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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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 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

954 listings found

2011 Ford Focus SES

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

2011 Ford Focus SES

Farmington Hills, MI

UnscoredInsufficient · 4
$2,250203,000 mi

Comparison: 4 similar vehicles

Farmington Hills, MI

2011 Ford Ranger XL

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

2011 Ford Ranger XL

Farmington Hills, MI

UnscoredLimited · 12
$2,450218,000 mi

Comparison: 12 similar vehicles

Farmington Hills, MI

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Farmington Hills, MI

UnscoredLimited · 8
$2,650222,000 mi

Comparison: 8 similar vehicles

Farmington Hills, MI

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Farmington Hills, MI

Fair PriceModerate · 35
$2,950119,000 mi

Market: $1,680 – $4,995

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 187 days listed (based on current market benchmarks)

Farmington Hills, MI

2014 Ford Escape S

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

2014 Ford Escape S

Farmington Hills, MI

UnscoredModerate · 21
$3,250173,000 mi

Comparison: 21 similar vehicles

Farmington Hills, MI

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Farmington Hills, MI

UnscoredLimited · 15
$3,995153,875 mi

Comparison: 15 similar vehicles

Farmington Hills, MI

2013 Ford Fiesta S

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

2013 Ford Fiesta S

Farmington Hills, MI

UnscoredLimited · 7
$4,99599,414 mi

Comparison: 7 similar vehicles

Farmington Hills, MI

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Farmington Hills, MI

UnscoredInsufficient · 3
$4,995123,000 mi

Comparison: 3 similar vehicles

Farmington Hills, MI

2014 Ford Focus SE

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

2014 Ford Focus SE

Farmington Hills, MI

Fair PriceRobust · 54
$5,312105,319 mi

Market: $1,299 – $7,495

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Farmington Hills, MI

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Farmington Hills, MI

UnscoredLimited · 5
$5,49587,805 mi

Comparison: 5 similar vehicles

Farmington Hills, MI

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Farmington Hills, MI

UnscoredModerate · 20
$5,813213,504 mi

Comparison: 20 similar vehicles

Farmington Hills, MI

2004 Ford F-350 SD Chassis Cab XL

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

2004 Ford F-350 SD Chassis Cab XL

Farmington Hills, MI

UnscoredInsufficient · 0
$5,995198,564 mi

Farmington Hills, MI

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Farmington Hills, MI

UnscoredInsufficient · 3
$7,99597,263 mi

Comparison: 3 similar vehicles

Farmington Hills, MI

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Farmington Hills, MI

Fair PriceLimited · 12
$8,442103,459 mi

Market: $6,900 – $11,190

Comparison: 12 similar vehicles

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

Farmington Hills, MI

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Farmington Hills, MI

Fair PriceModerate · 29
$8,601107,187 mi

Market: $1,814 – $13,000

Comparison: 29 similar vehicles

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

Farmington Hills, MI

2017 Ford Escape SE

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

2017 Ford Escape SE

Farmington Hills, MI

Fair PriceRobust · 166
$8,612109,535 mi

Market: $2,750 – $17,995

Comparison: 166 similar vehicles

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

Farmington Hills, MI

2018 Ford Escape SE

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

2018 Ford Escape SE

Farmington Hills, MI

Fair PriceRobust · 84
$8,995108,717 mi

Market: $5,499 – $15,280

Comparison: 84 similar vehicles

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

Farmington Hills, MI

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Farmington Hills, MI

OverpricedModerate · 40
$9,202102,818 mi

Market: $3,895 – $9,075

Comparison: 40 similar vehicles

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

Farmington Hills, MI

2017 Ford Escape SE

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

2017 Ford Escape SE

Farmington Hills, MI

Fair PriceRobust · 166
$9,212101,412 mi

Market: $2,750 – $17,995

Comparison: 166 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Farmington Hills, MI

2017 Ford Edge SE

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

2017 Ford Edge SE

Farmington Hills, MI

Fair PriceLimited · 19
$9,312114,863 mi

Market: $6,279 – $13,388

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Farmington Hills, MI

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Farmington Hills, MI

UnscoredModerate · 32
$10,495123,438 mi

Comparison: 32 similar vehicles

Farmington Hills, MI

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Farmington Hills, MI

Fair PriceModerate · 46
$10,50095,360 mi

Market: $5,311 – $15,752

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 350 days listed (based on current market benchmarks)

Farmington Hills, MI

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Farmington Hills, MI

Fair PriceLimited · 19
$11,274115,672 mi

Market: $5,500 – $16,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Farmington Hills, MI

