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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 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 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

61 listings found

2004 Ford Explorer Sport Trac Adrenalin

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

2004 Ford Explorer Sport Trac Adrenalin

Bethany, OK

UnscoredInsufficient · 0
$3,995159,185 mi

Bethany, OK

2006 Ford Five Hundred SE

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

2006 Ford Five Hundred SE

Bethany, OK

UnscoredInsufficient · 0
$4,600121,649 mi

Bethany, OK

2018 Ford Focus SE

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

2018 Ford Focus SE

Bethany, OK

UnscoredLimited · 5
$4,850150,995 mi

Comparison: 5 similar vehicles

Bethany, OK

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Bethany, OK

UnscoredModerate · 20
$5,995193,378 mi

Comparison: 20 similar vehicles

Bethany, OK

2006 Ford F-150 XL

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

2006 Ford F-150 XL

Bethany, OK

UnscoredInsufficient · 3
$6,995136,002 mi

Comparison: 3 similar vehicles

Bethany, OK

2014 Ford Focus SE

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

2014 Ford Focus SE

Bethany, OK

UnscoredModerate · 34
$6,999183,404 mi

Comparison: 34 similar vehicles

Bethany, OK

2016 Ford Taurus SE

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

2016 Ford Taurus SE

Bethany, OK

UnscoredInsufficient · 0
$7,995137,177 mi

Bethany, OK

2013 Ford Expedition King Ranch

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

2013 Ford Expedition King Ranch

Bethany, OK

UnscoredInsufficient · 0
$7,995169,725 mi

Bethany, OK

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Bethany, OK

UnscoredInsufficient · 3
$7,995141,352 mi

Comparison: 3 similar vehicles

Bethany, OK

2011 Ford E-Series Econoline Wagon XLT

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

2011 Ford E-Series Econoline Wagon XLT

Bethany, OK

UnscoredInsufficient · 0
$7,995211,856 mi

Bethany, OK

2018 Ford Ecosport Titanium

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

2018 Ford Ecosport Titanium

Bethany, OK

Fair PriceLimited · 17
$8,99563,571 mi

Market: $8,499 – $15,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 473 days listed (based on current market benchmarks)

Bethany, OK

2017 Ford Explorer Utility Police Interceptor

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

2017 Ford Explorer Utility Police Interceptor

Bethany, OK

UnscoredInsufficient · 3
$8,995144,880 mi

Comparison: 3 similar vehicles

Bethany, OK

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Bethany, OK

UnscoredLimited · 9
$8,995139,301 mi

Comparison: 9 similar vehicles

Bethany, OK

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Bethany, OK

UnscoredInsufficient · 3
$8,995114,509 mi

Comparison: 3 similar vehicles

Bethany, OK

2002 Ford Thunderbird Deluxe

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

2002 Ford Thunderbird Deluxe

Bethany, OK

UnscoredInsufficient · 0
$8,995117,043 mi

Bethany, OK

2018 Ford Explorer Utility Police Interceptor

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

2018 Ford Explorer Utility Police Interceptor

Bethany, OK

UnscoredInsufficient · 3
$9,99593,668 mi

Comparison: 3 similar vehicles

Bethany, OK

2014 Ford E-Series Cutaway Base

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

2014 Ford E-Series Cutaway Base

Bethany, OK

UnscoredInsufficient · 3
$9,995208,659 mi

Comparison: 3 similar vehicles

Bethany, OK

2008 Ford E-Series Econoline Van Commercial

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

2008 Ford E-Series Econoline Van Commercial

Bethany, OK

UnscoredInsufficient · 4
$9,99575,605 mi

Comparison: 4 similar vehicles

Bethany, OK

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Bethany, OK

Salvage title
$10,99548,877 mi

Bethany, OK

2016 Ford F-150 Lariat

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

2016 Ford F-150 Lariat

Bethany, OK

UnscoredLimited · 5
$10,995192,736 mi

Comparison: 5 similar vehicles

Bethany, OK

2013 Ford F-250 Super Duty XL

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

2013 Ford F-250 Super Duty XL

Bethany, OK

UnscoredLimited · 13
$10,995141,587 mi

Comparison: 13 similar vehicles

Bethany, OK

2019 Ford Flex SEL

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

2019 Ford Flex SEL

Bethany, OK

UnscoredLimited · 14
$11,995121,308 mi

Comparison: 14 similar vehicles

Bethany, OK

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Bethany, OK

UnscoredLimited · 6
$11,995132,736 mi

Comparison: 6 similar vehicles

Bethany, OK

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Bethany, OK

UnscoredModerate · 24
$11,995130,784 mi

Comparison: 24 similar vehicles

Bethany, OK

2015 Ford Explorer Base

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

2015 Ford Explorer Base

Bethany, OK

Fair PriceLimited · 10
$12,30077,076 mi

Market: $5,895 – $15,148

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 577 days listed (based on current market benchmarks)

