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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 10, 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

1,613 listings found

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Lake Wales, FL

Unscored
$3,000142,701 mi

Comparison: 27 similar vehicles

Lake Wales, FL

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Lake Wales, FL

UnscoredInsufficient · 4
$4,500124,632 mi

Comparison: 4 similar vehicles

Lake Wales, FL

2010 Mercedes-Benz C-Class C300 Sport

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

2010 Mercedes-Benz C-Class C300 Sport

Lake Wales, FL

Unscored
$4,500122,329 mi

Comparison: 7 similar vehicles

Lake Wales, FL

2004 Jeep Grand Cherokee Limited

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

2004 Jeep Grand Cherokee Limited

Lake Wales, FL

UnscoredInsufficient · 0
$4,595180,003 mi

Lake Wales, FL

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Lake Wales, FL

Unscored
$4,800135,310 mi

Comparison: 5 similar vehicles

Lake Wales, FL

2012 MINI Cooper Base

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

2012 MINI Cooper Base

Lake Wales, FL

Unscored
$4,800123,563 mi

Comparison: 10 similar vehicles

Lake Wales, FL

2011 Toyota Sienna SE

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

2011 Toyota Sienna SE

Lake Wales, FL

UnscoredInsufficient · 3
$4,850264,855 mi

Comparison: 3 similar vehicles

Lake Wales, FL

2013 Jeep Grand Cherokee Limited

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

2013 Jeep Grand Cherokee Limited

Lake Wales, FL

UnscoredInsufficient · 3
$5,095227,366 mi

Comparison: 3 similar vehicles

Lake Wales, FL

No Photo

2016 Ford Escape SE

Lake Wales, FL

Unscored
$5,795156,441 mi

Comparison: 18 similar vehicles

Lake Wales, FL

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Lake Wales, FL

Unscored
$5,800127,603 mi

Comparison: 31 similar vehicles

Lake Wales, FL

2015 BMW X1 28i

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

2015 BMW X1 28i

Lake Wales, FL

Fair PriceModerate · 42
$5,80064,738 mi

Market: $4,500 – $30,999

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 682 days listed (based on current market benchmarks)

Lake Wales, FL

No Photo

2018 Hyundai Accent SEL

Lake Wales, FL

Unscored
$5,900140,605 mi

Comparison: 6 similar vehicles

Lake Wales, FL

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Lake Wales, FL

Unscored
$5,900125,561 mi

Comparison: 9 similar vehicles

Lake Wales, FL

2016 Kia Soul Base

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

2016 Kia Soul Base

Lake Wales, FL

Unscored
$5,999137,117 mi

Comparison: 17 similar vehicles

Lake Wales, FL

2017 Kia Soul +

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

2017 Kia Soul +

Lake Wales, FL

Unscored
$6,500126,265 mi

Comparison: 6 similar vehicles

Lake Wales, FL

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Lake Wales, FL

Fair PriceRobust · 50
$6,500114,469 mi

Market: $2,350 – $8,995

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Lake Wales, FL

2016 Ford Escape SE

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

2016 Ford Escape SE

Lake Wales, FL

Fair PriceLimited · 10
$6,80090,491 mi

Market: $5,795 – $11,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 441 days listed (based on current market benchmarks)

