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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 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

38 listings found

2008 Chrysler Sebring Touring

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

2008 Chrysler Sebring Touring

Fort Myers Beach, FL

UnscoredLimited · 9
$5,900137,568 mi

Comparison: 9 similar vehicles

Fort Myers Beach, FL

2007 Hyundai Santa Fe Limited

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

2007 Hyundai Santa Fe Limited

Fort Myers Beach, FL

UnscoredInsufficient · 4
$6,900121,565 mi

Comparison: 4 similar vehicles

Fort Myers Beach, FL

2013 Ford Escape SE

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

2013 Ford Escape SE

Fort Myers Beach, FL

UnscoredInsufficient · 3
$7,300117,962 mi

Comparison: 3 similar vehicles

Fort Myers Beach, FL

2012 Toyota Prius v Five

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

2012 Toyota Prius v Five

Fort Myers Beach, FL

UnscoredLimited · 8
$7,400163,329 mi

Comparison: 8 similar vehicles

Fort Myers Beach, FL

2012 Chevrolet Impala LT

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

2012 Chevrolet Impala LT

Fort Myers Beach, FL

UnscoredInsufficient · 0
$7,90076,117 mi

Fort Myers Beach, FL

2012 Mazda CX-9 Grand Touring

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

2012 Mazda CX-9 Grand Touring

Fort Myers Beach, FL

UnscoredInsufficient · 3
$7,900151,409 mi

Comparison: 3 similar vehicles

Fort Myers Beach, FL

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Fort Myers Beach, FL

UnscoredInsufficient · 4
$8,900136,316 mi

Comparison: 4 similar vehicles

Fort Myers Beach, FL

2014 MINI Cooper Base

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

2014 MINI Cooper Base

Fort Myers Beach, FL

UnscoredInsufficient · 4
$9,40083,171 mi

Comparison: 4 similar vehicles

Fort Myers Beach, FL

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Fort Myers Beach, FL

UnscoredInsufficient · 4
$9,900158,752 mi

Comparison: 4 similar vehicles

Fort Myers Beach, FL

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Fort Myers Beach, FL

Fair PriceModerate · 42
$9,90089,193 mi

Market: $3,800 – $14,795

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Fort Myers Beach, FL

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Fort Myers Beach, FL

UnscoredLimited · 5
$9,90071,359 mi

Comparison: 5 similar vehicles

Fort Myers Beach, FL

2013 Hyundai Santa Fe Sport 2.0T

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

2013 Hyundai Santa Fe Sport 2.0T

Fort Myers Beach, FL

UnscoredInsufficient · 3
$9,900112,679 mi

Comparison: 3 similar vehicles

Fort Myers Beach, FL

2010 Buick LaCrosse CXL

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

2010 Buick LaCrosse CXL

Fort Myers Beach, FL

UnscoredLimited · 8
$9,90063,829 mi

Comparison: 8 similar vehicles

Fort Myers Beach, FL

2021 Jeep Compass Limited

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

2021 Jeep Compass Limited

Fort Myers Beach, FL

UnscoredInsufficient · 4
$11,900145,034 mi

Comparison: 4 similar vehicles

Fort Myers Beach, FL

2019 Honda Civic LX

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

2019 Honda Civic LX

Fort Myers Beach, FL

UnscoredInsufficient · 4
$11,900147,635 mi

Comparison: 4 similar vehicles

Fort Myers Beach, FL

2015 Volvo XC60 Platinum

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

2015 Volvo XC60 Platinum

Fort Myers Beach, FL

UnscoredInsufficient · 0
$11,90093,449 mi

Fort Myers Beach, FL

2014 Volkswagen Tiguan SE

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

2014 Volkswagen Tiguan SE

Fort Myers Beach, FL

UnscoredInsufficient · 3
$11,90081,273 mi

Comparison: 3 similar vehicles

Fort Myers Beach, FL

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Fort Myers Beach, FL

Fair PriceLimited · 19
$11,900109,753 mi

Market: $6,500 – $13,999

Comparison: 19 similar vehicles

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

Fort Myers Beach, FL

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Fort Myers Beach, FL

UnscoredLimited · 6
$12,90086,015 mi

Comparison: 6 similar vehicles

Fort Myers Beach, FL

2020 Chrysler Pacifica Touring L

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

2020 Chrysler Pacifica Touring L

Fort Myers Beach, FL

UnscoredLimited · 6
$13,900141,043 mi

