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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

167 listings found

2015 Ford Escape SE

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

2015 Ford Escape SE

Sellersburg, IN

UnscoredRobust · 69
$3,496200,231 mi

Comparison: 69 similar vehicles

Sellersburg, IN

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Sellersburg, IN

UnscoredModerate · 31
$3,496217,718 mi

Comparison: 31 similar vehicles

Sellersburg, IN

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Sellersburg, IN

UnscoredLimited · 12
$3,996215,470 mi

Comparison: 12 similar vehicles

Sellersburg, IN

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Sellersburg, IN

UnscoredModerate · 35
$5,496255,878 mi

Comparison: 35 similar vehicles

Sellersburg, IN

2010 Ford Fusion Sport

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

2010 Ford Fusion Sport

Sellersburg, IN

UnscoredLimited · 11
$6,500150,020 mi

Comparison: 11 similar vehicles

Sellersburg, IN

2017 Ford Focus SE

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

2017 Ford Focus SE

Sellersburg, IN

UnscoredLimited · 11
$6,995159,212 mi

Comparison: 11 similar vehicles

Sellersburg, IN

2013 Ford F-150 STX

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

2013 Ford F-150 STX

Sellersburg, IN

UnscoredInsufficient · 3
$6,995225,013 mi

Comparison: 3 similar vehicles

Sellersburg, IN

2011 Ford F-150 Platinum

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

2011 Ford F-150 Platinum

Sellersburg, IN

UnscoredLimited · 10
$6,996250,668 mi

Comparison: 10 similar vehicles

Sellersburg, IN

2012 Ford Focus SE

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

2012 Ford Focus SE

Sellersburg, IN

UnscoredInsufficient · 3
$7,99599,133 mi

Comparison: 3 similar vehicles

Sellersburg, IN

2010 Ford Expedition XLT

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

2010 Ford Expedition XLT

Sellersburg, IN

UnscoredInsufficient · 0
$8,495127,011 mi

Sellersburg, IN

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Sellersburg, IN

UnscoredLimited · 5
$8,995123,202 mi

Comparison: 5 similar vehicles

Sellersburg, IN

2002 Ford Thunderbird Deluxe

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

2002 Ford Thunderbird Deluxe

Sellersburg, IN

Fair PriceLimited · 13
$8,99692,101 mi

Market: $6,995 – $16,788

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

Sellersburg, IN

2022 Ford Escape S

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

2022 Ford Escape S

Sellersburg, IN

UnscoredLimited · 16
$9,995132,001 mi

Comparison: 16 similar vehicles

Sellersburg, IN

2012 Ford E-Series Econoline Van Commercial

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

2012 Ford E-Series Econoline Van Commercial

Sellersburg, IN

UnscoredLimited · 13
$9,995144,315 mi

Comparison: 13 similar vehicles

Sellersburg, IN

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Sellersburg, IN

UnscoredLimited · 7
$10,331152,241 mi

Comparison: 7 similar vehicles

Sellersburg, IN

2009 Ford E-Series Econoline Wagon XL

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

2009 Ford E-Series Econoline Wagon XL

Sellersburg, IN

UnscoredInsufficient · 0
$10,496140,948 mi

Sellersburg, IN

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Sellersburg, IN

UnscoredLimited · 6
$10,796131,654 mi

Comparison: 6 similar vehicles

Sellersburg, IN

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Sellersburg, IN

Fair PriceRobust · 75
$10,995107,700 mi

Market: $4,000 – $18,195

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Sellersburg, IN

2011 Ford Ranger

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

2011 Ford Ranger

Sellersburg, IN

UnscoredInsufficient · 0
$10,996110,516 mi

Sellersburg, IN

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Sellersburg, IN

Fair PriceModerate · 43
$11,49579,012 mi

Market: $4,495 – $14,590

Comparison: 43 similar vehicles

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

Sellersburg, IN

1994 Ford Ranger XL

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

1994 Ford Ranger XL

Sellersburg, IN

UnscoredInsufficient · 0
$11,496130,348 mi

Sellersburg, IN

2018 Ford Taurus Limited

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

2018 Ford Taurus Limited

Sellersburg, IN

Fair PriceModerate · 20
$13,835110,554 mi

Market: $11,497 – $15,997

Comparison: 20 similar vehicles

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

Sellersburg, IN

2010 Ford Ranger XLT

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

2010 Ford Ranger XLT

Sellersburg, IN

UnscoredLimited · 10
$14,032133,261 mi

Comparison: 10 similar vehicles

Sellersburg, IN

2000 Ford F-550

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

2000 Ford F-550

Sellersburg, IN

UnscoredInsufficient · 0
$14,995116,411 mi

Sellersburg, IN

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

Sellersburg, IN

UnscoredLimited · 8
$16,065147,435 mi

Comparison: 8 similar vehicles

Sellersburg, IN

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Sellersburg, IN

UnscoredLimited · 5
$16,88678,724 mi

Comparison: 5 similar vehicles

Sellersburg, IN

2006 Ford Mustang GT Premium

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

2006 Ford Mustang GT Premium

