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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

191 listings found

No Photo

2005 Scion tC Base

Lexington, KY

UnscoredLimited · 5
$3,500195,180 mi

Comparison: 5 similar vehicles

Lexington, KY

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Mount Sterling, KY

UnscoredLimited · 5
$3,995197,053 mi

Comparison: 5 similar vehicles

Mount Sterling, KY

2005 Ford Mustang Deluxe

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

2005 Ford Mustang Deluxe

Paris, KY

UnscoredInsufficient · 4
$3,995194,968 mi

Comparison: 4 similar vehicles

Paris, KY

2007 Chevrolet Cobalt LT

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

2007 Chevrolet Cobalt LT

Paris, KY

UnscoredLimited · 7
$4,499Mileage not verified

Comparison: 7 similar vehicles

Paris, KY

2007 Pontiac G6 GT

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

2007 Pontiac G6 GT

Nicholasville, KY

UnscoredInsufficient · 3
$5,500112,220 mi

Comparison: 3 similar vehicles

Nicholasville, KY

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Lexington, KY

UnscoredLimited · 5
$5,797180,040 mi

Comparison: 5 similar vehicles

Lexington, KY

2012 Honda Civic EX

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

2012 Honda Civic EX

Lexington, KY

UnscoredModerate · 31
$5,980196,448 mi

Comparison: 31 similar vehicles

Lexington, KY

2002 Ford Mustang GT Deluxe

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

2002 Ford Mustang GT Deluxe

Danville, KY

UnscoredInsufficient · 0
$5,988209,559 mi

Danville, KY

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

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

Irvine, KY

UnscoredInsufficient · 4
$6,64993,047 mi

Comparison: 4 similar vehicles

Irvine, KY

2011 Nissan Altima S

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

2011 Nissan Altima S

Lexington, KY

UnscoredLimited · 19
$6,900120,115 mi

Comparison: 19 similar vehicles

Lexington, 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 Scion tC Base

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

2011 Scion tC Base

Somerset, KY

UnscoredInsufficient · 0
$6,950157,981 mi

Somerset, KY

2008 Honda Civic EX-L

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

2008 Honda Civic EX-L

Richmond, KY

UnscoredLimited · 16
$6,995261,371 mi

Comparison: 16 similar vehicles

Richmond, KY

2008 Nissan Altima S

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

2008 Nissan Altima S

Somerset, KY

Fair PriceLimited · 15
$7,89070,186 mi

Market: $2,750 – $9,500

Comparison: 15 similar vehicles

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

Somerset, 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

Lexington, KY

UnscoredInsufficient · 3
$7,999179,490 mi

Comparison: 3 similar vehicles

Lexington, 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

Lexington, KY

UnscoredInsufficient · 3
$8,499166,885 mi

Comparison: 3 similar vehicles

Lexington, KY

2012 Chevrolet Camaro 1LT

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

2012 Chevrolet Camaro 1LT

Lexington, KY

UnscoredLimited · 8
$8,500106,006 mi

Comparison: 8 similar vehicles

Lexington, KY

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Lexington, KY

UnscoredModerate · 33
$9,495160,125 mi

Comparison: 33 similar vehicles

Lexington, KY

2009 Ford Mustang Deluxe

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

2009 Ford Mustang Deluxe

Versailles, KY

UnscoredInsufficient · 0
$9,500110,801 mi

Versailles, KY

2015 Ford Mustang V6

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

2015 Ford Mustang V6

Mount Sterling, KY

UnscoredModerate · 39
$9,995139,726 mi

Comparison: 39 similar vehicles

Mount Sterling, KY

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

Winchester, KY

UnscoredInsufficient · 0
$9,999135,000 mi

Winchester, KY

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Versailles, KY

UnscoredModerate · 33
$10,000162,061 mi

Comparison: 33 similar vehicles

Versailles, KY

2012 Chevrolet Camaro 2LS

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

2012 Chevrolet Camaro 2LS

Lexington, KY

UnscoredLimited · 6
$10,400187,740 mi

Comparison: 6 similar vehicles

Lexington, KY

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Somerset, KY

UnscoredModerate · 37
$10,495175,062 mi

Comparison: 37 similar vehicles

Somerset, KY

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Lexington, KY

UnscoredModerate · 42
$10,800124,944 mi

Comparison: 42 similar vehicles

Lexington, KY

2010 Ford Mustang GT Premium

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

2010 Ford Mustang GT Premium

Lexington, KY

UnscoredInsufficient · 3
$10,980195,443 mi

Comparison: 3 similar vehicles

Lexington, 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 Mercedes-Benz C-Class C350 Sport

