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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

607 listings found

2004 Toyota Corolla CE

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

2004 Toyota Corolla CE

Englewood, FL

Unscored
$6,99080,850 mi

Comparison: 6 similar vehicles

Englewood, FL

2005 Ford Expedition XLT

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

2005 Ford Expedition XLT

Englewood, FL

UnscoredInsufficient · 0
$7,45097,410 mi

Englewood, FL

2018 Nissan Versa Sedan S

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

2018 Nissan Versa Sedan S

Englewood, FL

UnscoredInsufficient · 0
$7,49085,203 mi

Englewood, FL

2016 Hyundai Elantra Value Edition

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

2016 Hyundai Elantra Value Edition

Englewood, FL

Unscored
$7,850107,857 mi

Comparison: 9 similar vehicles

Englewood, FL

2017 Chevrolet Spark LS

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

2017 Chevrolet Spark LS

Englewood, FL

UnscoredInsufficient · 4
$7,99061,859 mi

Comparison: 4 similar vehicles

Englewood, FL

2005 Chrysler Crossfire Base

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

2005 Chrysler Crossfire Base

Englewood, FL

UnscoredInsufficient · 0
$7,99040,321 mi

Englewood, FL

2004 Jeep Wrangler Unlimited

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

2004 Jeep Wrangler Unlimited

Englewood, FL

UnscoredInsufficient · 3
$7,99086,236 mi

Comparison: 3 similar vehicles

Englewood, FL

2010 Ford Flex SE

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

2010 Ford Flex SE

Englewood, FL

UnscoredInsufficient · 0
$8,99070,125 mi

Englewood, FL

2016 Chevrolet Silverado 1500 Work Truck 1WT

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

2016 Chevrolet Silverado 1500 Work Truck 1WT

Englewood, FL

Unscored
$9,850145,981 mi

Comparison: 24 similar vehicles

Englewood, FL

1998 Chevrolet Corvette Base

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

1998 Chevrolet Corvette Base

Englewood, FL

UnscoredInsufficient · 0
$9,850144,426 mi

Englewood, FL

2000 Jeep Wrangler SPORT

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

2000 Jeep Wrangler SPORT

Englewood, FL

UnscoredInsufficient · 4
$9,950166,249 mi

Comparison: 4 similar vehicles

Englewood, FL

2018 Chrysler Pacifica Touring L

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

2018 Chrysler Pacifica Touring L

Englewood, FL

Unscored
$10,850135,636 mi

Comparison: 95 similar vehicles

Englewood, FL

2020 Kia Sedona LX

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

2020 Kia Sedona LX

Englewood, FL

UnscoredInsufficient · 0
$10,95090,937 mi

Englewood, FL

2001 Jeep Wrangler SAHARA

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

2001 Jeep Wrangler SAHARA

Englewood, FL

UnscoredInsufficient · 0
$11,550100,854 mi

Englewood, FL

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Englewood, FL

Great DealLimited · 14
$11,99099,812 mi

Market: $12,599 – $20,148

Comparison: 14 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 294 days listed (based on current market benchmarks)

