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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 6, 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

226 listings found

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Maple Heights, OH

Unscored
$4,500171,295 mi

Comparison: 5 similar vehicles

Maple Heights, OH

2006 Ford F-150 XL

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

2006 Ford F-150 XL

Maple Heights, OH

UnscoredInsufficient · 0
$5,50036,774 mi

Maple Heights, OH

2009 Ford Flex SE

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

2009 Ford Flex SE

Maple Heights, OH

Unscored
$5,501118,520 mi

Comparison: 5 similar vehicles

Maple Heights, OH

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Maple Heights, OH

Unscored
$5,900161,402 mi

Comparison: 11 similar vehicles

Maple Heights, OH

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Maple Heights, OH

Unscored
$6,500185,203 mi

Comparison: 39 similar vehicles

Maple Heights, OH

2017 Ford E-Series Cutaway Base

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

2017 Ford E-Series Cutaway Base

Maple Heights, OH

Unscored
$6,990194,471 mi

Comparison: 57 similar vehicles

Maple Heights, OH

2014 Ford Edge SE

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

2014 Ford Edge SE

Maple Heights, OH

UnscoredInsufficient · 4
$7,000142,375 mi

Comparison: 4 similar vehicles

Maple Heights, OH

2017 Ford Focus S

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

2017 Ford Focus S

Maple Heights, OH

Unscored
$7,495126,200 mi

Comparison: 6 similar vehicles

Maple Heights, OH

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Maple Heights, OH

Unscored
$7,800139,210 mi

Comparison: 36 similar vehicles

Maple Heights, OH

2018 Ford Escape SE

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

2018 Ford Escape SE

Maple Heights, OH

Fair PriceRobust · 69
$9,50097,270 mi

Market: $3,995 – $14,001

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 169 days listed (based on current market benchmarks)

Maple Heights, OH

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Maple Heights, OH

Unscored
$9,50093,000 mi

Comparison: 5 similar vehicles

Maple Heights, OH

2012 Ford Taurus SHO

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

2012 Ford Taurus SHO

Maple Heights, OH

UnscoredInsufficient · 0
$9,800126,356 mi

Maple Heights, OH

2016 Ford Escape SE

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

2016 Ford Escape SE

Maple Heights, OH

Unscored
$10,995127,824 mi

Comparison: 27 similar vehicles

Maple Heights, OH

2019 Ford Escape SE

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

2019 Ford Escape SE

Maple Heights, OH

Fair PriceModerate · 32
$11,000104,668 mi

Market: $4,000 – $13,990

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Maple Heights, OH

2016 Ford Escape SE

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

2016 Ford Escape SE

Maple Heights, OH

Unscored
$11,495122,088 mi

Comparison: 27 similar vehicles

Maple Heights, OH

2018 Ford Escape SE

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

2018 Ford Escape SE

Maple Heights, OH

Fair PriceRobust · 69
$11,50091,159 mi

Market: $3,995 – $14,001

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Maple Heights, OH

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Maple Heights, OH

Fair PriceLimited · 14
$11,50096,179 mi

Market: $5,400 – $15,237

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Maple Heights, OH

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Maple Heights, OH

Fair PriceModerate · 25
$12,09996,953 mi

Market: $6,950 – $22,388

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 166 days listed (based on current market benchmarks)

Maple Heights, OH

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Maple Heights, OH

Unscored
$12,590143,581 mi

Comparison: 79 similar vehicles

Maple Heights, OH

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Maple Heights, OH

Unscored
$12,79599,827 mi

Comparison: 8 similar vehicles

Maple Heights, OH

2016 Ford Escape SE

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

2016 Ford Escape SE

Maple Heights, OH

Unscored
$12,89856,731 mi

Comparison: 8 similar vehicles

Maple Heights, OH

2017 Ford Escape SE

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

2017 Ford Escape SE

Maple Heights, OH

Fair PriceModerate · 39
$12,99990,195 mi

Market: $3,900 – $13,990

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 407 days listed (based on current market benchmarks)

Maple Heights, OH

2018 Ford Escape SE

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

2018 Ford Escape SE

Maple Heights, OH

Fair PriceRobust · 67
$13,38767,870 mi

Market: $3,995 – $14,001

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Maple Heights, OH

2018 Ford Escape SE

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

2018 Ford Escape SE

Maple Heights, OH

OverpricedRobust · 69
$14,00185,764 mi

Market: $3,995 – $13,990

Comparison: 69 similar vehicles

Maple Heights, OH

2017 Ford Explorer Sport

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

2017 Ford Explorer Sport

Maple Heights, OH

Fair PriceRobust · 55
$14,500111,598 mi

Market: $7,900 – $20,085

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Maple Heights, OH

2017 Ford Edge SE

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

2017 Ford Edge SE

Maple Heights, OH

UnscoredInsufficient · 4
$14,79589,845 mi

Comparison: 4 similar vehicles

Maple Heights, OH

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Maple Heights, OH

Fair PriceLimited · 12
$14,88980,535 mi

Market: $5,400 – $15,237

Comparison: 12 similar vehicles

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

Maple Heights, OH

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Maple Heights, OH

OverpricedLimited · 11
$14,89590,440 mi

Market: $4,987 – $13,590

Comparison: 11 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Maple Heights, OH

