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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

112 listings found

2010 Ford Fusion Hybrid

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

2010 Ford Fusion Hybrid

Canton, MA

UnscoredInsufficient · 3
$5,490129,735 mi

Comparison: 3 similar vehicles

Canton, MA

2015 Ford Focus SE

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

2015 Ford Focus SE

Canton, MA

Unscored
$6,49595,894 mi

Comparison: 6 similar vehicles

Canton, MA

2014 Ford Fusion Energi SE Luxury

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

2014 Ford Fusion Energi SE Luxury

Canton, MA

UnscoredInsufficient · 3
$6,995113,745 mi

Comparison: 3 similar vehicles

Canton, MA

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Canton, MA

Unscored
$7,495162,610 mi

Comparison: 5 similar vehicles

Canton, MA

2015 Ford Edge Titanium

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

2015 Ford Edge Titanium

Canton, MA

Fair PriceLimited · 13
$8,745119,610 mi

Market: $8,999 – $9,995

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 6 days listed (based on current market benchmarks)

Canton, MA

2018 Ford Escape SE

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

2018 Ford Escape SE

Canton, MA

Fair PriceModerate · 32
$8,99596,445 mi

Market: $4,995 – $16,687

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Canton, MA

2019 Ford Escape Titanium

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

2019 Ford Escape Titanium

Canton, MA

Fair PriceLimited · 18
$10,50099,948 mi

Market: $10,295 – $16,699

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Canton, MA

2017 Ford Escape SE

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

2017 Ford Escape SE

Canton, MA

Fair PriceRobust · 108
$11,88881,289 mi

Market: $4,900 – $13,687

Comparison: 108 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Canton, MA

2016 Ford Explorer Limited

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

2016 Ford Explorer Limited

Canton, MA

Fair PriceLimited · 14
$12,49282,101 mi

Market: $6,950 – $16,835

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Canton, MA

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Canton, MA

Unscored
$12,595142,010 mi

Comparison: 13 similar vehicles

Canton, MA

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

Canton, MA

Unscored
$12,988143,249 mi

Comparison: 93 similar vehicles

Canton, MA

2017 Ford Transit Connect XLT

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

2017 Ford Transit Connect XLT

Canton, MA

UnscoredInsufficient · 0
$13,495115,110 mi

Canton, MA

2017 Ford Flex Limited

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

2017 Ford Flex Limited

Canton, MA

UnscoredInsufficient · 0
$13,49693,024 mi

Canton, MA

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Canton, MA

Fair PriceRobust · 61
$13,88889,885 mi

Market: $8,495 – $19,590

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Canton, MA

2008 Ford F-250 Super Duty XLT

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

2008 Ford F-250 Super Duty XLT

Canton, MA

UnscoredInsufficient · 0
$16,98844,272 mi

Canton, MA

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Canton, MA

Fair PriceModerate · 36
$17,39566,341 mi

Market: $11,881 – $23,221

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 170 days listed (based on current market benchmarks)

Canton, MA

2025 Ford Escape Active

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

2025 Ford Escape Active

Canton, MA

Fair PriceRobust · 51
$18,88534,259 mi

Market: $17,799 – $21,649

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Canton, MA

2020 Ford Ranger XL

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

2020 Ford Ranger XL

Canton, MA

Fair PriceLimited · 12
$18,990114,811 mi

Market: $12,000 – $24,744

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Canton, MA

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Canton, MA

Fair PriceRobust · 56
$18,99984,667 mi

Market: $14,518 – $21,999

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 257 days listed (based on current market benchmarks)

Canton, MA

2022 Ford Explorer Base

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

2022 Ford Explorer Base

Canton, MA

Unscored
$19,88583,188 mi

Comparison: 8 similar vehicles

Canton, MA

2022 Ford Transit Connect XLT

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

2022 Ford Transit Connect XLT

Canton, MA

Fair PriceLimited · 11
$19,88573,636 mi

Market: $13,995 – $21,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 129 days listed (based on current market benchmarks)

Canton, MA

2021 Ford Ranger XL

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

2021 Ford Ranger XL

Canton, MA

Fair PriceModerate · 30
$19,990100,397 mi

Market: $13,250 – $24,900

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Canton, MA

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

Canton, MA

Unscored
$20,070133,420 mi

Comparison: 93 similar vehicles

Canton, MA

2025 Ford Escape Active

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

2025 Ford Escape Active

Canton, MA

Fair PriceRobust · 51
$20,39531,161 mi

Market: $17,799 – $21,649

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Canton, MA

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Canton, MA

Fair PriceLimited · 18
$20,39536,279 mi

Market: $18,999 – $27,977

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Canton, MA

2008 Ford F-350 Super Duty Chassis Cab XL

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

2008 Ford F-350 Super Duty Chassis Cab XL

Canton, MA

Fair PriceLimited · 16
$21,88596,165 mi

Market: $6,650 – $31,999

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 590 days listed (based on current market benchmarks)