Lake Wales, FL

2004 Toyota Tacoma Prerunner

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

2004 Toyota Tacoma Prerunner

Lake Wales, FL

Unscored
$6,800265,693 mi

Comparison: 6 similar vehicles

Lake Wales, FL

2015 Ford Explorer Sport

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

2015 Ford Explorer Sport

Lake Wales, FL

Unscored
$6,850151,587 mi

Comparison: 26 similar vehicles

Lake Wales, FL

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Lake Wales, FL

UnscoredInsufficient · 4
$6,900152,368 mi

Comparison: 4 similar vehicles

Lake Wales, FL

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Lake Wales, FL

Unscored
$6,999135,493 mi

Comparison: 6 similar vehicles

Lake Wales, FL

2012 Ford F-450 Super Duty Chassis Cab XL

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

2012 Ford F-450 Super Duty Chassis Cab XL

Lake Wales, FL

Unscored
$7,077195,476 mi

Comparison: 13 similar vehicles

Lake Wales, FL

No Photo

2014 Nissan Sentra SV

Lake Wales, FL

UnscoredInsufficient · 4
$7,10298,650 mi

Comparison: 4 similar vehicles

Lake Wales, FL

2015 Ford Expedition Platinum

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

2015 Ford Expedition Platinum

Lake Wales, FL

Unscored
$7,225Mileage not verified

Comparison: 7 similar vehicles

Lake Wales, FL

2014 GMC Terrain SLE-2

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

2014 GMC Terrain SLE-2

Lake Wales, FL

Unscored
$7,862164,510 mi

Comparison: 7 similar vehicles

Lake Wales, FL

2017 MINI Cooper Base

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

2017 MINI Cooper Base

Lake Wales, FL

Unscored
$8,394102,747 mi

Comparison: 9 similar vehicles

Lake Wales, FL

2008 Toyota FJ Cruiser Base

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

2008 Toyota FJ Cruiser Base

Lake Wales, FL

Unscored
$8,850252,658 mi

Comparison: 15 similar vehicles

Lake Wales, FL

2008 Toyota FJ Cruiser Base

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

2008 Toyota FJ Cruiser Base

Lake Wales, FL

Unscored
$8,850248,123 mi

Comparison: 15 similar vehicles

Lake Wales, FL

No Photo

2009 Lexus RX 350

Lake Wales, FL

UnscoredInsufficient · 4
$9,152155,147 mi

Comparison: 4 similar vehicles

Lake Wales, FL

2013 Honda Civic HYBRID

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

2013 Honda Civic HYBRID

Lake Wales, FL

UnscoredInsufficient · 3
$9,200122,565 mi

Comparison: 3 similar vehicles

Lake Wales, FL

2013 Toyota Corolla L

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

2013 Toyota Corolla L

Lake Wales, FL

Unscored
$9,200152,443 mi

Comparison: 37 similar vehicles

Lake Wales, FL

2019 Ford Transit Connect XL

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

2019 Ford Transit Connect XL

Lake Wales, FL

Unscored
$9,500166,110 mi

Comparison: 31 similar vehicles

Lake Wales, FL

2015 Toyota Corolla L

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

2015 Toyota Corolla L

Lake Wales, FL

Unscored
$9,500130,639 mi

Comparison: 38 similar vehicles

Lake Wales, FL

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Lake Wales, FL

Unscored
$9,800136,323 mi

Comparison: 8 similar vehicles

Lake Wales, FL

2016 Toyota Prius Two Eco

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

2016 Toyota Prius Two Eco

Lake Wales, FL

UnscoredInsufficient · 3
$9,800171,345 mi

Comparison: 3 similar vehicles

Lake Wales, FL

2015 Kia Sedona LX

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

2015 Kia Sedona LX

Lake Wales, FL

Fair PriceLimited · 12
$9,80097,329 mi

Market: $5,500 – $11,490

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 810 days listed (based on current market benchmarks)

Lake Wales, FL

2006 GMC C6500

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

2006 GMC C6500

Lake Wales, FL

UnscoredInsufficient · 0
$9,999273,000 mi

Lake Wales, FL

2005 Ford F-450

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

2005 Ford F-450

Lake Wales, FL

UnscoredInsufficient · 0
$9,99967,000 mi

Lake Wales, FL

2005 Isuzu NPR

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

2005 Isuzu NPR

Lake Wales, FL

UnscoredInsufficient · 0
$9,999175 mi

Lake Wales, FL

2016 Jeep Grand Cherokee Limited

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

2016 Jeep Grand Cherokee Limited

Lake Wales, FL

Unscored
$10,077143,769 mi

Comparison: 11 similar vehicles

Lake Wales, FL

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Lake Wales, FL

Unscored
$10,200194,112 mi

Comparison: 29 similar vehicles

Lake Wales, FL

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Lake Wales, FL

Fair PriceLimited · 14
$10,377111,113 mi

Market: $9,789 – $17,995

Comparison: 14 similar vehicles

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

Lake Wales, FL

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Lake Wales, FL

OverpricedLimited · 18
$10,38895,975 mi

Market: $4,900 – $8,495

Comparison: 18 similar vehicles

Priced ~22% above the typical market range for similar vehicles (based on current market benchmarks)

Lake Wales, FL

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Lake Wales, FL

Unscored
$10,500147,259 mi

Comparison: 157 similar vehicles

Lake Wales, FL

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Lake Wales, FL

Unscored
$10,500121,937 mi

Comparison: 20 similar vehicles

Lake Wales, FL

2012 Mercedes-Benz GL-Class GL450

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

2012 Mercedes-Benz GL-Class GL450

Lake Wales, FL

Fair PriceLimited · 11
$10,50082,736 mi

Market: $4,495 – $13,712

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

Lake Wales, FL

2015 Toyota Tacoma Base

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

2015 Toyota Tacoma Base

Lake Wales, FL

UnscoredInsufficient · 4
$10,800170,106 mi

Comparison: 4 similar vehicles

Lake Wales, FL

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Lake Wales, FL

Unscored
$10,994128,542 mi

Comparison: 30 similar vehicles

Lake Wales, FL

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Lake Wales, FL

Unscored
$11,500142,795 mi

Comparison: 25 similar vehicles

Lake Wales, FL

2014 Mercedes-Benz M-Class ML350

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

2014 Mercedes-Benz M-Class ML350

Lake Wales, FL

Fair PriceRobust · 74
$11,500115,770 mi

Market: $7,495 – $17,400

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

Lake Wales, FL

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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