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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 9, 2026

7.3M+

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

500 listings found

2013 Kia Forte Koup EX

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

2013 Kia Forte Koup EX

Fort Myers, FL

UnscoredInsufficient · 0
$3,500106,633 mi

Fort Myers, FL

2002 Chevrolet Monte Carlo LS

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

2002 Chevrolet Monte Carlo LS

Fort Myers, FL

UnscoredInsufficient · 0
$4,50087,535 mi

Fort Myers, FL

2014 Ford Mustang V6

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

2014 Ford Mustang V6

LaBelle, FL

Unscored
$4,562170,775 mi

Comparison: 27 similar vehicles

LaBelle, FL

2008 Honda Civic LX

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

2008 Honda Civic LX

Fort Myers, FL

Unscored
$5,995153,136 mi

Comparison: 18 similar vehicles

Fort Myers, FL

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Bonita Springs, FL

Unscored
$6,499139,000 mi

Comparison: 11 similar vehicles

Bonita Springs, FL

2012 MINI Cooper Base

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

2012 MINI Cooper Base

Fort Myers, FL

Unscored
$6,500Mileage not verified

Comparison: 6 similar vehicles

Fort Myers, FL

2012 Cadillac CTS Coupe Performance Collection

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

2012 Cadillac CTS Coupe Performance Collection

Fort Myers, FL

UnscoredInsufficient · 0
$7,989115,443 mi

Fort Myers, FL

2015 Scion tC Release Series 9.0

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

2015 Scion tC Release Series 9.0

Fort Myers, FL

UnscoredInsufficient · 3
$7,999110,614 mi

Comparison: 3 similar vehicles

Fort Myers, FL

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Fort Myers, FL

Unscored
$7,999149,562 mi

Comparison: 11 similar vehicles

Fort Myers, FL

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

North Fort Myers, FL

UnscoredInsufficient · 0
$7,999150,891 mi

North Fort Myers, FL

2015 Honda Civic EX

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

2015 Honda Civic EX

Naples, FL

UnscoredInsufficient · 3
$8,000Mileage not verified

Comparison: 3 similar vehicles

Naples, FL

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

LaBelle, FL

UnscoredInsufficient · 3
$8,250147,407 mi

Comparison: 3 similar vehicles

LaBelle, FL

2012 Honda Civic LX

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

2012 Honda Civic LX

Bonita Springs, FL

Fair PriceRobust · 88
$8,494102,414 mi

Market: $2,500 – $10,991

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Bonita Springs, FL

2016 BMW 2 Series M235i

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

2016 BMW 2 Series M235i

Lehigh Acres, FL

Unscored
$8,500133,112 mi

Comparison: 19 similar vehicles

Lehigh Acres, FL

2012 Honda Civic EX

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

2012 Honda Civic EX

Fort Myers, FL

Fair PriceModerate · 21
$8,848109,795 mi

Market: $3,995 – $11,430

Comparison: 21 similar vehicles

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

Fort Myers, FL

2015 Ford Mustang V6

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

2015 Ford Mustang V6

Naples, FL

Unscored
$8,995149,905 mi

Comparison: 27 similar vehicles

Naples, FL

2012 Audi A5 Premium

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

2012 Audi A5 Premium

Naples, FL

UnscoredInsufficient · 0
$9,75081,000 mi

Naples, FL

No Photo

2012 Hyundai Genesis Coupe Base

Fort Myers Beach, FL

Unscored
$9,900109,868 mi

Comparison: 5 similar vehicles

Fort Myers Beach, FL

2013 Cadillac CTS Coupe Base

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

2013 Cadillac CTS Coupe Base

Fort Myers, FL

UnscoredInsufficient · 0
$9,99983,926 mi

Fort Myers, FL

2012 BMW 3 Series 335i

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

2012 BMW 3 Series 335i

Fort Myers, FL

Unscored
$9,999165,005 mi

Comparison: 6 similar vehicles

Fort Myers, FL

2019 Honda Civic Sport

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

2019 Honda Civic Sport

Fort Myers, FL

Salvage title
$10,49881,716 mi

Fort Myers, FL

2015 Honda Civic LX

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

2015 Honda Civic LX

Fort Myers, FL

Unscored
$10,75080,233 mi

Comparison: 5 similar vehicles

Fort Myers, 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

Fort Myers, FL

Fair PriceLimited · 10
$10,90099,618 mi

Market: $8,299 – $17,590

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Fort Myers, FL

2014 Dodge Challenger Rallye Redline

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

2014 Dodge Challenger Rallye Redline

North Fort Myers, FL

UnscoredInsufficient · 0
$10,90076,690 mi

North Fort Myers, FL

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

North Fort Myers, FL

Unscored
$10,900120,080 mi

Comparison: 12 similar vehicles

North Fort Myers, FL

2012 Chevrolet Camaro 2LS

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

