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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

368 listings found

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Sulphur Springs, TX

UnscoredModerate · 32
$5,724215,332 mi

Comparison: 32 similar vehicles

Sulphur Springs, TX

2007 Toyota Camry Solara SE

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

2007 Toyota Camry Solara SE

Saint Paul, TX

UnscoredInsufficient · 0
$5,900185,110 mi

Saint Paul, TX

2012 Scion tC Base

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

2012 Scion tC Base

Wylie, TX

UnscoredInsufficient · 0
$6,495140,137 mi

Wylie, TX

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

Wylie, TX

UnscoredLimited · 9
$6,750182,511 mi

Comparison: 9 similar vehicles

Wylie, TX

2011 Mitsubishi Eclipse GS-Sport

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

2011 Mitsubishi Eclipse GS-Sport

Sachse, TX

UnscoredInsufficient · 0
$6,999109,330 mi

Sachse, TX

2011 BMW 1 Series 128i

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

2011 BMW 1 Series 128i

Allen, TX

UnscoredInsufficient · 0
$7,00098,365 mi

Allen, TX

2013 Honda Accord EX-L V6

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

2013 Honda Accord EX-L V6

Wylie, TX

UnscoredLimited · 9
$7,500197,247 mi

Comparison: 9 similar vehicles

Wylie, TX

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

Van Alstyne, TX

UnscoredInsufficient · 0
$7,50079,510 mi

Van Alstyne, TX

2012 INFINITI G Coupe 37x

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

2012 INFINITI G Coupe 37x

Princeton, TX

UnscoredInsufficient · 0
$7,500127,600 mi

Princeton, TX

2008 Audi TT Base

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

2008 Audi TT Base

Van Alstyne, TX

UnscoredInsufficient · 3
$7,500131,650 mi

Comparison: 3 similar vehicles

Van Alstyne, TX

2012 Honda Civic LX

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

2012 Honda Civic LX

Sherman, TX

UnscoredModerate · 32
$8,224162,530 mi

Comparison: 32 similar vehicles

Sherman, TX

2012 INFINITI G Coupe 37 Journey

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

2012 INFINITI G Coupe 37 Journey

Princeton, TX

UnscoredInsufficient · 0
$8,500104,246 mi

Princeton, TX

1999 Ford Mustang COBRA SVT

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

1999 Ford Mustang COBRA SVT

Van Alstyne, TX

UnscoredInsufficient · 0
$8,500124,780 mi

Van Alstyne, TX

2008 INFINITI G 37 Journey

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

2008 INFINITI G 37 Journey

Wylie, TX

UnscoredLimited · 5
$8,750112,461 mi

Comparison: 5 similar vehicles

Wylie, TX

2015 Honda Accord LX-S

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

2015 Honda Accord LX-S

McKinney, TX

UnscoredInsufficient · 4
$8,758160,205 mi

Comparison: 4 similar vehicles

McKinney, TX

2012 Dodge Challenger R/T

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

2012 Dodge Challenger R/T

Plano, TX

UnscoredInsufficient · 0
$8,800113,980 mi

Plano, TX

2014 Chevrolet Camaro 1LS

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

2014 Chevrolet Camaro 1LS

Bonham, TX

UnscoredInsufficient · 0
$8,999141,586 mi

Bonham, TX

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Commerce, TX

Great DealModerate · 25
$8,999103,539 mi

Market: $10,995 – $15,987

Comparison: 25 similar vehicles

Competitively priced ~18% below the typical range compared to similar vehicles · 182 days listed (based on current market benchmarks)

Commerce, TX

2009 Audi A5 Base

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

2009 Audi A5 Base

Bonham, TX

UnscoredInsufficient · 0
$8,999121,886 mi

Bonham, TX

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Frisco, TX

UnscoredLimited · 6
$9,790126,605 mi

Comparison: 6 similar vehicles

Frisco, TX

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

Plano, TX

Fair PriceLimited · 11
$9,90090,099 mi

Market: $4,645 – $14,995

Comparison: 11 similar vehicles

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

Plano, TX

2012 Ford Mustang V6 Premium

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

2012 Ford Mustang V6 Premium

Wylie, TX

UnscoredInsufficient · 3
$9,995139,454 mi

Comparison: 3 similar vehicles

Wylie, TX

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Sherman, TX

UnscoredInsufficient · 0
$9,995189,830 mi

Sherman, TX

2010 Hyundai Genesis Coupe Base

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

2010 Hyundai Genesis Coupe Base

Plano, TX

UnscoredInsufficient · 0
$10,49047,160 mi

Plano, TX

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

Wylie, TX

UnscoredInsufficient · 4
$10,995117,007 mi

Comparison: 4 similar vehicles

Wylie, TX

2014 Honda Civic LX

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

2014 Honda Civic LX

Caddo Mills, TX

OverpricedLimited · 11
$11,34591,233 mi

Market: $5,500 – $10,782

Comparison: 11 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Caddo Mills, TX

