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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 4, 2026

6.8M+

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

126 listings found

2007 Honda Civic EX

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

2007 Honda Civic EX

Lima, OH

Unscored
$2,877182,358 mi

Comparison: 15 similar vehicles

Lima, OH

2003 Ford Mustang Standard

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

2003 Ford Mustang Standard

Fostoria, OH

UnscoredInsufficient · 0
$3,173143,338 mi

Fostoria, OH

2000 BMW 3 Series Base

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

2000 BMW 3 Series Base

Findlay, OH

UnscoredInsufficient · 4
$7,495104,578 mi

Comparison: 4 similar vehicles

Findlay, OH

2008 BMW 1 Series 135i

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

2008 BMW 1 Series 135i

Sidney, OH

Unscored
$7,77796,708 mi

Comparison: 5 similar vehicles

Sidney, OH

2000 Pontiac Firebird Base

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

2000 Pontiac Firebird Base

Van Wert, OH

UnscoredInsufficient · 0
$9,495111,301 mi

Van Wert, OH

2012 Honda Civic SI

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

2012 Honda Civic SI

Troy, OH

Unscored
$9,724165,000 mi

Comparison: 29 similar vehicles

Troy, OH

2014 Mercedes-Benz E-Class E350

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

2014 Mercedes-Benz E-Class E350

Celina, OH

Fair PriceLimited · 18
$12,900Mileage not verified

Market: $5,900 – $18,590

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 540 days listed (based on current market benchmarks)

