscoredInsufficient · 0
$10,77762,082 mi

Chattanooga, TN

2012 Nissan Altima SR

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

2012 Nissan Altima SR

Chattanooga, TN

UnscoredLimited · 5
$10,79985,082 mi

Comparison: 5 similar vehicles

Chattanooga, TN

2020 Ford Mustang GT

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

2020 Ford Mustang GT

East Ridge, TN

UnscoredLimited · 17
$10,852Mileage not verified

Comparison: 17 similar vehicles

East Ridge, 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

2013 Honda Accord EX

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

2013 Honda Accord EX

Chattanooga, TN

UnscoredModerate · 21
$11,495139,411 mi

Comparison: 21 similar vehicles

Chattanooga, TN

2011 Dodge Challenger SE

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

2011 Dodge Challenger SE

Chattanooga, TN

UnscoredInsufficient · 4
$11,587120,946 mi

Comparison: 4 similar vehicles

Chattanooga, TN

2011 Dodge Challenger SE

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

2011 Dodge Challenger SE

Cleveland, TN

UnscoredLimited · 9
$11,995181,207 mi

Comparison: 9 similar vehicles

Cleveland, 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

UnscoredModerate · 26
$12,000157,780 mi

Comparison: 26 similar vehicles

Cookeville, TN

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Chattanooga, TN

UnscoredInsufficient · 4
$12,950145,813 mi

Comparison: 4 similar vehicles

Chattanooga, TN

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Chattanooga, TN

UnscoredLimited · 16
$13,400139,752 mi

Comparison: 16 similar vehicles

Chattanooga, TN

2015 Scion FR-S Base

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

2015 Scion FR-S Base

Chattanooga, TN

UnscoredLimited · 5
$13,587124,204 mi

Comparison: 5 similar vehicles

Chattanooga, TN

2007 BMW 3 Series 335i

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

2007 BMW 3 Series 335i

Chattanooga, TN

Salvage title
$13,95058,317 mi

Chattanooga, TN

2016 Ford Mustang V6

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

2016 Ford Mustang V6

Chattanooga, TN

UnscoredInsufficient · 3
$13,994125,691 mi

Comparison: 3 similar vehicles

Chattanooga, TN

2016 Dodge Challenger R/T

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

2016 Dodge Challenger R/T

Cleveland, TN

UnscoredModerate · 23
$13,995176,659 mi

Comparison: 23 similar vehicles

Cleveland, TN

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Chattanooga, TN

UnscoredLimited · 16
$13,996133,391 mi

Comparison: 16 similar vehicles

Chattanooga, TN

2014 Chevrolet Camaro 2LT

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

2014 Chevrolet Camaro 2LT

Cleveland, TN

UnscoredLimited · 8
$13,996131,732 mi

Comparison: 8 similar vehicles

Cleveland, TN

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Cookeville, TN

Fair PriceModerate · 40
$13,998104,704 mi

Market: $4,495 – $20,298

Comparison: 40 similar vehicles

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

Cookeville, TN

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

East Ridge, TN

UnscoredInsufficient · 0
$14,358Mileage not verified

East Ridge, TN

2016 Chevrolet Camaro 1LT

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

2016 Chevrolet Camaro 1LT

East Ridge, TN

UnscoredLimited · 17
$14,399151,137 mi

Comparison: 17 similar vehicles

East Ridge, TN

2000 Ford Mustang GT

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

2000 Ford Mustang GT

Dayton, TN

UnscoredInsufficient · 0
$14,50057,136 mi

Dayton, TN

2015 Ford Mustang EcoBoost

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

2015 Ford Mustang EcoBoost

Fort Oglethorpe, GA

UnscoredLimited · 10
$14,800179,259 mi

Comparison: 10 similar vehicles

Fort Oglethorpe, GA

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

UnscoredModerate · 40
$14,998128,187 mi

Comparison: 40 similar vehicles

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

Chattanooga, TN

UnscoredModerate · 36
$15,077122,384 mi

Comparison: 36 similar vehicles

Chattanooga, TN

2013 Chevrolet Camaro 1LS

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

2013 Chevrolet Camaro 1LS

East Ridge, TN

UnscoredLimited · 5
$15,599132,640 mi

Comparison: 5 similar vehicles

East Ridge, TN

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

Chattanooga, TN

Fair PriceLimited · 17
$15,71072,390 mi

Market: $12,499 – $19,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Chattanooga, TN

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Chattanooga, TN

Fair PriceRobust · 60
$15,749115,808 mi

Market: $7,995 – $22,857

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Chattanooga, 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
$15,98893,958 mi

Market: $11,900 – $20,899

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

Cookeville, TN

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

McMinnville, TN

UnscoredModerate · 33
$15,991133,920 mi

Comparison: 33 similar vehicles

McMinnville, 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 · 35
$15,99594,143 mi

Market: $10,762 – $19,900

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Sparta, TN

2015 Chevrolet Camaro 1LS

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

2015 Chevrolet Camaro 1LS

East Ridge, TN

Fair PriceLimited · 10
$15,998115,372 mi

Market: $6,900 – $17,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

East Ridge, 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 · 16
$15,999108,408 mi

Market: $11,960 – $20,494

Comparison: 16 similar vehicles

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

Crossville, TN

2013 Ford Mustang V6

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

2013 Ford Mustang V6

East Ridge, TN

UnscoredLimited · 15
$16,399132,764 mi

Comparison: 15 similar vehicles

East Ridge, TN

2015 Chevrolet Camaro 1LS

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

2015 Chevrolet Camaro 1LS

Chattanooga, TN

UnscoredInsufficient · 0
$16,49434,298 mi

Chattanooga, TN

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

East Ridge, TN

UnscoredRobust · 53
$16,799130,488 mi

Comparison: 53 similar vehicles

East Ridge, 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 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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