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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 30, 2026

6M+

Unique vehicles analyzed

as of October 30, 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

1,491 listings found

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Apopka, FL

Unscored
$2,999139,600 mi

Comparison: 12 similar vehicles

Apopka, FL

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Apopka, FL

UnscoredInsufficient · 3
$2,999175,415 mi

Comparison: 3 similar vehicles

Apopka, FL

2007 Ford Focus ZX5 S

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

2007 Ford Focus ZX5 S

Apopka, FL

UnscoredInsufficient · 0
$3,497111,013 mi

Apopka, FL

2016 Ford Escape SE

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

2016 Ford Escape SE

Apopka, FL

Unscored
$3,799149,200 mi

Comparison: 25 similar vehicles

Apopka, FL

2018 Ford Escape SE

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

2018 Ford Escape SE

Apopka, FL

Unscored
$4,499164,950 mi

Comparison: 19 similar vehicles

Apopka, FL

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Apopka, FL

Unscored
$4,900188,300 mi

Comparison: 6 similar vehicles

Apopka, FL

2016 Ford Focus SE

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

2016 Ford Focus SE

Apopka, FL

Unscored
$4,995125,314 mi

Comparison: 11 similar vehicles

Apopka, FL

2005 Ford Explorer XLT

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

2005 Ford Explorer XLT

Apopka, FL

UnscoredInsufficient · 3
$5,000136,195 mi

Comparison: 3 similar vehicles

Apopka, FL

2013 Ford Transit Connect XL

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

2013 Ford Transit Connect XL

Apopka, FL

UnscoredInsufficient · 3
$5,500123,699 mi

Comparison: 3 similar vehicles

Apopka, FL

2012 Ford Focus SE

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

2012 Ford Focus SE

Apopka, FL

UnscoredInsufficient · 4
$5,69970,057 mi

Comparison: 4 similar vehicles

Apopka, FL

2009 Ford F-150 XL

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

2009 Ford F-150 XL

Apopka, FL

Unscored
$6,500203,000 mi

Comparison: 9 similar vehicles

Apopka, FL

2015 Ford Escape SE

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

2015 Ford Escape SE

Apopka, FL

Fair PriceLimited · 13
$6,995115,122 mi

Market: $2,995 – $8,900

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Apopka, FL

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Apopka, FL

Unscored
$7,500138,734 mi

Comparison: 21 similar vehicles

Apopka, FL

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Apopka, FL

Unscored
$7,995127,132 mi

Comparison: 9 similar vehicles

Apopka, FL

2010 Ford Flex Limited

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

2010 Ford Flex Limited

Apopka, FL

UnscoredInsufficient · 0
$7,995125,141 mi

Apopka, FL

2013 Ford C-Max Energi SEL

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

2013 Ford C-Max Energi SEL

Apopka, FL

UnscoredInsufficient · 3
$8,28686,236 mi

Comparison: 3 similar vehicles

Apopka, FL

2005 Ford Explorer Sport Trac XLS

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

2005 Ford Explorer Sport Trac XLS

Apopka, FL

Unscored
$8,500100,283 mi

Comparison: 6 similar vehicles

Apopka, FL

2014 Ford Expedition Limited

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

2014 Ford Expedition Limited

Apopka, FL

Unscored
$8,995132,272 mi

Comparison: 8 similar vehicles

Apopka, FL

2020 Ford Escape SE

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

2020 Ford Escape SE

Apopka, FL

Unscored
$9,900133,158 mi

Comparison: 29 similar vehicles

Apopka, FL

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Apopka, FL

Unscored
$9,901135,515 mi

Comparison: 32 similar vehicles

Apopka, FL

2017 Ford Fusion Energi Titanium

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

2017 Ford Fusion Energi Titanium

Apopka, FL

UnscoredInsufficient · 4
$10,250116,267 mi

Comparison: 4 similar vehicles

Apopka, FL

2021 Ford EcoSport S

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

2021 Ford EcoSport S

Apopka, FL

UnscoredInsufficient · 0
$10,50057,553 mi

Apopka, FL

2018 Ford Edge SE

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

2018 Ford Edge SE

Apopka, FL

Unscored
$10,50091,797 mi

Comparison: 5 similar vehicles

Apopka, FL

2015 Ford Expedition XLT

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

2015 Ford Expedition XLT

Apopka, FL

UnscoredInsufficient · 3
$10,500149,724 mi

Comparison: 3 similar vehicles

Apopka, FL

2012 Ford Mustang V6 Premium

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

2012 Ford Mustang V6 Premium

Apopka, FL

Unscored
$10,50081,618 mi

Comparison: 7 similar vehicles

Apopka, FL

2003 Ford Ranger XLT