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

2014 Mercedes-Benz C-Class C350 Sport

Lexington, KY

UnscoredInsufficient · 0
$11,065108,000 mi

Lexington, KY

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

Mount Sterling, KY

UnscoredLimited · 6
$11,495140,347 mi

Comparison: 6 similar vehicles

Mount Sterling, KY

2015 Ford Mustang EcoBoost

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

2015 Ford Mustang EcoBoost

Somerset, KY

UnscoredLimited · 5
$11,685165,773 mi

Comparison: 5 similar vehicles

Somerset, KY

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Lexington, KY

UnscoredModerate · 27
$11,999156,767 mi

Comparison: 27 similar vehicles

Lexington, KY

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

2012 Chevrolet Camaro 1LT

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

2012 Chevrolet Camaro 1LT

Mount Sterling, KY

UnscoredLimited · 5
$12,495108,333 mi

Comparison: 5 similar vehicles

Mount Sterling, KY

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Lexington, KY

UnscoredModerate · 39
$12,500171,182 mi

Comparison: 39 similar vehicles

Lexington, KY

2014 INFINITI Q60 Coupe IPL

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

2014 INFINITI Q60 Coupe IPL

Paris, KY

UnscoredInsufficient · 0
$12,599112,008 mi

Paris, KY

2015 Honda Civic EX

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

2015 Honda Civic EX

Somerset, KY

Fair PriceModerate · 33
$12,82598,434 mi

Market: $3,500 – $15,998

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Somerset, KY

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Lexington, KY

UnscoredRobust · 53
$12,980127,744 mi

Comparison: 53 similar vehicles

Lexington, KY

2013 Chevrolet Camaro 2LT

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

2013 Chevrolet Camaro 2LT

Lexington, KY

UnscoredLimited · 7
$12,980131,841 mi

Comparison: 7 similar vehicles

Lexington, KY

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Mount Sterling, KY

Fair PriceModerate · 23
$12,995111,258 mi

Market: $7,500 – $19,590

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Mount Sterling, KY

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Lexington, KY

Fair PriceLimited · 13
$12,99583,000 mi

Market: $10,995 – $15,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Lexington, KY

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Lawrenceburg, KY

UnscoredLimited · 11
$12,995127,314 mi

Comparison: 11 similar vehicles

Lawrenceburg, KY

2009 Ford Mustang GT Premium

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

2009 Ford Mustang GT Premium

Versailles, KY

UnscoredLimited · 6
$13,500104,629 mi

Comparison: 6 similar vehicles

Versailles, KY

2018 Honda Civic EX-L

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

2018 Honda Civic EX-L

Lexington, KY

Fair PriceModerate · 24
$13,99581,989 mi

Market: $12,195 – $20,647

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Lexington, KY

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Lexington, KY

Fair PriceLimited · 12
$14,50067,301 mi

Market: $8,434 – $16,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Lexington, KY

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Georgetown, KY

UnscoredInsufficient · 0
$14,68554,602 mi

Georgetown, KY

2016 Audi A5 Coupe Premium Plus

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

2016 Audi A5 Coupe Premium Plus

Mount Sterling, KY

UnscoredLimited · 6
$14,90087,000 mi

Comparison: 6 similar vehicles

Mount Sterling, KY

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Georgetown, KY

Fair PriceModerate · 39
$14,980115,393 mi

Market: $10,990 – $23,373

Comparison: 39 similar vehicles

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

Georgetown, KY

2015 Chevrolet Camaro 1LS

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

2015 Chevrolet Camaro 1LS

Georgetown, KY

UnscoredLimited · 6
$14,98082,625 mi

Comparison: 6 similar vehicles

Georgetown, KY

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Lexington, KY

UnscoredInsufficient · 0
$15,50048,642 mi

Lexington, 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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