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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 6, 2026

7.1M+

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

171 listings found

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Gallipolis, OH

UnscoredInsufficient · 4
$2,995257,791 mi

Comparison: 4 similar vehicles

Gallipolis, OH

2012 Ford Focus SE

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

2012 Ford Focus SE

Gallipolis, OH

Unscored
$3,000293,666 mi

Comparison: 56 similar vehicles

Gallipolis, OH

2010 Ford Ranger XLT

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

2010 Ford Ranger XLT

Gallipolis, OH

Unscored
$4,995163,088 mi

Comparison: 7 similar vehicles

Gallipolis, OH

2012 Ford F-150 XL

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

2012 Ford F-150 XL

Gallipolis, OH

Unscored
$5,398288,134 mi

Comparison: 33 similar vehicles

Gallipolis, OH

2014 Ford Escape SE

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

2014 Ford Escape SE

Gallipolis, OH

UnscoredInsufficient · 3
$6,995249,908 mi

Comparison: 3 similar vehicles

Gallipolis, OH

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Gallipolis, OH

Unscored
$7,995176,052 mi

Comparison: 13 similar vehicles

Gallipolis, OH

2014 Ford Escape SE

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

2014 Ford Escape SE

Gallipolis, OH

UnscoredInsufficient · 3
$7,995117,428 mi

Comparison: 3 similar vehicles

Gallipolis, OH

2008 Ford F-150 Lariat

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

2008 Ford F-150 Lariat

Gallipolis, OH

Unscored
$7,995241,702 mi

Comparison: 12 similar vehicles

Gallipolis, OH

2016 Ford Explorer Utility Police Interceptor

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

2016 Ford Explorer Utility Police Interceptor

Gallipolis, OH

Unscored
$8,398121,737 mi

Comparison: 15 similar vehicles

Gallipolis, OH

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

Gallipolis, OH

Unscored
$8,995260,517 mi

Comparison: 12 similar vehicles

Gallipolis, OH

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Gallipolis, OH

UnscoredInsufficient · 0
$8,995178,166 mi

Gallipolis, OH

1999 Ford F-250

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

1999 Ford F-250

Gallipolis, OH

UnscoredInsufficient · 0
$8,995237,264 mi

Gallipolis, OH

1996 Ford F-350

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

1996 Ford F-350

Gallipolis, OH

UnscoredInsufficient · 0
$8,995182,523 mi

Gallipolis, OH

2015 Ford Edge Titanium

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

2015 Ford Edge Titanium

Gallipolis, OH

Unscored
$9,398131,625 mi

Comparison: 68 similar vehicles

Gallipolis, OH

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

Gallipolis, OH

Fair PriceRobust · 50
$9,89892,545 mi

Market: $5,800 – $15,980

Comparison: 50 similar vehicles

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

Gallipolis, OH

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Gallipolis, OH

Fair PriceRobust · 74
$9,900115,347 mi

Market: $7,499 – $15,590

Comparison: 74 similar vehicles

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

Gallipolis, OH

2015 Ford Explorer Base

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

2015 Ford Explorer Base

Gallipolis, OH

Unscored
$9,900128,917 mi

Comparison: 31 similar vehicles

Gallipolis, OH

2004 Ford F-250 Super Duty XL

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

2004 Ford F-250 Super Duty XL

Gallipolis, OH

Unscored
$9,950321,952 mi

Comparison: 11 similar vehicles

Gallipolis, OH

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Gallipolis, OH

Fair PriceRobust · 175
$10,148116,134 mi

Market: $5,400 – $15,486

Comparison: 175 similar vehicles

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

Gallipolis, OH

2017 Ford Escape SE

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

2017 Ford Escape SE

Gallipolis, OH

OverpricedLimited · 13
$10,50083,083 mi

Market: $7,988 – $9,900

Comparison: 13 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Gallipolis, OH

2006 Ford Econoline

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

2006 Ford Econoline

Gallipolis, OH

UnscoredInsufficient · 0
$10,995150,814 mi

Gallipolis, OH

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Gallipolis, OH

Unscored
$10,998154,468 mi

Comparison: 92 similar vehicles

Gallipolis, OH

2018 Ford Fusion S

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

2018 Ford Fusion S

Gallipolis, OH

Unscored
$11,000118,215 mi

Comparison: 8 similar vehicles

Gallipolis, OH

2022 Ford Escape SE

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

2022 Ford Escape SE

Gallipolis, OH

UnscoredInsufficient · 4
$11,398106,347 mi

Comparison: 4 similar vehicles

Gallipolis, OH

1987 Ford Mustang

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

1987 Ford Mustang

Gallipolis, OH

UnscoredInsufficient · 0
$11,55088,537 mi

Gallipolis, OH

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Gallipolis, OH

Unscored
$11,898130,098 mi

Comparison: 9 similar vehicles

Gallipolis, OH

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Gallipolis, OH

Fair PriceRobust · 119
$11,89887,608 mi

Market: $5,900 – $16,995

Comparison: 119 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Gallipolis, OH