Sellersburg, IN

UnscoredInsufficient · 0
$16,99059,172 mi

Sellersburg, IN

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

Sellersburg, IN

UnscoredLimited · 8
$17,453145,975 mi

Comparison: 8 similar vehicles

Sellersburg, IN

2015 Ford F-250 Super Duty XLT

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

2015 Ford F-250 Super Duty XLT

Sellersburg, IN

Fair PriceModerate · 20
$17,500110,385 mi

Market: $14,976 – $29,990

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 970 days listed (based on current market benchmarks)

Sellersburg, IN

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Sellersburg, IN

Fair PriceRobust · 90
$18,51784,715 mi

Market: $16,982 – $21,997

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Sellersburg, IN

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Sellersburg, IN

Fair PriceLimited · 12
$19,15261,826 mi

Market: $14,990 – $22,173

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Sellersburg, IN

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Sellersburg, IN

UnscoredRobust · 65
$19,995180,208 mi

Comparison: 65 similar vehicles

Sellersburg, IN

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

Sellersburg, IN

UnscoredModerate · 24
$19,995139,089 mi

Comparison: 24 similar vehicles

Sellersburg, IN

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Sellersburg, IN

Fair PriceModerate · 47
$21,42951,378 mi

Market: $17,986 – $25,559

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Sellersburg, IN

2025 Ford Escape Active

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

2025 Ford Escape Active

Sellersburg, IN

Fair PriceRobust · 135
$21,61931,892 mi

Market: $18,486 – $25,863

Comparison: 135 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Sellersburg, IN

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Sellersburg, IN

Fair PriceLimited · 17
$22,15489,714 mi

Market: $13,000 – $25,299

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Sellersburg, IN

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Sellersburg, IN

Fair PriceModerate · 23
$22,50055,267 mi

Market: $19,500 – $43,599

Comparison: 23 similar vehicles

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

Sellersburg, IN

2021 Ford Explorer Limited

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

2021 Ford Explorer Limited

Sellersburg, IN

Fair PriceLimited · 13
$22,58296,466 mi

Market: $19,250 – $27,950

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Sellersburg, IN

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Sellersburg, IN

Fair PriceLimited · 18
$22,911110,724 mi

Market: $13,990 – $25,000

Comparison: 18 similar vehicles

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

Sellersburg, IN

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Sellersburg, IN

Great DealLimited · 13
$22,91635,993 mi

Market: $24,421 – $30,694

Comparison: 13 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 142 days listed (based on current market benchmarks)

Sellersburg, IN

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

Sellersburg, IN

Fair PriceModerate · 25
$22,937111,506 mi

Market: $15,558 – $29,000

Comparison: 25 similar vehicles

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

Sellersburg, IN

2023 Ford Escape Active

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

2023 Ford Escape Active

Sellersburg, IN

Fair PriceRobust · 60
$23,32213,752 mi

Market: $21,297 – $26,199

Comparison: 60 similar vehicles

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

Sellersburg, IN

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

Sellersburg, IN

Fair PriceModerate · 25
$23,945100,913 mi

Market: $15,558 – $29,000

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Sellersburg, IN

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Sellersburg, IN

Fair PriceModerate · 24
$23,95111,252 mi

Market: $23,189 – $26,682

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Sellersburg, IN

2022 Ford Escape Titanium

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

2022 Ford Escape Titanium

Sellersburg, IN

UnscoredInsufficient · 0
$24,85334,330 mi

Sellersburg, IN

2020 Ford Explorer Platinum

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

2020 Ford Explorer Platinum

Sellersburg, IN

Fair PriceRobust · 68
$24,91391,395 mi

Market: $17,995 – $30,276

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Sellersburg, IN

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Sellersburg, IN

UnscoredLimited · 9
$24,91726,500 mi

Comparison: 9 similar vehicles

Sellersburg, IN

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Sellersburg, IN

UnscoredLimited · 9
$25,61624,657 mi

Comparison: 9 similar vehicles

Sellersburg, IN

2021 Ford Expedition XLT

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

2021 Ford Expedition XLT

Sellersburg, IN

UnscoredRobust · 134
$25,832129,583 mi

Comparison: 134 similar vehicles

Sellersburg, IN

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

Sellersburg, IN

Fair PriceModerate · 21
$25,947115,325 mi

Market: $18,500 – $31,500

Comparison: 21 similar vehicles

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

Sellersburg, IN

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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