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

2003 Ford Ranger XLT

Apopka, FL

UnscoredInsufficient · 3
$10,601126,600 mi

Comparison: 3 similar vehicles

Apopka, FL

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Apopka, FL

Unscored
$11,250134,281 mi

Comparison: 6 similar vehicles

Apopka, FL

2017 Ford Fiesta ST

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

2017 Ford Fiesta ST

Apopka, FL

UnscoredInsufficient · 0
$11,28697,867 mi

Apopka, FL

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Apopka, FL

UnscoredInsufficient · 4
$11,500112,749 mi

Comparison: 4 similar vehicles

Apopka, FL

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

Apopka, FL

UnscoredInsufficient · 3
$11,900105,293 mi

Comparison: 3 similar vehicles

Apopka, FL

2019 Ford Edge SE

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

2019 Ford Edge SE

Apopka, FL

UnscoredInsufficient · 4
$11,995102,926 mi

Comparison: 4 similar vehicles

Apopka, FL

2016 Ford Edge SE

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

2016 Ford Edge SE

Apopka, FL

UnscoredInsufficient · 0
$12,00043,213 mi

Apopka, FL

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Apopka, FL

Unscored
$12,285125,480 mi

Comparison: 21 similar vehicles

Apopka, FL

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

Apopka, FL

Fair PriceLimited · 11
$12,286100,199 mi

Market: $9,999 – $15,783

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Apopka, FL

2017 Ford Explorer Platinum

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

2017 Ford Explorer Platinum

Apopka, FL

UnscoredInsufficient · 3
$12,400138,836 mi

Comparison: 3 similar vehicles

Apopka, FL

2017 Ford Fusion Platinum

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

2017 Ford Fusion Platinum

Apopka, FL

UnscoredInsufficient · 3
$12,48596,483 mi

Comparison: 3 similar vehicles

Apopka, FL

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Apopka, FL

Fair PriceModerate · 32
$12,500107,795 mi

Market: $7,000 – $15,195

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3341 days listed (based on current market benchmarks)

Apopka, FL

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Apopka, FL

Fair PriceModerate · 32
$12,50083,190 mi

Market: $7,000 – $15,195

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Apopka, FL

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

Apopka, FL

Unscored
$12,90071,243 mi

Comparison: 6 similar vehicles

Apopka, FL

2010 Ford Explorer Sport Trac Limited

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

2010 Ford Explorer Sport Trac Limited

Apopka, FL

UnscoredInsufficient · 0
$12,900120,721 mi

Apopka, FL

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Apopka, FL

Unscored
$13,400102,077 mi

Comparison: 5 similar vehicles

Apopka, FL

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

Apopka, FL

Unscored
$13,499176,343 mi

Comparison: 122 similar vehicles

Apopka, FL

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Apopka, FL

Unscored
$13,500102,844 mi

Comparison: 6 similar vehicles

Apopka, FL

2015 Ford Mustang EcoBoost Premium

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

2015 Ford Mustang EcoBoost Premium

Apopka, FL

Unscored
$13,685120,150 mi

Comparison: 16 similar vehicles

Apopka, FL

2017 Ford Expedition Platinum

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

2017 Ford Expedition Platinum

Apopka, FL

Unscored
$13,990155,323 mi

Comparison: 9 similar vehicles

Apopka, FL

No Photo

2021 Ford Edge SEL

Apopka, FL

Fair PriceLimited · 19
$13,999106,535 mi

Market: $12,889 – $18,889

Comparison: 19 similar vehicles

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

Apopka, FL

2021 Ford Escape SEL

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

2021 Ford Escape SEL

Apopka, FL

Fair PriceLimited · 10
$14,00091,553 mi

Market: $10,855 – $14,999

Comparison: 10 similar vehicles

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

Apopka, FL

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Apopka, FL

Fair PriceLimited · 17
$14,300113,993 mi

Market: $11,495 – $19,490

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Apopka, FL

2011 Ford Ranger XL

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

2011 Ford Ranger XL

Apopka, FL

UnscoredInsufficient · 3
$14,501118,837 mi

Comparison: 3 similar vehicles

Apopka, FL

2016 Ford F-150 Platinum

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

2016 Ford F-150 Platinum

Apopka, FL

Unscored
$14,699239,499 mi

Comparison: 6 similar vehicles

Apopka, FL

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.
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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