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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

432 listings found

2013 Ford Escape Titanium

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

2013 Ford Escape Titanium

Waukesha, WI

UnscoredLimited · 15
$3,498155,183 mi

Comparison: 15 similar vehicles

Waukesha, WI

1994 Ford Taurus

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

1994 Ford Taurus

Waukesha, WI

UnscoredInsufficient · 0
$4,49479,599 mi

Waukesha, WI

2006 Ford Fusion SE

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

2006 Ford Fusion SE

Waukesha, WI

UnscoredLimited · 7
$4,500154,330 mi

Comparison: 7 similar vehicles

Waukesha, WI

2000 Ford F-250 Super Duty XL

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

2000 Ford F-250 Super Duty XL

Waukesha, WI

UnscoredInsufficient · 0
$5,000236,000 mi

Waukesha, WI

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Waukesha, WI

UnscoredLimited · 7
$5,499251,417 mi

Comparison: 7 similar vehicles

Waukesha, WI

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Waukesha, WI

UnscoredModerate · 21
$6,032136,635 mi

Comparison: 21 similar vehicles

Waukesha, WI

2016 Ford Escape SE

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

2016 Ford Escape SE

Waukesha, WI

UnscoredModerate · 49
$6,995140,472 mi

Comparison: 49 similar vehicles

Waukesha, WI

2015 Ford Escape SE

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

2015 Ford Escape SE

Waukesha, WI

UnscoredLimited · 5
$7,000173,030 mi

Comparison: 5 similar vehicles

Waukesha, WI

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Waukesha, WI

UnscoredInsufficient · 3
$7,490115,153 mi

Comparison: 3 similar vehicles

Waukesha, WI

2013 Ford C-Max SE

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

2013 Ford C-Max SE

Waukesha, WI

UnscoredLimited · 6
$7,494132,600 mi

Comparison: 6 similar vehicles

Waukesha, WI

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Waukesha, WI

UnscoredLimited · 8
$8,844149,812 mi

Comparison: 8 similar vehicles

Waukesha, WI

2014 Ford Fusion Titanium

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

2014 Ford Fusion Titanium

Waukesha, WI

UnscoredLimited · 11
$8,975135,294 mi

Comparison: 11 similar vehicles

Waukesha, WI

2015 Ford Focus SE

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

2015 Ford Focus SE

Waukesha, WI

Fair PriceLimited · 11
$8,99482,770 mi

Market: $5,100 – $10,494

Comparison: 11 similar vehicles

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

Waukesha, WI

2014 Ford Explorer Utility Police Interceptor

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

2014 Ford Explorer Utility Police Interceptor

Waukesha, WI

UnscoredLimited · 6
$8,995100,166 mi

Comparison: 6 similar vehicles

Waukesha, WI

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Waukesha, WI

UnscoredLimited · 11
$8,995178,080 mi

Comparison: 11 similar vehicles

Waukesha, WI

2008 Ford F-250 Super Duty XL

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

2008 Ford F-250 Super Duty XL

Waukesha, WI

Fair PriceLimited · 12
$8,995116,000 mi

Market: $3,900 – $21,322

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 291 days listed (based on current market benchmarks)

