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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 7, 2026

7.1M+

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

280 listings found

1999 Chevrolet Monte Carlo Z34

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

1999 Chevrolet Monte Carlo Z34

Leesburg, FL

UnscoredInsufficient · 0
$2,495172,517 mi

Leesburg, FL

2008 Hyundai Tiburon GT

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

2008 Hyundai Tiburon GT

Gainesville, FL

UnscoredInsufficient · 0
$3,921135,000 mi

Gainesville, FL

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Gainesville, FL

UnscoredInsufficient · 3
$4,000119,909 mi

Comparison: 3 similar vehicles

Gainesville, FL

2004 INFINITI G35 Sport Coupe Base

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

2004 INFINITI G35 Sport Coupe Base

Ocala, FL

UnscoredInsufficient · 0
$4,995116,101 mi

Ocala, FL

2000 Pontiac Firebird Base

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

2000 Pontiac Firebird Base

Williston, FL

UnscoredInsufficient · 0
$5,000190,300 mi

Williston, FL

2012 Honda Civic EX

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

2012 Honda Civic EX

Leesburg, FL

Unscored
$5,294247,427 mi

Comparison: 20 similar vehicles

Leesburg, FL

2001 Toyota Celica GT

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

2001 Toyota Celica GT

Ocala, FL

UnscoredInsufficient · 0
$5,899155,087 mi

Ocala, FL

2011 Dodge Challenger SE

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

2011 Dodge Challenger SE

Leesburg, FL

Unscored
$5,995363,509 mi

Comparison: 6 similar vehicles

Leesburg, FL

2005 Chrysler Crossfire Limited

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

2005 Chrysler Crossfire Limited

Spring Hill, FL

Unscored
$5,99579,113 mi

Comparison: 6 similar vehicles

Spring Hill, FL

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Gainesville, FL

Unscored
$6,000195,674 mi

Comparison: 9 similar vehicles

Gainesville, FL

1998 Honda Accord EX

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

1998 Honda Accord EX

Homosassa, FL

UnscoredInsufficient · 0
$6,294136,669 mi

Homosassa, FL

2008 Honda Civic SI

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

2008 Honda Civic SI

Brooksville, FL

Unscored
$6,499207,000 mi

Comparison: 5 similar vehicles

Brooksville, FL

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

Ocala, FL

Unscored
$6,999163,253 mi

Comparison: 10 similar vehicles

Ocala, FL

2004 Mazda RX-8 - AT

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

2004 Mazda RX-8 - AT

Homosassa, FL

UnscoredInsufficient · 0
$7,29481,600 mi

Homosassa, FL

2011 Scion tC Base

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

2011 Scion tC Base

Gainesville, FL

UnscoredInsufficient · 0
$7,480140,554 mi

Gainesville, FL

2012 Honda Civic EX

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

2012 Honda Civic EX

Gainesville, FL

Fair PriceModerate · 21
$7,500Mileage not verified

Market: $3,999 – $12,499

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 297 days listed (based on current market benchmarks)

