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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 28, 2026

6M+

Unique vehicles analyzed

as of October 28, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

351 listings found

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Patchogue, NY

UnscoredInsufficient · 3
$8,49595,227 mi

Comparison: 3 similar vehicles

Patchogue, NY

2015 Ford Edge Sport

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

2015 Ford Edge Sport

Patchogue, NY

Fair PriceLimited · 15
$8,995100,282 mi

Market: $5,999 – $14,685

Comparison: 15 similar vehicles

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

Patchogue, NY

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Patchogue, NY

UnscoredInsufficient · 4
$8,995151,186 mi

Comparison: 4 similar vehicles

Patchogue, NY

2019 Ford Escape SE

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

2019 Ford Escape SE

Patchogue, NY

Fair PriceLimited · 12
$10,495105,751 mi

Market: $6,900 – $13,998

Comparison: 12 similar vehicles

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

Patchogue, NY

2020 Ford Escape SE

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

2020 Ford Escape SE

Patchogue, NY

Fair PriceModerate · 23
$10,82091,407 mi

Market: $8,864 – $14,989

Comparison: 23 similar vehicles

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

Patchogue, NY

2017 Ford Fusion S

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

2017 Ford Fusion S

Patchogue, NY

UnscoredInsufficient · 0
$10,82046,280 mi

Patchogue, NY

2011 Ford F-150 King Ranch

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

2011 Ford F-150 King Ranch

Patchogue, NY

UnscoredInsufficient · 0
$10,995133,316 mi

Patchogue, NY

2020 Ford Fusion S

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

2020 Ford Fusion S

Patchogue, NY

UnscoredInsufficient · 3
$11,49544,556 mi

Comparison: 3 similar vehicles

Patchogue, NY

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Patchogue, NY

UnscoredInsufficient · 4
$11,99568,144 mi

Comparison: 4 similar vehicles

Patchogue, NY

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

Patchogue, NY

UnscoredInsufficient · 0
$11,99518,681 mi

Patchogue, NY

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Patchogue, NY

Unscored
$12,99598,609 mi

Comparison: 8 similar vehicles

Patchogue, NY

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Patchogue, NY

Fair PriceModerate · 26
$13,49590,946 mi

Market: $8,500 – $19,065

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 157 days listed (based on current market benchmarks)

Patchogue, NY

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Patchogue, NY

Fair PriceLimited · 16
$13,49581,685 mi

Market: $8,195 – $19,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Patchogue, NY