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Wylie, TX

Salvage title
$11,90097,599 mi

Wylie, TX

2012 Chevrolet Camaro 1LT

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

2012 Chevrolet Camaro 1LT

Greenville, TX

UnscoredInsufficient · 4
$11,900167,000 mi

Comparison: 4 similar vehicles

Greenville, TX

2010 Chevrolet Camaro 1LT

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

2010 Chevrolet Camaro 1LT

Greenville, TX

UnscoredInsufficient · 0
$11,900133,690 mi

Greenville, TX

2013 Scion FR-S Base

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

2013 Scion FR-S Base

Sachse, TX

UnscoredInsufficient · 0
$12,49976,460 mi

Sachse, TX

2012 Chevrolet Camaro 2LS

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

2012 Chevrolet Camaro 2LS

Royse City, TX

UnscoredLimited · 5
$12,950135,391 mi

Comparison: 5 similar vehicles

Royse City, TX

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Plano, TX

UnscoredLimited · 8
$12,99087,705 mi

Comparison: 8 similar vehicles

Plano, TX

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Frisco, TX

UnscoredLimited · 6
$13,990101,389 mi

Comparison: 6 similar vehicles

Frisco, TX

2003 Chevrolet Corvette Base

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

2003 Chevrolet Corvette Base

Plano, TX

UnscoredLimited · 7
$14,27494,276 mi

Comparison: 7 similar vehicles

Plano, TX

2014 Ford Mustang V6 Premium

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

2014 Ford Mustang V6 Premium

Plano, TX

OverpricedLimited · 10
$14,850102,534 mi

Market: $6,750 – $10,904

Comparison: 10 similar vehicles

Priced ~36% above the typical market range for similar vehicles (based on current market benchmarks)

Plano, TX

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Plano, TX

UnscoredInsufficient · 3
$14,95099,835 mi

Comparison: 3 similar vehicles

Plano, TX

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Sachse, TX

UnscoredLimited · 6
$14,995121,628 mi

Comparison: 6 similar vehicles

Sachse, TX

2015 Chevrolet Camaro 1LS

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

2015 Chevrolet Camaro 1LS

Caddo Mills, TX

UnscoredLimited · 5
$15,950118,935 mi

Comparison: 5 similar vehicles

Caddo Mills, TX

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Plano, TX

UnscoredLimited · 7
$15,992100,614 mi

Comparison: 7 similar vehicles

Plano, TX

2016 BMW 6 Series 650i

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

2016 BMW 6 Series 650i

Frisco, TX

UnscoredInsufficient · 0
$16,49094,304 mi

Frisco, TX

2017 Honda Civic LX

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

2017 Honda Civic LX

Wylie, TX

UnscoredInsufficient · 0
$16,97553,723 mi

Wylie, TX

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Plano, TX

Fair PriceLimited · 19
$17,14970,292 mi

Market: $16,999 – $26,828

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Plano, TX

2021 Chevrolet Camaro 1LS

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

2021 Chevrolet Camaro 1LS

Sachse, TX

UnscoredInsufficient · 0
$17,155100,433 mi

Sachse, TX

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Sherman, TX

Fair PriceRobust · 59
$17,22091,465 mi

Market: $7,777 – $20,998

Comparison: 59 similar vehicles

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

Sherman, TX

2015 Lexus RC 350

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

2015 Lexus RC 350

Plano, TX

UnscoredInsufficient · 3
$17,228159,230 mi

Comparison: 3 similar vehicles

Plano, TX

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Princeton, TX

Fair PriceLimited · 11
$17,39961,720 mi

Market: $12,990 – $22,029

Comparison: 11 similar vehicles

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

Princeton, TX

2017 Ford Mustang EcoBoost

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

2017 Ford Mustang EcoBoost

Whitesboro, TX

OverpricedLimited · 18
$17,42566,744 mi

Market: $11,629 – $16,998

Comparison: 18 similar vehicles

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

Whitesboro, TX

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Sulphur Springs, TX

UnscoredLimited · 10
$17,450141,058 mi

Comparison: 10 similar vehicles

Sulphur Springs, TX

2014 Ford Mustang GT Premium

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

2014 Ford Mustang GT Premium

Sherman, TX

UnscoredInsufficient · 0
$17,46854,609 mi

Sherman, TX

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Plano, TX

UnscoredLimited · 7
$17,899106,001 mi

Comparison: 7 similar vehicles

Plano, TX

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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