2020 Ford Escape SE

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

2020 Ford Escape SE

Farmington Hills, MI

Fair PriceRobust · 74
$11,77486,197 mi

Market: $6,995 – $19,969

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Farmington Hills, MI

2016 Ford Flex SEL

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

2016 Ford Flex SEL

Farmington Hills, MI

UnscoredLimited · 6
$11,800102,434 mi

Comparison: 6 similar vehicles

Farmington Hills, MI

2016 Ford Focus ST

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

2016 Ford Focus ST

Farmington Hills, MI

UnscoredLimited · 6
$11,995124,990 mi

Comparison: 6 similar vehicles

Farmington Hills, MI

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Farmington Hills, MI

UnscoredRobust · 72
$12,795149,323 mi

Comparison: 72 similar vehicles

Farmington Hills, MI

2019 Ford Mustang EcoBoost Premium

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

2019 Ford Mustang EcoBoost Premium

Farmington Hills, MI

UnscoredLimited · 9
$13,302128,973 mi

Comparison: 9 similar vehicles

Farmington Hills, MI

2019 Ford Escape Titanium

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

2019 Ford Escape Titanium

Farmington Hills, MI

Fair PriceModerate · 29
$13,80290,921 mi

Market: $9,747 – $15,552

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Farmington Hills, MI

2020 Ford Escape SE

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

2020 Ford Escape SE

Farmington Hills, MI

Fair PriceRobust · 80
$14,31275,060 mi

Market: $6,995 – $19,969

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Farmington Hills, MI

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Farmington Hills, MI

Fair PriceRobust · 56
$14,50086,267 mi

Market: $5,195 – $18,595

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 599 days listed (based on current market benchmarks)

Farmington Hills, MI

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Farmington Hills, MI

Fair PriceLimited · 18
$14,81296,294 mi

Market: $10,995 – $18,558

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Farmington Hills, MI

2010 Ford Ranger Sport

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

2010 Ford Ranger Sport

Farmington Hills, MI

UnscoredInsufficient · 3
$14,99587,693 mi

Comparison: 3 similar vehicles

Farmington Hills, MI

2021 Ford Bronco Sport Base

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

2021 Ford Bronco Sport Base

Farmington Hills, MI

Fair PriceLimited · 14
$15,21296,419 mi

Market: $12,295 – $18,812

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Farmington Hills, MI

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Farmington Hills, MI

Fair PriceRobust · 70
$15,31299,602 mi

Market: $5,195 – $18,595

Comparison: 70 similar vehicles

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

Farmington Hills, MI

2019 Ford Expedition XLT

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

2019 Ford Expedition XLT

Farmington Hills, MI

UnscoredLimited · 14
$15,763148,969 mi

Comparison: 14 similar vehicles

Farmington Hills, MI

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Farmington Hills, MI

OverpricedModerate · 22
$16,000119,054 mi

Market: $8,572 – $14,400

Comparison: 22 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Farmington Hills, MI

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Farmington Hills, MI

UnscoredLimited · 7
$16,20062,634 mi

Comparison: 7 similar vehicles

Farmington Hills, MI

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Farmington Hills, MI

UnscoredInsufficient · 0
$16,31150,465 mi

Farmington Hills, MI

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Farmington Hills, MI

Fair PriceModerate · 41
$16,31278,601 mi

Market: $12,850 – $22,275

Comparison: 41 similar vehicles

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

Farmington Hills, MI

2021 Ford Bronco Sport Outer Banks

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

2021 Ford Bronco Sport Outer Banks

Farmington Hills, MI

Fair PriceModerate · 21
$16,802100,465 mi

Market: $16,064 – $19,988

Comparison: 21 similar vehicles

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

Farmington Hills, MI

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

Farmington Hills, MI

UnscoredLimited · 8
$16,995222,057 mi

Comparison: 8 similar vehicles

Farmington Hills, MI

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Farmington Hills, MI

Fair PriceModerate · 27
$17,61291,117 mi

Market: $11,279 – $20,808

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Farmington Hills, MI

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Farmington Hills, MI

Fair PriceModerate · 28
$18,40077,986 mi

Market: $11,279 – $20,808

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Farmington Hills, MI

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Farmington Hills, MI

Great DealModerate · 42
$18,90037,830 mi

Market: $26,564 – $32,000

Comparison: 42 similar vehicles

Competitively priced ~29% below the typical range compared to similar vehicles · 114 days listed (based on current market benchmarks)

Farmington Hills, MI

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

Farmington Hills, MI

UnscoredModerate · 36
$18,950144,115 mi

Comparison: 36 similar vehicles

Farmington Hills, MI

2023 Ford Escape Active

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

2023 Ford Escape Active

Farmington Hills, MI

Fair PriceModerate · 40
$19,31239,608 mi

Market: $19,264 – $26,372

Comparison: 40 similar vehicles

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

Farmington Hills, MI

2020 Ford Explorer ST

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

2020 Ford Explorer ST

Farmington Hills, MI

Fair PriceModerate · 36
$19,763118,214 mi

Market: $18,114 – $26,179

Comparison: 36 similar vehicles

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

Farmington Hills, MI

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Farmington Hills, MI

UnscoredRobust · 148
$19,763146,134 mi

Comparison: 148 similar vehicles

Farmington Hills, MI

2010 Ford F-350 Super Duty Lariat

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

2010 Ford F-350 Super Duty Lariat

Farmington Hills, MI

UnscoredLimited · 9
$19,763139,166 mi

Comparison: 9 similar vehicles

Farmington Hills, MI

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. 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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