Canton, MA

2019 Ford Transit Passenger Van XLT

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

2019 Ford Transit Passenger Van XLT

Canton, MA

Fair PriceModerate · 32
$21,990115,932 mi

Market: $11,999 – $33,600

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Canton, MA

2012 Ford E-Series Econoline Van Commercial

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

2012 Ford E-Series Econoline Van Commercial

Canton, MA

UnscoredInsufficient · 0
$21,99018,405 mi

Canton, MA

2012 Ford F-550

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

2012 Ford F-550

Canton, MA

UnscoredInsufficient · 0
$22,395119,741 mi

Canton, MA

2023 Ford Escape PHEV

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

2023 Ford Escape PHEV

Canton, MA

Unscored
$22,88528,537 mi

Comparison: 6 similar vehicles

Canton, MA

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Canton, MA

Unscored
$22,88534,653 mi

Comparison: 5 similar vehicles

Canton, MA

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Canton, MA

Unscored
$23,64547,525 mi

Comparison: 25 similar vehicles

Canton, MA

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Canton, MA

Fair PriceModerate · 20
$24,39563,359 mi

Market: $21,655 – $30,245

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 194 days listed (based on current market benchmarks)

Canton, MA

2021 Ford Transit Connect XLT

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

2021 Ford Transit Connect XLT

Canton, MA

UnscoredInsufficient · 0
$24,88523,840 mi

Canton, MA

2020 Ford Transit Van Base

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

2020 Ford Transit Van Base

Canton, MA

Fair PriceRobust · 57
$24,990105,414 mi

Market: $13,900 – $31,197

Comparison: 57 similar vehicles

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

Canton, MA

2019 Ford Transit Passenger Van XL

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

2019 Ford Transit Passenger Van XL

Canton, MA

Unscored
$24,99086,573 mi

Comparison: 9 similar vehicles

Canton, MA

2025 Ford Bronco Sport Outer Banks

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

2025 Ford Bronco Sport Outer Banks

Canton, MA

UnscoredInsufficient · 0
$26,39542,513 mi

Canton, MA

2019 Ford Transit Van Base

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

2019 Ford Transit Van Base

Canton, MA

Unscored
$27,39516,893 mi

Comparison: 5 similar vehicles

Canton, MA

2020 Ford Transit Passenger Van XL

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

2020 Ford Transit Passenger Van XL

Canton, MA

Fair PriceModerate · 22
$27,990105,554 mi

Market: $16,170 – $49,900

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 375 days listed (based on current market benchmarks)

Canton, MA

2019 Ford Transit Passenger Van XL

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

2019 Ford Transit Passenger Van XL

Canton, MA

Unscored
$27,990105,163 mi

Comparison: 9 similar vehicles

Canton, MA

2018 Ford Transit Wagon XL

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

2018 Ford Transit Wagon XL

Canton, MA

UnscoredInsufficient · 4
$27,99060,529 mi

Comparison: 4 similar vehicles

Canton, MA

2025 Ford Bronco Sport Outer Banks

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

2025 Ford Bronco Sport Outer Banks

Canton, MA

Great DealLimited · 12
$28,88519,639 mi

Market: $32,670 – $36,977

Comparison: 12 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 61 days listed (based on current market benchmarks)

Canton, MA

2017 Ford Transit Cutaway Base

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

2017 Ford Transit Cutaway Base

Canton, MA

UnscoredInsufficient · 0
$28,99081,631 mi

Canton, MA

2022 Ford Transit Connect XL

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

2022 Ford Transit Connect XL

Canton, MA

UnscoredInsufficient · 0
$29,99036,895 mi

Canton, MA

2020 Ford Transit Van Base

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

2020 Ford Transit Van Base

Canton, MA

Unscored
$29,990150,890 mi

Comparison: 57 similar vehicles

Canton, MA

2018 Ford Transit Wagon XL

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

2018 Ford Transit Wagon XL

Canton, MA

UnscoredInsufficient · 4
$29,99072,424 mi

Comparison: 4 similar vehicles

Canton, MA

2015 Ford Transit XL

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

2015 Ford Transit XL

Canton, MA

UnscoredInsufficient · 0
$29,99037,856 mi

Canton, MA

2015 Ford Transit Base

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

2015 Ford Transit Base

Canton, MA

Unscored
$29,990122,049 mi

Comparison: 23 similar vehicles

Canton, MA

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Canton, MA

Unscored
$31,39571,425 mi

Comparison: 9 similar vehicles

Canton, MA

2025 Ford Transit Van Base

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

2025 Ford Transit Van Base

Canton, MA

Fair PriceRobust · 167
$32,39513,095 mi

Market: $30,974 – $39,977

Comparison: 167 similar vehicles

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

Canton, MA

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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