Skip to main content
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

222 listings found

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

Adrian, MI

UnscoredInsufficient · 0
$2,500197,036 mi

Adrian, MI

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 · 3
$3,173143,338 mi

Comparison: 3 similar vehicles

Fostoria, OH

2005 Ford Mustang Premium

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

2005 Ford Mustang Premium

Toledo, OH

UnscoredInsufficient · 0
$3,995199,456 mi

Toledo, OH

2015 Honda Civic EX

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

2015 Honda Civic EX

Toledo, OH

UnscoredLimited · 5
$5,900228,214 mi

Comparison: 5 similar vehicles

Toledo, OH

2011 Cadillac CTS Base

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

2011 Cadillac CTS Base

Toledo, OH

UnscoredLimited · 5
$5,995145,434 mi

Comparison: 5 similar vehicles

Toledo, OH

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Erie, MI

UnscoredLimited · 10
$5,995152,000 mi

Comparison: 10 similar vehicles

Erie, MI

2003 Honda Civic EX

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

2003 Honda Civic EX

Toledo, OH

UnscoredInsufficient · 4
$5,995125,513 mi

Comparison: 4 similar vehicles

Toledo, OH

2011 Honda Civic EX

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

2011 Honda Civic EX

Oregon, OH

UnscoredInsufficient · 0
$6,200180,000 mi

Oregon, OH

2012 Nissan Altima S

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

2012 Nissan Altima S

Toledo, OH

UnscoredInsufficient · 4
$6,447134,899 mi

Comparison: 4 similar vehicles

Toledo, OH

2008 Ford Mustang Deluxe

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

2008 Ford Mustang Deluxe

Brownstown Charter Township, MI

UnscoredInsufficient · 0
$6,795147,243 mi

Brownstown Charter Township, MI

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

UnscoredLimited · 5
$7,495104,578 mi

Comparison: 5 similar vehicles

Findlay, OH

2014 Cadillac CTS Coupe Base

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

2014 Cadillac CTS Coupe Base

Adrian, MI

UnscoredInsufficient · 0
$7,900111,163 mi

Adrian, MI

2012 Honda Accord EX

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

2012 Honda Accord EX

Toledo, OH

UnscoredLimited · 15
$8,125154,087 mi

Comparison: 15 similar vehicles

Toledo, OH

2012 Honda Civic LX

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

2012 Honda Civic LX

Bryan, OH

UnscoredRobust · 193
$8,649147,536 mi

Comparison: 193 similar vehicles

Bryan, OH

2012 Chevrolet Camaro 1LT

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

2012 Chevrolet Camaro 1LT

Toledo, OH

UnscoredLimited · 9
$8,995169,777 mi

Comparison: 9 similar vehicles

Toledo, OH

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

Bowling Green, OH

Fair PriceModerate · 26
$9,490Mileage not verified

Market: $3,000 – $11,999

Comparison: 26 similar vehicles

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

Bowling Green, OH

2011 Chevrolet Camaro LS

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

2011 Chevrolet Camaro LS

RAISINVL Township, MI

UnscoredInsufficient · 0
$10,400165,000 mi

RAISINVL Township, MI

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

Adrian, MI

Great DealLimited · 16
$10,50065,900 mi

Market: $11,995 – $19,265

Comparison: 16 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 3 days listed (based on current market benchmarks)