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Patchogue, NY

Unscored
$13,99515,031 mi

Comparison: 9 similar vehicles

Patchogue, NY

2020 Ford Escape SE

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

2020 Ford Escape SE

Patchogue, NY

Fair PriceModerate · 22
$14,07081,946 mi

Market: $8,864 – $14,989

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

Patchogue, NY

2020 Ford Escape SE

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

2020 Ford Escape SE

Patchogue, NY

Fair PriceModerate · 23
$14,32564,774 mi

Market: $8,864 – $14,989

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Patchogue, NY

2020 Ford Transit Connect XL

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

2020 Ford Transit Connect XL

Patchogue, NY

Fair PriceLimited · 10
$14,49592,281 mi

Market: $10,999 – $22,500

Comparison: 10 similar vehicles

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

Patchogue, NY

2021 Ford Escape SE

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

2021 Ford Escape SE

Patchogue, NY

UnscoredInsufficient · 4
$14,99564,840 mi

Comparison: 4 similar vehicles

Patchogue, NY

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

Patchogue, NY

Fair PriceRobust · 52
$15,99593,054 mi

Market: $12,777 – $53,999

Comparison: 52 similar vehicles

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

Patchogue, NY

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Patchogue, NY

Unscored
$15,99567,451 mi

Comparison: 9 similar vehicles

Patchogue, NY

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Patchogue, NY

Fair PriceModerate · 26
$16,49560,825 mi

Market: $8,500 – $19,065

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Patchogue, NY

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Patchogue, NY

Fair PriceLimited · 14
$16,99589,562 mi

Market: $11,995 – $19,999

Comparison: 14 similar vehicles

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

Patchogue, NY

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

Patchogue, NY

Fair PriceModerate · 22
$16,995101,122 mi

Market: $10,900 – $33,000

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Patchogue, NY

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

Patchogue, NY

Unscored
$17,995139,532 mi

Comparison: 17 similar vehicles

Patchogue, NY

2021 Ford Mustang EcoBoost

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

2021 Ford Mustang EcoBoost

Patchogue, NY

Fair PriceModerate · 34
$18,49587,284 mi

Market: $17,995 – $24,998

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Patchogue, NY

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Patchogue, NY

Unscored
$18,82078,893 mi

Comparison: 7 similar vehicles

Patchogue, NY

2023 Ford Explorer Base

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

2023 Ford Explorer Base

Patchogue, NY

Unscored
$18,99593,222 mi

Comparison: 8 similar vehicles

Patchogue, NY

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Patchogue, NY

Fair PriceLimited · 19
$18,99589,918 mi

Market: $14,795 – $24,990

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Patchogue, NY

2019 Ford Explorer Limited

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

2019 Ford Explorer Limited

Patchogue, NY

Fair PriceRobust · 106
$18,99668,645 mi

Market: $10,950 – $24,995

Comparison: 106 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Patchogue, NY

2021 Ford Bronco Sport First Edition

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

2021 Ford Bronco Sport First Edition

Patchogue, NY

UnscoredInsufficient · 3
$19,07087,609 mi

Comparison: 3 similar vehicles

Patchogue, NY

2013 Ford F-350 Super Duty Chassis Cab XL

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

2013 Ford F-350 Super Duty Chassis Cab XL

Patchogue, NY

UnscoredInsufficient · 3
$19,420125,197 mi

Comparison: 3 similar vehicles

Patchogue, NY

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Patchogue, NY

Fair PriceModerate · 37
$19,49582,236 mi

Market: $15,495 – $21,995

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Patchogue, NY

2010 Ford F-350 Super Duty XL

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

2010 Ford F-350 Super Duty XL

Patchogue, NY

Unscored
$19,99592,496 mi

Comparison: 6 similar vehicles

Patchogue, NY

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Patchogue, NY

Unscored
$20,99564,712 mi

Comparison: 5 similar vehicles

Patchogue, NY

2018 Ford Transit Connect XL

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

2018 Ford Transit Connect XL

Patchogue, NY

UnscoredInsufficient · 3
$21,99533,481 mi

Comparison: 3 similar vehicles

Patchogue, NY

2023 Ford Bronco Sport Heritage

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

2023 Ford Bronco Sport Heritage

Patchogue, NY

Fair PriceLimited · 14
$22,49567,392 mi

Market: $20,995 – $33,289

Comparison: 14 similar vehicles

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

Patchogue, NY

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Patchogue, NY

Fair PriceModerate · 28
$22,49568,241 mi

Market: $11,995 – $25,599

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Patchogue, NY

2017 Ford Explorer Platinum

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

2017 Ford Explorer Platinum

Patchogue, NY

UnscoredInsufficient · 0
$22,82031,725 mi

Patchogue, NY

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Patchogue, NY

Fair PriceRobust · 71
$22,99537,569 mi

Market: $22,189 – $27,670

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 580 days listed (based on current market benchmarks)

Patchogue, NY

2021 Ford Transit Van Base

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

2021 Ford Transit Van Base

Patchogue, NY

Fair PriceModerate · 39
$22,99563,728 mi

Market: $18,900 – $48,995

Comparison: 39 similar vehicles

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

Patchogue, NY

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Patchogue, NY

Fair PriceModerate · 29
$23,99546,860 mi

Market: $22,409 – $28,687

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 196 days listed (based on current market benchmarks)

Patchogue, NY

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Patchogue, NY

Fair PriceModerate · 24
$24,49532,987 mi

Market: $23,495 – $26,122

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Patchogue, NY

2020 Ford Explorer ST

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

2020 Ford Explorer ST

Patchogue, NY

Unscored
$24,49581,710 mi

Comparison: 7 similar vehicles

Patchogue, NY

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Patchogue, NY

UnscoredInsufficient · 4
$24,50215,650 mi

Comparison: 4 similar vehicles

Patchogue, NY

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Patchogue, NY

UnscoredInsufficient · 3
$24,92560,000 mi

Comparison: 3 similar vehicles

Patchogue, NY

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Patchogue, NY

UnscoredInsufficient · 3
$24,99549,630 mi

Comparison: 3 similar vehicles

Patchogue, NY

2020 Ford Transit Connect XL

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

2020 Ford Transit Connect XL

Patchogue, NY

UnscoredInsufficient · 0
$24,99537,480 mi

Patchogue, NY

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Patchogue, NY

Great DealModerate · 38
$25,49533,904 mi

Market: $28,774 – $35,215

Comparison: 38 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 2 days listed (based on current market benchmarks)

Patchogue, NY

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

Patchogue, NY

UnscoredInsufficient · 0
$25,99459,099 mi

Patchogue, NY

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Patchogue, NY

UnscoredInsufficient · 3
$26,49532,039 mi

Comparison: 3 similar vehicles

Patchogue, NY

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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