Celina, OH

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Saint Marys, OH

Fair PriceModerate · 36
$12,99596,620 mi

Market: $7,245 – $16,280

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Saint Marys, OH

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Lima, OH

Unscored
$13,148140,553 mi

Comparison: 21 similar vehicles

Lima, OH

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Fostoria, OH

Fair PriceRobust · 57
$13,968119,909 mi

Market: $9,495 – $19,995

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Fostoria, OH

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Bellefontaine, OH

Unscored
$13,986128,671 mi

Comparison: 23 similar vehicles

Bellefontaine, OH

2013 Chevrolet Camaro 2LS

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

2013 Chevrolet Camaro 2LS

Findlay, OH

UnscoredInsufficient · 0
$14,39348,874 mi

Findlay, OH

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Saint Marys, OH

UnscoredInsufficient · 0
$14,49539,552 mi

Saint Marys, OH

2009 Dodge Challenger R/T

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

2009 Dodge Challenger R/T

Lima, OH

Fair PriceLimited · 10
$15,37389,124 mi

Market: $7,999 – $18,800

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Lima, OH

2013 Chevrolet Camaro 1SS

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

2013 Chevrolet Camaro 1SS

Findlay, OH

UnscoredInsufficient · 3
$15,715125,827 mi

Comparison: 3 similar vehicles

Findlay, OH

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

Paulding, OH

Fair PriceRobust · 79
$16,65596,571 mi

Market: $10,900 – $21,873

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Paulding, OH

1998 Chevrolet Corvette Base

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

1998 Chevrolet Corvette Base

Troy, OH

Fair PriceLimited · 15
$16,785111,462 mi

Market: $10,900 – $16,999

Comparison: 15 similar vehicles

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

Troy, OH

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Decatur, IN

Fair PriceModerate · 31
$16,99599,703 mi

Market: $9,990 – $21,990

Comparison: 31 similar vehicles

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

Decatur, IN

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

Decatur, IN

Fair PriceLimited · 16
$17,194101,026 mi

Market: $13,495 – $18,151

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Decatur, IN

2020 Honda Civic Si

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

2020 Honda Civic Si

Bellefontaine, OH

Unscored
$17,495140,328 mi

Comparison: 18 similar vehicles

Bellefontaine, OH

2005 Ford Mustang GT Deluxe

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

2005 Ford Mustang GT Deluxe

Defiance, OH

UnscoredInsufficient · 0
$20,00017,797 mi

Defiance, OH

2019 Chevrolet Camaro 2LT

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

2019 Chevrolet Camaro 2LT

Fostoria, OH

UnscoredInsufficient · 0
$20,383133,039 mi

Fostoria, OH

2017 Dodge Challenger GT

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

2017 Dodge Challenger GT

Celina, OH

UnscoredInsufficient · 0
$20,75054,304 mi

Celina, OH

2018 Toyota 86 GT

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

2018 Toyota 86 GT

Findlay, OH

UnscoredInsufficient · 0
$21,82444,606 mi

Findlay, OH

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Troy, OH

UnscoredInsufficient · 0
$21,86545,077 mi

Troy, OH

2017 Dodge Challenger SXT Plus

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

2017 Dodge Challenger SXT Plus

Lima, OH

UnscoredInsufficient · 0
$21,89849,607 mi

Lima, OH

2020 Dodge Challenger R/T

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

2020 Dodge Challenger R/T

Defiance, OH

Fair PriceModerate · 25
$22,52461,097 mi

Market: $18,189 – $42,900

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Defiance, OH

2018 Ford Mustang GT

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

2018 Ford Mustang GT

Findlay, OH

UnscoredInsufficient · 0
$22,71565,734 mi

Findlay, OH

2002 Chevrolet Camaro Z28

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

2002 Chevrolet Camaro Z28

Lima, OH

UnscoredInsufficient · 3
$22,9006,000 mi

Comparison: 3 similar vehicles

Lima, OH

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Van Wert, OH

Fair PriceRobust · 51
$22,99865,893 mi

Market: $15,000 – $27,170

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Van Wert, OH

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Ottawa, OH

Fair PriceModerate · 28
$23,04165,457 mi

Market: $11,500 – $34,900

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Ottawa, OH

2020 Chevrolet Camaro 1LT

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

2020 Chevrolet Camaro 1LT

Sidney, OH

UnscoredInsufficient · 4
$23,97748,294 mi

Comparison: 4 similar vehicles

Sidney, OH

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Bellefontaine, OH

Unscored
$23,98770,000 mi

Comparison: 18 similar vehicles

Bellefontaine, OH

2020 Dodge Challenger R/T

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

2020 Dodge Challenger R/T

Decatur, IN

Fair PriceModerate · 30
$24,19481,351 mi

Market: $18,189 – $42,900

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Decatur, IN

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Wapakoneta, OH

Unscored
$27,34827,539 mi

Comparison: 7 similar vehicles

Wapakoneta, OH

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Van Wert, OH

Unscored
$27,68621,015 mi

Comparison: 7 similar vehicles

Van Wert, OH

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Saint Marys, OH

Unscored
$28,29845,670 mi

Comparison: 7 similar vehicles

Saint Marys, OH

2006 Chevrolet Corvette Base

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

2006 Chevrolet Corvette Base

Saint Marys, OH

Unscored
$28,29831,155 mi

Comparison: 5 similar vehicles

Saint Marys, OH

2017 Ford Mustang GT Premium

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

2017 Ford Mustang GT Premium

Sidney, OH

Fair PriceModerate · 33
$28,77775,864 mi

Market: $19,900 – $39,500

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Sidney, OH

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Lima, OH

Fair PriceModerate · 47
$29,35335,465 mi

Market: $24,438 – $31,684

Comparison: 47 similar vehicles

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

Lima, OH

2020 Dodge Challenger R/T

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

2020 Dodge Challenger R/T

Berne, IN

Unscored
$29,90028,302 mi

Comparison: 7 similar vehicles

Berne, IN

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Saint Marys, OH

UnscoredInsufficient · 4
$30,29826,612 mi

Comparison: 4 similar vehicles

Saint Marys, OH

2018 Chevrolet Camaro 1SS

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

2018 Chevrolet Camaro 1SS

Napoleon, OH

UnscoredInsufficient · 0
$30,34758,260 mi

Napoleon, OH

2019 Ford Mustang GT

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

2019 Ford Mustang GT

Findlay, OH

UnscoredInsufficient · 0
$30,40555,978 mi

Findlay, OH

2019 Audi TT Coupe Base

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

2019 Audi TT Coupe Base

Defiance, OH

UnscoredInsufficient · 0
$30,55950,552 mi

Defiance, OH

2021 Chevrolet Camaro 2LT

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

2021 Chevrolet Camaro 2LT

Decatur, IN

UnscoredInsufficient · 0
$30,60135,459 mi

Decatur, IN

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Minster, OH

OverpricedLimited · 10
$30,69033,298 mi

Market: $25,939 – $29,729

Comparison: 10 similar vehicles

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

Minster, OH

2013 Cadillac CTS Coupe Premium Collection

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

2013 Cadillac CTS Coupe Premium Collection

Monroeville, IN

UnscoredInsufficient · 0
$31,000Mileage not verified

Monroeville, IN

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

Saint Marys, OH

UnscoredInsufficient · 0
$31,49536,764 mi

Saint Marys, OH

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Findlay, OH

Fair PriceLimited · 18
$31,87013,542 mi

Market: $30,943 – $32,990

Comparison: 18 similar vehicles

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

Findlay, OH

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.
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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