Comparison: 6 similar vehicles

Fort Myers Beach, FL

2016 Dodge Charger SXT

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

2016 Dodge Charger SXT

Fort Myers Beach, FL

Fair PriceModerate · 20
$13,900116,027 mi

Market: $6,413 – $16,390

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Fort Myers Beach, FL

2017 Jeep Renegade Altitude Package

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

2017 Jeep Renegade Altitude Package

Fort Myers Beach, FL

UnscoredInsufficient · 0
$14,90056,130 mi

Fort Myers Beach, FL

2013 Lexus RX 350

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

2013 Lexus RX 350

Fort Myers Beach, FL

UnscoredLimited · 5
$14,900100,436 mi

Comparison: 5 similar vehicles

Fort Myers Beach, FL

2016 Hyundai Tucson Limited

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

2016 Hyundai Tucson Limited

Fort Myers Beach, FL

Fair PriceModerate · 26
$15,50060,218 mi

Market: $6,900 – $19,999

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Fort Myers Beach, FL

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Fort Myers Beach, FL

UnscoredLimited · 7
$15,90094,226 mi

Comparison: 7 similar vehicles

Fort Myers Beach, FL

2014 Toyota Avalon XLE Touring

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

2014 Toyota Avalon XLE Touring

Fort Myers Beach, FL

UnscoredLimited · 17
$15,900124,516 mi

Comparison: 17 similar vehicles

Fort Myers Beach, FL

2018 Nissan Frontier S

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

2018 Nissan Frontier S

Fort Myers Beach, FL

UnscoredInsufficient · 0
$16,90056,662 mi

Fort Myers Beach, FL

2017 Cadillac XT5 Base

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

2017 Cadillac XT5 Base

Fort Myers Beach, FL

Fair PriceModerate · 25
$16,90096,912 mi

Market: $8,484 – $17,840

Comparison: 25 similar vehicles

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

Fort Myers Beach, FL

2020 Chevrolet Silverado 1500 Work Truck

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

2020 Chevrolet Silverado 1500 Work Truck

Fort Myers Beach, FL

UnscoredLimited · 5
$17,900142,596 mi

Comparison: 5 similar vehicles

Fort Myers Beach, FL

2018 GMC Acadia Denali

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

2018 GMC Acadia Denali

Fort Myers Beach, FL

Fair PriceModerate · 21
$17,900107,457 mi

Market: $11,888 – $22,590

Comparison: 21 similar vehicles

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

Fort Myers Beach, FL

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

Fort Myers Beach, FL

UnscoredInsufficient · 3
$17,90091,605 mi

Comparison: 3 similar vehicles

Fort Myers Beach, FL

2019 Buick Cascada Premium

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

2019 Buick Cascada Premium

Fort Myers Beach, FL

UnscoredInsufficient · 4
$18,90050,669 mi

Comparison: 4 similar vehicles

Fort Myers Beach, FL

2021 Jeep Grand Cherokee Limited

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

2021 Jeep Grand Cherokee Limited

Fort Myers Beach, FL

UnscoredLimited · 9
$19,90093,243 mi

Comparison: 9 similar vehicles

Fort Myers Beach, FL

2020 Chevrolet Blazer RS

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

2020 Chevrolet Blazer RS

Fort Myers Beach, FL

Fair PriceLimited · 10
$20,90090,292 mi

Market: $16,994 – $26,577

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Fort Myers Beach, FL

No Photo

2018 Ford Taurus SHO

Fort Myers Beach, FL

UnscoredInsufficient · 0
$20,90070,587 mi

Fort Myers Beach, FL

2019 Nissan Titan SV

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

2019 Nissan Titan SV

Fort Myers Beach, FL

Fair PriceModerate · 39
$23,90082,045 mi

Market: $11,499 – $26,972

Comparison: 39 similar vehicles

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

Fort Myers Beach, FL

2017 Audi S5 Cabriolet Base

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

2017 Audi S5 Cabriolet Base

Fort Myers Beach, FL

UnscoredInsufficient · 0
$23,90056,193 mi

Fort Myers Beach, FL

2021 Chevrolet Silverado 2500HD LT

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

2021 Chevrolet Silverado 2500HD LT

Fort Myers Beach, FL

UnscoredLimited · 14
$32,700147,567 mi

Comparison: 14 similar vehicles

Fort Myers Beach, 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 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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