2019 Ford Transit Connect XLT

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

2019 Ford Transit Connect XLT

Maple Heights, OH

Unscored
$14,995107,800 mi

Comparison: 8 similar vehicles

Maple Heights, OH

2020 Ford Escape S

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

2020 Ford Escape S

Maple Heights, OH

Fair PriceModerate · 43
$15,99587,843 mi

Market: $7,995 – $17,160

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Maple Heights, OH

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Maple Heights, OH

OverpricedModerate · 23
$16,29690,922 mi

Market: $11,900 – $15,400

Comparison: 23 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Maple Heights, OH

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Maple Heights, OH

Unscored
$16,396123,604 mi

Comparison: 30 similar vehicles

Maple Heights, OH

2022 Ford Maverick XL

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

2022 Ford Maverick XL

Maple Heights, OH

Fair PriceModerate · 46
$16,998105,102 mi

Market: $16,365 – $21,480

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Maple Heights, OH

2018 Ford Focus SEL

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

2018 Ford Focus SEL

Maple Heights, OH

UnscoredInsufficient · 0
$17,09554,380 mi

Maple Heights, OH

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Maple Heights, OH

OverpricedModerate · 38
$17,695104,172 mi

Market: $6,995 – $17,590

Comparison: 38 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Maple Heights, OH

2022 Ford Edge SE

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

2022 Ford Edge SE

Maple Heights, OH

UnscoredInsufficient · 4
$19,56734,019 mi

Comparison: 4 similar vehicles

Maple Heights, OH

2023 Ford Escape Active

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

2023 Ford Escape Active

Maple Heights, OH

Fair PriceRobust · 156
$19,58243,956 mi

Market: $18,250 – $31,515

Comparison: 156 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Maple Heights, OH

2022 Ford Bronco Sport Outer Banks

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

2022 Ford Bronco Sport Outer Banks

Maple Heights, OH

Fair PriceModerate · 22
$19,99592,619 mi

Market: $17,993 – $22,448

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Maple Heights, OH

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Maple Heights, OH

Fair PriceRobust · 54
$20,89698,551 mi

Market: $8,500 – $22,309

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Maple Heights, OH

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Maple Heights, OH

Unscored
$20,896145,968 mi

Comparison: 79 similar vehicles

Maple Heights, OH

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Maple Heights, OH

OverpricedLimited · 12
$21,39866,272 mi

Market: $18,590 – $20,443

Comparison: 12 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Maple Heights, OH

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Maple Heights, OH

Fair PriceRobust · 79
$21,398119,402 mi

Market: $12,590 – $25,990

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Maple Heights, OH

2023 Ford Escape Active

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

2023 Ford Escape Active

Maple Heights, OH

Fair PriceModerate · 39
$21,88216,399 mi

Market: $19,998 – $27,325

Comparison: 39 similar vehicles

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

Maple Heights, OH

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Maple Heights, OH

Fair PriceRobust · 79
$22,79844,860 mi

Market: $18,613 – $23,609

Comparison: 79 similar vehicles

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

Maple Heights, OH

2020 Ford Transit Connect XLT

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

2020 Ford Transit Connect XLT

Maple Heights, OH

UnscoredInsufficient · 4
$23,86845,449 mi

Comparison: 4 similar vehicles

Maple Heights, OH

2025 Ford Escape ST-Line Select

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

2025 Ford Escape ST-Line Select

Maple Heights, OH

Fair PriceLimited · 18
$23,89830,639 mi

Market: $19,952 – $24,448

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Maple Heights, OH

2023 Ford Escape Active

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

2023 Ford Escape Active

Maple Heights, OH

Fair PriceModerate · 24
$24,38720,504 mi

Market: $19,447 – $26,325

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Maple Heights, OH

2023 Ford Escape Active

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

2023 Ford Escape Active

Maple Heights, OH

Fair PriceModerate · 39
$24,39812,102 mi

Market: $19,998 – $27,325

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Maple Heights, OH

2024 Ford Bronco Sport Big Bend

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

2024 Ford Bronco Sport Big Bend

Maple Heights, OH

Fair PriceLimited · 17
$24,60010,488 mi

Market: $22,947 – $29,150

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Maple Heights, OH

2020 Ford Edge Titanium

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

2020 Ford Edge Titanium

Maple Heights, OH

UnscoredInsufficient · 4
$24,89522,963 mi

Comparison: 4 similar vehicles

Maple Heights, OH

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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