2012 Chevrolet Camaro 2LS

LaBelle, FL

UnscoredInsufficient · 3
$11,200147,776 mi

Comparison: 3 similar vehicles

LaBelle, FL

1997 Chevrolet Corvette Base

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

1997 Chevrolet Corvette Base

Bonita Springs, FL

UnscoredInsufficient · 0
$11,498122,597 mi

Bonita Springs, FL

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

North Fort Myers, FL

Unscored
$11,565126,905 mi

Comparison: 34 similar vehicles

North Fort Myers, FL

2012 Mercedes-Benz E-Class E550

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

2012 Mercedes-Benz E-Class E550

Fort Myers, FL

UnscoredInsufficient · 3
$11,59988,999 mi

Comparison: 3 similar vehicles

Fort Myers, FL

2014 Audi A5 Premium

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

2014 Audi A5 Premium

North Fort Myers, FL

Fair PriceLimited · 10
$11,99987,146 mi

Market: $5,999 – $13,390

Comparison: 10 similar vehicles

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

North Fort Myers, 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

North Fort Myers, FL

Unscored
$12,49570,732 mi

Comparison: 9 similar vehicles

North Fort Myers, FL

2017 INFINITI Q60 Coupe Base

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

2017 INFINITI Q60 Coupe Base

North Fort Myers, FL

UnscoredInsufficient · 0
$12,673117,546 mi

North Fort Myers, FL

2000 Pontiac Firebird Base

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

2000 Pontiac Firebird Base

Naples, FL

UnscoredInsufficient · 0
$12,90059,799 mi

Naples, FL

2012 Chevrolet Camaro 2LT

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

2012 Chevrolet Camaro 2LT

Fort Myers, FL

Unscored
$12,995130,291 mi

Comparison: 12 similar vehicles

Fort Myers, FL

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Naples, FL

Unscored
$13,200136,453 mi

Comparison: 28 similar vehicles

Naples, FL

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

LaBelle, FL

Salvage title
$13,75262,293 mi

LaBelle, FL

2013 Mercedes-Benz E-Class E350

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

2013 Mercedes-Benz E-Class E350

Naples, FL

Unscored
$13,90082,956 mi

Comparison: 9 similar vehicles

Naples, FL

2011 Dodge Challenger SE

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

2011 Dodge Challenger SE

Naples, FL

Unscored
$13,99867,454 mi

Comparison: 5 similar vehicles

Naples, FL

2016 Honda Civic EX-L

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

2016 Honda Civic EX-L

Naples, FL

Fair PriceLimited · 17
$14,771112,439 mi

Market: $8,995 – $18,290

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Naples, FL

2015 Ford Mustang V6

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

2015 Ford Mustang V6

Fort Myers, FL

Unscored
$14,990110,859 mi

Comparison: 6 similar vehicles

Fort Myers, FL

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

Fort Myers, FL

Fair PriceModerate · 32
$14,990110,859 mi

Market: $6,900 – $20,295

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 234 days listed (based on current market benchmarks)

Fort Myers, FL

2021 Ford Mustang EcoBoost Premium

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

2021 Ford Mustang EcoBoost Premium

Fort Myers, FL

Fair PriceModerate · 36
$14,995110,366 mi

Market: $13,995 – $23,990

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Fort Myers, FL

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Fort Myers, FL

Unscored
$14,995114,359 mi

Comparison: 8 similar vehicles

Fort Myers, FL

2016 Cadillac ATS Coupe Luxury Collection

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

2016 Cadillac ATS Coupe Luxury Collection

Fort Myers, FL

UnscoredInsufficient · 0
$14,99991,849 mi

Fort Myers, FL

2020 Honda Civic Sport

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

2020 Honda Civic Sport

Fort Myers, FL

Unscored
$15,000105,237 mi

Comparison: 7 similar vehicles

Fort Myers, FL

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Fort Myers, FL

Fair PriceModerate · 32
$15,00091,702 mi

Market: $12,799 – $23,995

Comparison: 32 similar vehicles

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

Fort Myers, FL

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Fort Myers, FL

UnscoredInsufficient · 3
$15,00079,029 mi

Comparison: 3 similar vehicles

Fort Myers, FL

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Fort Myers, FL

Fair PriceModerate · 30
$15,42391,065 mi

Market: $7,500 – $31,900

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Fort Myers, FL

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Fort Myers, FL

Unscored
$15,49578,048 mi

Comparison: 8 similar vehicles

Fort Myers, FL

2000 Chevrolet Corvette Base

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

2000 Chevrolet Corvette Base

Fort Myers, FL

UnscoredInsufficient · 3
$15,500Mileage not verified

Comparison: 3 similar vehicles

Fort Myers, FL

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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