Gainesville, FL

1998 Lexus SC 400

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

1998 Lexus SC 400

Gainesville, FL

UnscoredInsufficient · 0
$7,900196,953 mi

Gainesville, FL

2012 Mercedes-Benz E-Class E350

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

2012 Mercedes-Benz E-Class E350

Leesburg, FL

Unscored
$7,995153,645 mi

Comparison: 9 similar vehicles

Leesburg, FL

2010 Scion tC Release Series 6.0

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

2010 Scion tC Release Series 6.0

Brooksville, FL

UnscoredInsufficient · 0
$7,995118,772 mi

Brooksville, FL

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

Leesburg, FL

Unscored
$8,490137,846 mi

Comparison: 9 similar vehicles

Leesburg, FL

2014 Honda Civic LX

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

2014 Honda Civic LX

Fruitland Park, FL

UnscoredInsufficient · 4
$8,969165,000 mi

Comparison: 4 similar vehicles

Fruitland Park, FL

2005 Honda Accord EX

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

2005 Honda Accord EX

Homosassa, FL

UnscoredInsufficient · 3
$9,000100,331 mi

Comparison: 3 similar vehicles

Homosassa, FL

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Fruitland Park, FL

UnscoredInsufficient · 4
$9,223107,053 mi

Comparison: 4 similar vehicles

Fruitland Park, FL

2014 Scion tC Base

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

2014 Scion tC Base

Homosassa, FL

UnscoredInsufficient · 0
$9,294152,871 mi

Homosassa, FL

2012 Cadillac CTS Coupe Premium Collection

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

2012 Cadillac CTS Coupe Premium Collection

Inverness, FL

UnscoredInsufficient · 0
$9,50087,055 mi

Inverness, FL

2013 Nissan Altima Coupe S

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

2013 Nissan Altima Coupe S

Gainesville, FL

Unscored
$9,99081,000 mi

Comparison: 6 similar vehicles

Gainesville, FL

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

Brooksville, FL

UnscoredInsufficient · 0
$9,995121,182 mi

Brooksville, FL

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

Bushnell, FL

Unscored
$10,589145,861 mi

Comparison: 9 similar vehicles

Bushnell, FL

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

Alachua, FL

Fair PriceModerate · 36
$10,599113,120 mi

Market: $6,371 – $18,020

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 188 days listed (based on current market benchmarks)

Alachua, FL

2010 Mercedes-Benz E-Class E350

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

2010 Mercedes-Benz E-Class E350

Homosassa, FL

UnscoredInsufficient · 3
$11,29494,575 mi

Comparison: 3 similar vehicles

Homosassa, FL

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Ocala, FL

Unscored
$11,498110,644 mi

Comparison: 9 similar vehicles

Ocala, FL

2011 Chevrolet Camaro 1LT

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

2011 Chevrolet Camaro 1LT

Gainesville, FL

Unscored
$11,570114,275 mi

Comparison: 5 similar vehicles

Gainesville, FL

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Ocala, FL

Fair PriceModerate · 26
$11,925Mileage not verified

Market: $10,889 – $24,788

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 631 days listed (based on current market benchmarks)

Ocala, FL

1999 Chevrolet Corvette Base

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

1999 Chevrolet Corvette Base

Leesburg, FL

Unscored
$11,995102,473 mi

Comparison: 5 similar vehicles

Leesburg, FL

2017 Dodge Challenger GT

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

2017 Dodge Challenger GT

Gainesville, FL

UnscoredInsufficient · 0
$11,999119,929 mi

Gainesville, FL

2011 Hyundai Genesis Coupe Premium

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

2011 Hyundai Genesis Coupe Premium

Ocala, FL

UnscoredInsufficient · 0
$11,99950,099 mi

Ocala, FL

2010 Ford Mustang V6 Premium

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

2010 Ford Mustang V6 Premium

Brooksville, FL

Unscored
$12,899100,000 mi

Comparison: 9 similar vehicles

Brooksville, FL

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Ocala, FL

Fair PriceLimited · 16
$12,900101,000 mi

Market: $10,997 – $21,698

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 325 days listed (based on current market benchmarks)

Ocala, FL

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Brooksville, FL

Unscored
$13,500152,000 mi

Comparison: 42 similar vehicles

Brooksville, FL

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Chiefland, FL

Salvage title
$13,95262,293 mi

Chiefland, FL

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Ocala, FL

Fair PriceModerate · 39
$14,500115,190 mi

Market: $8,399 – $21,386

Comparison: 39 similar vehicles

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

Ocala, FL

2017 Honda Civic LX

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

2017 Honda Civic LX

Ocala, FL

Fair PriceRobust · 84
$14,56872,461 mi

Market: $7,999 – $19,387

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Ocala, FL

2018 Dodge Challenger GT

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

2018 Dodge Challenger GT

Fruitland Park, FL

Unscored
$14,591134,379 mi

Comparison: 6 similar vehicles

Fruitland Park, FL

2016 BMW 4 Series 435i

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

2016 BMW 4 Series 435i

Gainesville, FL

Unscored
$14,95095,169 mi

Comparison: 5 similar vehicles

Gainesville, FL

2017 Ford Mustang EcoBoost Premium

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

2017 Ford Mustang EcoBoost Premium

Gainesville, FL

Unscored
$14,995133,864 mi

Comparison: 42 similar vehicles

Gainesville, FL

2015 Dodge Challenger R/T

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

2015 Dodge Challenger R/T

Brooksville, FL

Unscored
$14,999187,000 mi

Comparison: 14 similar vehicles

Brooksville, FL

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Gainesville, FL

Fair PriceLimited · 19
$15,29989,225 mi

Market: $13,523 – $19,280

Comparison: 19 similar vehicles

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

Gainesville, FL

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

Ocala, FL

Fair PriceModerate · 22
$15,938102,565 mi

Market: $15,093 – $19,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Ocala, FL

2015 BMW 2 Series 228i

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

2015 BMW 2 Series 228i

Ocala, FL

UnscoredInsufficient · 0
$15,95559,958 mi

Ocala, FL

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Homosassa, FL

Fair PriceModerate · 40
$15,99189,595 mi

Market: $6,998 – $20,590

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Homosassa, FL

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 recently 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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