Adrian, MI

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

Adrian, MI

Fair PriceLimited · 14
$10,50077,768 mi

Market: $6,995 – $11,500

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Adrian, MI

2013 Ford Mustang V6 Premium

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

2013 Ford Mustang V6 Premium

Toledo, OH

UnscoredLimited · 5
$10,80096,000 mi

Comparison: 5 similar vehicles

Toledo, OH

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Adrian, MI

Fair PriceModerate · 22
$10,96178,554 mi

Market: $7,995 – $13,608

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Adrian, MI

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Bowling Green, OH

UnscoredLimited · 15
$10,978130,959 mi

Comparison: 15 similar vehicles

Bowling Green, OH

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Sylvania, OH

UnscoredInsufficient · 0
$10,99559,359 mi

Sylvania, OH

2000 Toyota Celica GT

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

2000 Toyota Celica GT

Maumee, OH

UnscoredInsufficient · 0
$11,438143,750 mi

Maumee, OH

2015 Honda Accord EX

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

2015 Honda Accord EX

Toledo, OH

UnscoredLimited · 19
$11,900141,031 mi

Comparison: 19 similar vehicles

Toledo, OH

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

Defiance, OH

Fair PriceRobust · 52
$12,22186,722 mi

Market: $7,500 – $15,990

Comparison: 52 similar vehicles

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

Defiance, OH

2011 Dodge Challenger SE

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

2011 Dodge Challenger SE

Toledo, OH

UnscoredLimited · 5
$12,277113,412 mi

Comparison: 5 similar vehicles

Toledo, OH

2016 Honda Civic LX-P

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

2016 Honda Civic LX-P

Toledo, OH

UnscoredInsufficient · 0
$12,448129,556 mi

Toledo, OH

2000 Chevrolet Corvette Base

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

2000 Chevrolet Corvette Base

Adrian, MI

Fair PriceLimited · 15
$12,49596,438 mi

Market: $7,995 – $24,900

Comparison: 15 similar vehicles

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

Adrian, MI

2015 Ford Mustang EcoBoost Premium

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

2015 Ford Mustang EcoBoost Premium

Adrian, MI

UnscoredModerate · 27
$12,900129,935 mi

Comparison: 27 similar vehicles

Adrian, MI

2004 Ford Mustang GT Deluxe

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

2004 Ford Mustang GT Deluxe

Perrysburg, OH

UnscoredLimited · 7
$12,988105,755 mi

Comparison: 7 similar vehicles

Perrysburg, OH

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Saline, MI

Fair PriceLimited · 11
$13,28091,310 mi

Market: $7,887 – $13,443

Comparison: 11 similar vehicles

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

Saline, MI

2005 Ford Mustang GT Premium

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

2005 Ford Mustang GT Premium

Whitehouse, OH

UnscoredInsufficient · 0
$13,89850,496 mi

Whitehouse, OH

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Toledo, OH

UnscoredModerate · 27
$13,900133,166 mi

Comparison: 27 similar vehicles

Toledo, OH

2015 Honda Civic EX-L

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

2015 Honda Civic EX-L

Maumee, OH

Fair PriceModerate · 20
$13,938109,606 mi

Market: $7,990 – $15,833

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Maumee, 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 PriceModerate · 42
$13,968119,909 mi

Market: $9,495 – $19,995

Comparison: 42 similar vehicles

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

Fostoria, OH

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

Monroe, MI

Salvage title
$14,49979,481 mi

Monroe, MI

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Defiance, OH

Fair PriceLimited · 14
$14,91395,846 mi

Market: $10,995 – $17,645

Comparison: 14 similar vehicles

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

Defiance, OH

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Toledo, OH

Fair PriceLimited · 12
$14,999111,867 mi

Market: $7,995 – $18,840

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

Toledo, 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 · 56
$15,16896,571 mi

Market: $11,995 – $22,003

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Paulding, OH

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

Saline, MI

UnscoredInsufficient · 0
$15,28045,982 mi

Saline, MI

2019 Dodge Challenger R/T

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

2019 Dodge Challenger R/T

Toledo, OH

UnscoredLimited · 11
$15,447126,000 mi

Comparison: 11 similar vehicles

Toledo, 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
$15,68348,874 mi

Findlay, OH

2002 Chevrolet Corvette Base

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

2002 Chevrolet Corvette Base

Sylvania, OH

UnscoredLimited · 6
$15,99998,227 mi

Comparison: 6 similar vehicles

Sylvania, OH

2018 Honda Civic EX-T

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

2018 Honda Civic EX-T

Bowling Green, OH

Fair PriceRobust · 64
$16,250Mileage not verified

Market: $11,997 – $18,488

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Bowling Green, OH

2017 Chevrolet Camaro 2LT

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

2017 Chevrolet Camaro 2LT

Sylvania, OH

Fair PriceModerate · 34
$16,289106,987 mi

Market: $10,432 – $19,999

Comparison: 34 similar vehicles

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

Sylvania, OH

No Photo

2015 Ford Mustang EcoBoost Premium

Montpelier, OH

Fair PriceModerate · 40
$16,30360,026 mi

Market: $11,999 – $18,990

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Montpelier, OH

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Toledo, OH

Fair PriceModerate · 37
$16,90078,358 mi

Market: $14,980 – $21,990

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Toledo, OH

2017 Dodge Challenger R/T

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

2017 Dodge Challenger R/T

Toledo, OH

UnscoredLimited · 12
$17,173137,320 mi

Comparison: 12 similar vehicles

Toledo, OH

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

Ypsilanti, MI

Fair PriceLimited · 10
$17,49584,503 mi

Market: $14,487 – $21,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Ypsilanti, MI

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.