Englewood, FL

2018 Ford Escape S

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

2018 Ford Escape S

Englewood, FL

Fair PriceLimited · 14
$11,99072,750 mi

Market: $1,895 – $13,394

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Englewood, FL

2012 Honda Crosstour EX-L V6

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

2012 Honda Crosstour EX-L V6

Englewood, FL

UnscoredInsufficient · 3
$11,990118,023 mi

Comparison: 3 similar vehicles

Englewood, FL

2011 Chrysler Town & Country Touring-L

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

2011 Chrysler Town & Country Touring-L

Englewood, FL

UnscoredInsufficient · 0
$11,99053,097 mi

Englewood, FL

2018 Chrysler Pacifica Touring Plus

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

2018 Chrysler Pacifica Touring Plus

Englewood, FL

UnscoredInsufficient · 4
$12,85097,941 mi

Comparison: 4 similar vehicles

Englewood, FL

2018 Subaru Impreza Premium

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

2018 Subaru Impreza Premium

Englewood, FL

UnscoredInsufficient · 4
$12,990115,609 mi

Comparison: 4 similar vehicles

Englewood, FL

2017 Honda CR-V EX

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

2017 Honda CR-V EX

Englewood, FL

Unscored
$12,990113,742 mi

Comparison: 6 similar vehicles

Englewood, FL

2015 Cadillac SRX Performance Collection

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

2015 Cadillac SRX Performance Collection

Englewood, FL

Fair PriceLimited · 14
$12,99086,669 mi

Market: $5,450 – $14,989

Comparison: 14 similar vehicles

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

Englewood, FL

2014 Jeep Wrangler Unlimited Sport

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

2014 Jeep Wrangler Unlimited Sport

Englewood, FL

Unscored
$12,990126,012 mi

Comparison: 6 similar vehicles

Englewood, FL

2012 GMC Yukon XL Denali

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

2012 GMC Yukon XL Denali

Englewood, FL

UnscoredInsufficient · 0
$12,990140,701 mi

Englewood, FL

2010 Ford Explorer Sport Trac XLT

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

2010 Ford Explorer Sport Trac XLT

Englewood, FL

UnscoredInsufficient · 0
$12,990116,795 mi

Englewood, FL

2002 Ford Thunderbird Deluxe

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

2002 Ford Thunderbird Deluxe

Englewood, FL

Unscored
$12,99064,787 mi

Comparison: 9 similar vehicles

Englewood, FL

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Englewood, FL

Unscored
$14,17040,335 mi

Comparison: 8 similar vehicles

Englewood, FL

2018 Ford Transit Van Base

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

2018 Ford Transit Van Base

Englewood, FL

Unscored
$14,850131,105 mi

Comparison: 198 similar vehicles

Englewood, FL

2020 Volkswagen Tiguan SEL

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

2020 Volkswagen Tiguan SEL

Englewood, FL

Fair PriceModerate · 39
$14,94871,918 mi

Market: $12,715 – $18,799

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Englewood, FL

2008 Ford Explorer Sport Trac Limited

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

2008 Ford Explorer Sport Trac Limited

Englewood, FL

UnscoredInsufficient · 0
$14,990100,598 mi

Englewood, FL

2020 Volkswagen Tiguan S

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

2020 Volkswagen Tiguan S

Englewood, FL

Fair PriceModerate · 28
$15,02880,759 mi

Market: $7,990 – $16,498

Comparison: 28 similar vehicles

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

Englewood, FL

2016 Chevrolet Colorado LT

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

2016 Chevrolet Colorado LT

Englewood, FL

UnscoredInsufficient · 4
$15,49098,235 mi

Comparison: 4 similar vehicles

Englewood, FL

2016 Land Rover Range Rover Sport HSE

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

2016 Land Rover Range Rover Sport HSE

Englewood, FL

Fair PriceModerate · 41
$15,95080,794 mi

Market: $9,991 – $23,694

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 162 days listed (based on current market benchmarks)

Englewood, FL

2014 Mercedes-Benz Sprinter Cab Chassis Base

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

2014 Mercedes-Benz Sprinter Cab Chassis Base

Englewood, FL

UnscoredInsufficient · 0
$15,950129,710 mi

Englewood, FL

2013 Cadillac Escalade ESV Luxury

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

2013 Cadillac Escalade ESV Luxury

Englewood, FL

UnscoredInsufficient · 0
$15,990116,080 mi

Englewood, FL

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Englewood, FL

Fair PriceLimited · 13
$16,37858,703 mi

Market: $15,488 – $16,998

Comparison: 13 similar vehicles

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

Englewood, FL

2021 Ford Escape SE

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

2021 Ford Escape SE

Englewood, FL

UnscoredInsufficient · 0
$16,38550,532 mi

Englewood, FL

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Englewood, FL

UnscoredInsufficient · 0
$16,39526,730 mi

Englewood, FL

2024 Mitsubishi Outlander Sport SE

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

2024 Mitsubishi Outlander Sport SE

Englewood, FL

UnscoredInsufficient · 0
$16,39753,577 mi

Englewood, FL

2020 Ford F-150 Lariat

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

2020 Ford F-150 Lariat

Englewood, FL

UnscoredInsufficient · 4
$16,895208,644 mi

Comparison: 4 similar vehicles

Englewood, FL

2018 Nissan Murano Platinum

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

2018 Nissan Murano Platinum

Englewood, FL

Fair PriceRobust · 68
$16,94568,527 mi

Market: $9,495 – $19,176

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Englewood, FL

2018 Porsche Macan Base

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

2018 Porsche Macan Base

Englewood, FL

Fair PriceRobust · 132
$16,94879,022 mi

Market: $13,900 – $25,246

Comparison: 132 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Englewood, FL

2017 Jeep Wrangler Unlimited Sport

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

2017 Jeep Wrangler Unlimited Sport

Englewood, FL

UnscoredInsufficient · 3
$16,95079,258 mi

Comparison: 3 similar vehicles

Englewood, FL

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Englewood, FL

Fair PriceLimited · 16
$17,38576,685 mi

Market: $15,000 – $22,786

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Englewood, FL

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Englewood, FL

Unscored
$17,56580,480 mi

Comparison: 8 similar vehicles

Englewood, FL

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Englewood, FL

Unscored
$17,89646,983 mi

Comparison: 12 similar vehicles

Englewood, FL

2014 Honda Ridgeline RTL

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

2014 Honda Ridgeline RTL

Englewood, FL

UnscoredInsufficient · 0
$17,99082,314 mi

Englewood, FL

2018 Chrysler 300 S

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

2018 Chrysler 300 S

Englewood, FL

UnscoredInsufficient · 0
$18,27752,450 mi

Englewood, FL

2016 GMC Yukon SLT

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

2016 GMC Yukon SLT

Englewood, FL

Unscored
$18,335137,637 mi

Comparison: 18 similar vehicles

Englewood, FL

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Englewood, FL

Fair PriceLimited · 12
$18,39543,764 mi

Market: $17,896 – $21,436

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Englewood, 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 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.
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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