2015 Ford F-150 XL

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

2015 Ford F-150 XL

Gallipolis, OH

Unscored
$11,995149,806 mi

Comparison: 76 similar vehicles

Gallipolis, OH

2013 Ford Transit Connect XLT Premium

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

2013 Ford Transit Connect XLT Premium

Gallipolis, OH

UnscoredInsufficient · 0
$11,995111,951 mi

Gallipolis, OH

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Gallipolis, OH

UnscoredInsufficient · 3
$12,39840,893 mi

Comparison: 3 similar vehicles

Gallipolis, OH

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Gallipolis, OH

UnscoredInsufficient · 3
$12,39863,704 mi

Comparison: 3 similar vehicles

Gallipolis, OH

2002 Ford Thunderbird Deluxe

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

2002 Ford Thunderbird Deluxe

Gallipolis, OH

Fair PriceLimited · 11
$12,90070,742 mi

Market: $7,350 – $15,900

Comparison: 11 similar vehicles

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

Gallipolis, OH

2015 Ford Focus ST

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

2015 Ford Focus ST

Gallipolis, OH

UnscoredInsufficient · 4
$12,995148,393 mi

Comparison: 4 similar vehicles

Gallipolis, OH

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Gallipolis, OH

Unscored
$12,995199,362 mi

Comparison: 8 similar vehicles

Gallipolis, OH

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

Gallipolis, OH

Unscored
$13,500239,426 mi

Comparison: 14 similar vehicles

Gallipolis, OH

2018 Ford Explorer Sport

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

2018 Ford Explorer Sport

Gallipolis, OH

Unscored
$13,898126,391 mi

Comparison: 52 similar vehicles

Gallipolis, OH

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

Gallipolis, OH

Unscored
$13,900190,721 mi

Comparison: 13 similar vehicles

Gallipolis, OH

2011 Ford Expedition Limited

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

2011 Ford Expedition Limited

Gallipolis, OH

Unscored
$14,100111,353 mi

Comparison: 6 similar vehicles

Gallipolis, OH

2019 Ford Edge Titanium

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

2019 Ford Edge Titanium

Gallipolis, OH

Fair PriceRobust · 119
$14,39890,538 mi

Market: $7,995 – $20,690

Comparison: 119 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Gallipolis, OH

2015 Ford F-150 XL

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

2015 Ford F-150 XL

Gallipolis, OH

Fair PriceRobust · 76
$14,50092,859 mi

Market: $8,744 – $24,788

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 244 days listed (based on current market benchmarks)

Gallipolis, OH

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

Gallipolis, OH

Unscored
$14,898165,729 mi

Comparison: 14 similar vehicles

Gallipolis, OH

2021 Ford EcoSport Titanium

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

2021 Ford EcoSport Titanium

Gallipolis, OH

UnscoredInsufficient · 0
$14,90057,654 mi

Gallipolis, OH

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Gallipolis, OH

Unscored
$15,39875,513 mi

Comparison: 5 similar vehicles

Gallipolis, OH

2018 Ford Mustang EcoBoost Premium

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

2018 Ford Mustang EcoBoost Premium

Gallipolis, OH

Fair PriceRobust · 115
$15,50090,263 mi

Market: $9,999 – $20,455

Comparison: 115 similar vehicles

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

Gallipolis, OH

2003 Ford F-250 Super Duty XLT

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

2003 Ford F-250 Super Duty XLT

Gallipolis, OH

Unscored
$15,995196,256 mi

Comparison: 7 similar vehicles

Gallipolis, OH

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

Gallipolis, OH

Unscored
$16,200123,436 mi

Comparison: 13 similar vehicles

Gallipolis, OH

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Gallipolis, OH

UnscoredInsufficient · 3
$16,398121,295 mi

Comparison: 3 similar vehicles

Gallipolis, OH

2019 Ford Fiesta ST

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

2019 Ford Fiesta ST

Gallipolis, OH

UnscoredInsufficient · 3
$16,39896,871 mi

Comparison: 3 similar vehicles

Gallipolis, OH

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Gallipolis, OH

Fair PriceRobust · 512
$16,698106,586 mi

Market: $11,995 – $25,790

Comparison: 512 similar vehicles

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

Gallipolis, OH

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Gallipolis, OH

Fair PriceRobust · 183
$17,39888,879 mi

Market: $12,930 – $23,078

Comparison: 183 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Gallipolis, OH

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 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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