Waukesha, WI

2014 Ford Expedition Limited

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

2014 Ford Expedition Limited

Waukesha, WI

UnscoredLimited · 15
$8,999170,884 mi

Comparison: 15 similar vehicles

Waukesha, WI

2016 Ford Escape SE

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

2016 Ford Escape SE

Waukesha, WI

Fair PriceModerate · 49
$9,287102,539 mi

Market: $2,436 – $12,998

Comparison: 49 similar vehicles

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

Waukesha, WI

2014 Ford Flex SEL

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

2014 Ford Flex SEL

Waukesha, WI

UnscoredModerate · 27
$9,990121,301 mi

Comparison: 27 similar vehicles

Waukesha, WI

2013 Ford Taurus Limited

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

2013 Ford Taurus Limited

Waukesha, WI

UnscoredLimited · 8
$9,994131,756 mi

Comparison: 8 similar vehicles

Waukesha, WI

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Waukesha, WI

UnscoredLimited · 6
$9,99494,028 mi

Comparison: 6 similar vehicles

Waukesha, WI

2012 Ford F-250 Super Duty XLT

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

2012 Ford F-250 Super Duty XLT

Waukesha, WI

UnscoredLimited · 13
$9,995170,010 mi

Comparison: 13 similar vehicles

Waukesha, WI

2016 Ford Focus Electric

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

2016 Ford Focus Electric

Waukesha, WI

UnscoredInsufficient · 0
$10,49424,974 mi

Waukesha, WI

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Waukesha, WI

UnscoredInsufficient · 4
$10,494104,838 mi

Comparison: 4 similar vehicles

Waukesha, WI

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Waukesha, WI

Fair PriceLimited · 16
$10,994103,926 mi

Market: $9,194 – $10,995

Comparison: 16 similar vehicles

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

Waukesha, WI

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Waukesha, WI

UnscoredModerate · 20
$11,775127,470 mi

Comparison: 20 similar vehicles

Waukesha, WI

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Waukesha, WI

Fair PriceLimited · 17
$11,919115,065 mi

Market: $6,995 – $12,999

Comparison: 17 similar vehicles

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

Waukesha, WI

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Waukesha, WI

Fair PriceRobust · 93
$11,990111,237 mi

Market: $6,500 – $16,995

Comparison: 93 similar vehicles

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

Waukesha, WI

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Waukesha, WI

Fair PriceLimited · 13
$11,99091,675 mi

Market: $7,995 – $14,148

Comparison: 13 similar vehicles

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

Waukesha, WI

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Waukesha, WI

UnscoredLimited · 7
$11,994108,967 mi

Comparison: 7 similar vehicles

Waukesha, WI

2019 Ford Escape S

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

2019 Ford Escape S

Waukesha, WI

Fair PriceModerate · 21
$12,19491,618 mi

Market: $10,000 – $15,995

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Waukesha, WI

2018 Ford Escape SE

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

2018 Ford Escape SE

Waukesha, WI

Fair PriceModerate · 28
$12,49483,425 mi

Market: $5,995 – $13,417

Comparison: 28 similar vehicles

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

Waukesha, WI

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Waukesha, WI

Fair PriceLimited · 15
$12,494107,983 mi

Market: $6,995 – $17,998

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Waukesha, WI

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Waukesha, WI

Fair PriceRobust · 93
$12,59089,939 mi

Market: $6,500 – $16,995

Comparison: 93 similar vehicles

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

Waukesha, WI

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Waukesha, WI

UnscoredLimited · 9
$12,990112,365 mi

Comparison: 9 similar vehicles

Waukesha, WI

2016 Ford Expedition Limited

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

2016 Ford Expedition Limited

Waukesha, WI

UnscoredLimited · 13
$13,490128,283 mi

Comparison: 13 similar vehicles

Waukesha, WI

2018 Ford Focus Titanium

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

2018 Ford Focus Titanium

Waukesha, WI

UnscoredInsufficient · 0
$13,49481,854 mi

Waukesha, WI

2018 Ford Focus SE

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

2018 Ford Focus SE

Waukesha, WI

UnscoredInsufficient · 4
$13,49459,539 mi

Comparison: 4 similar vehicles

Waukesha, WI

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Waukesha, WI

UnscoredInsufficient · 4
$13,494129,650 mi

Comparison: 4 similar vehicles

Waukesha, WI

2015 Ford Transit Connect XL

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

2015 Ford Transit Connect XL

Waukesha, WI

UnscoredLimited · 6
$13,59090,000 mi

Comparison: 6 similar vehicles

Waukesha, WI

2018 Ford Escape SE

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

2018 Ford Escape SE

Waukesha, WI

Fair PriceLimited · 13
$14,49058,929 mi

Market: $12,063 – $16,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Waukesha, WI

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Waukesha, WI

UnscoredInsufficient · 0
$14,99429,753 mi

Waukesha, WI

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Waukesha, WI

UnscoredRobust · 52
$15,494146,099 mi

Comparison: 52 similar vehicles

Waukesha, WI

2022 Ford Maverick XLT

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

2022 Ford Maverick XLT

Waukesha, WI

UnscoredLimited · 13
$15,995172,009 mi

Comparison: 13 similar vehicles

Waukesha, WI

2019 Ford Fusion SEL

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

2019 Ford Fusion SEL

Waukesha, WI

UnscoredInsufficient · 0
$16,06348,670 mi

Waukesha, WI

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Waukesha, WI

UnscoredInsufficient · 0
$16,49444,000 mi

Waukesha, WI

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Waukesha, WI

Fair PriceModerate · 25
$16,89476,659 mi

Market: $9,995 – $17,399

Comparison: 25 similar vehicles

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

Waukesha, WI

2017 Ford F-150 XL

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

2017 Ford F-150 XL

Waukesha, WI

UnscoredRobust · 69
$16,994161,648 mi

Comparison: 69 similar vehicles

Waukesha, WI

2019 Ford Explorer Platinum

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

2019 Ford Explorer Platinum

Waukesha, WI

UnscoredLimited · 13
$17,200120,940 mi

Comparison: 13 similar vehicles

Waukesha, WI

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Waukesha, WI

Fair PriceModerate · 45
$17,62094,558 mi

Market: $5,495 – $22,900

Comparison: 45 similar vehicles

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

Waukesha, WI

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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