Bethany, OK

2019 Ford Transit Van Base

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

2019 Ford Transit Van Base

Bethany, OK

UnscoredLimited · 8
$12,995150,694 mi

Comparison: 8 similar vehicles

Bethany, OK

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

Bethany, OK

UnscoredLimited · 7
$12,995156,911 mi

Comparison: 7 similar vehicles

Bethany, OK

2013 Ford Mustang GT

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

2013 Ford Mustang GT

Bethany, OK

UnscoredInsufficient · 3
$13,500121,300 mi

Comparison: 3 similar vehicles

Bethany, OK

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Bethany, OK

Salvage title
$13,99577,532 mi

Bethany, OK

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Bethany, OK

Fair PriceLimited · 14
$13,99579,773 mi

Market: $8,890 – $21,999

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 548 days listed (based on current market benchmarks)

Bethany, OK

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Bethany, OK

UnscoredLimited · 5
$13,995110,797 mi

Comparison: 5 similar vehicles

Bethany, OK

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Bethany, OK

UnscoredInsufficient · 3
$13,995109,366 mi

Comparison: 3 similar vehicles

Bethany, OK

2015 Ford Mustang EcoBoost

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

2015 Ford Mustang EcoBoost

Bethany, OK

UnscoredInsufficient · 3
$14,99575,755 mi

Comparison: 3 similar vehicles

Bethany, OK

2014 Ford E-Series Cutaway Base

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

2014 Ford E-Series Cutaway Base

Bethany, OK

UnscoredInsufficient · 3
$14,995247,917 mi

Comparison: 3 similar vehicles

Bethany, OK

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

Bethany, OK

Fair PriceLimited · 10
$15,99590,517 mi

Market: $13,990 – $20,013

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Bethany, OK

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

Bethany, OK

UnscoredInsufficient · 4
$15,99594,296 mi

Comparison: 4 similar vehicles

Bethany, OK

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Bethany, OK

Fair PriceModerate · 26
$16,050102,831 mi

Market: $9,995 – $27,998

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1603 days listed (based on current market benchmarks)

Bethany, OK

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Bethany, OK

UnscoredRobust · 72
$16,995176,933 mi

Comparison: 72 similar vehicles

Bethany, OK

2020 Ford Mustang EcoBoost Premium

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

2020 Ford Mustang EcoBoost Premium

Bethany, OK

Fair PriceModerate · 23
$17,99567,276 mi

Market: $16,804 – $20,990

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 886 days listed (based on current market benchmarks)

Bethany, OK

2019 Ford Ranger XLT

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

2019 Ford Ranger XLT

Bethany, OK

UnscoredModerate · 26
$17,995120,795 mi

Comparison: 26 similar vehicles

Bethany, OK

2019 Ford Ranger XL

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

2019 Ford Ranger XL

Bethany, OK

UnscoredInsufficient · 3
$18,50084,491 mi

Comparison: 3 similar vehicles

Bethany, OK

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Bethany, OK

UnscoredLimited · 9
$18,988112,347 mi

Comparison: 9 similar vehicles

Bethany, OK

2022 Ford Mustang EcoBoost

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

2022 Ford Mustang EcoBoost

Bethany, OK

Salvage title
$18,99544,820 mi

Bethany, OK

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

Bethany, OK

Salvage title
$18,99515,243 mi

Bethany, OK

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Bethany, OK

Fair PriceLimited · 15
$18,99597,221 mi

Market: $9,995 – $21,990

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 290 days listed (based on current market benchmarks)

Bethany, OK

2019 Ford Expedition XLT

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

2019 Ford Expedition XLT

Bethany, OK

Fair PriceModerate · 27
$18,995115,845 mi

Market: $14,495 – $24,194

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 324 days listed (based on current market benchmarks)

Bethany, OK

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Bethany, OK

UnscoredInsufficient · 4
$19,99576,894 mi

Comparison: 4 similar vehicles

Bethany, OK

2022 Ford Maverick XL

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

2022 Ford Maverick XL

Bethany, OK

UnscoredInsufficient · 0
$19,99527,370 mi

Bethany, OK

2016 Ford F-350 Super Duty XL

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

2016 Ford F-350 Super Duty XL

Bethany, OK

UnscoredInsufficient · 3
$19,995177,237 mi

Comparison: 3 similar vehicles

Bethany, OK

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Bethany, OK

Fair PriceRobust · 73
$21,55596,625 mi

Market: $10,177 – $28,995

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 280 days listed (based on current market benchmarks)

Bethany, OK

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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