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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

437 listings found

2017 Ford Focus SE

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

2017 Ford Focus SE

Farmington, NM

UnscoredInsufficient · 0
$4,900133,965 mi

Farmington, NM

2016 Ford Focus SE

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

2016 Ford Focus SE

Farmington, NM

UnscoredInsufficient · 0
$5,800141,858 mi

Farmington, NM

2015 Ford Escape SE

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

2015 Ford Escape SE

Farmington, NM

UnscoredInsufficient · 0
$5,900167,751 mi

Farmington, NM

2006 Ford F-250 Super Duty XLT

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

2006 Ford F-250 Super Duty XLT

Farmington, NM

UnscoredInsufficient · 0
$6,000318,986 mi

Farmington, NM

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Farmington, NM

UnscoredInsufficient · 0
$6,400170,222 mi

Farmington, NM

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

Farmington, NM

Unscored
$6,900204,371 mi

Comparison: 13 similar vehicles

Farmington, NM

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Farmington, NM

UnscoredInsufficient · 4
$6,900127,928 mi

Comparison: 4 similar vehicles

Farmington, NM

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Farmington, NM

Unscored
$7,500147,558 mi

Comparison: 9 similar vehicles

Farmington, NM

2019 Ford Escape SE

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

2019 Ford Escape SE

Farmington, NM

Unscored
$7,900131,000 mi

Comparison: 8 similar vehicles

Farmington, NM

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Farmington, NM

UnscoredInsufficient · 0
$7,900138,677 mi

Farmington, NM

2012 Ford Edge Limited

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

2012 Ford Edge Limited

Farmington, NM

UnscoredInsufficient · 0
$7,900125,182 mi

Farmington, NM

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Farmington, NM

UnscoredInsufficient · 0
$7,900146,305 mi

Farmington, NM

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Farmington, NM

UnscoredInsufficient · 3
$8,17880,423 mi

Comparison: 3 similar vehicles

Farmington, NM

2011 Ford Focus SE

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

2011 Ford Focus SE

Farmington, NM

UnscoredInsufficient · 0
$8,21467,750 mi

Farmington, NM

2018 Ford Edge SE

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

2018 Ford Edge SE

Farmington, NM

UnscoredInsufficient · 0
$8,500132,000 mi

Farmington, NM

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Farmington, NM

Unscored
$8,500131,795 mi

Comparison: 11 similar vehicles

Farmington, NM

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Farmington, NM

UnscoredInsufficient · 0
$8,500168,692 mi

Farmington, NM

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Farmington, NM

Unscored
$8,500222,480 mi

Comparison: 7 similar vehicles

Farmington, NM

2017 Ford Taurus SEL

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

2017 Ford Taurus SEL

Farmington, NM

UnscoredInsufficient · 0
$9,500115,062 mi

Farmington, NM

2020 Ford Ecosport S

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

2020 Ford Ecosport S

Farmington, NM

UnscoredInsufficient · 0
$9,900103,000 mi

Farmington, NM

2018 Ford Escape S

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

2018 Ford Escape S

Farmington, NM

UnscoredInsufficient · 0
$9,90091,229 mi

Farmington, NM

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Farmington, NM

Unscored
$9,900144,250 mi

Comparison: 7 similar vehicles

Farmington, NM

2020 Ford Edge Titanium

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

2020 Ford Edge Titanium

Farmington, NM

Unscored
$10,900165,525 mi

Comparison: 8 similar vehicles

Farmington, NM

2017 Ford Mustang EcoBoost Premium

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

2017 Ford Mustang EcoBoost Premium

Farmington, NM

UnscoredInsufficient · 0
$10,900145,348 mi

Farmington, NM

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Farmington, NM

UnscoredInsufficient · 0
$11,00061,492 mi

Farmington, NM

2013 Ford Edge Sport

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

2013 Ford Edge Sport

Farmington, NM

UnscoredInsufficient · 0
$11,45684,899 mi

Farmington, NM

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Farmington, NM

UnscoredInsufficient · 0
$11,495138,870 mi

Farmington, NM

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Farmington, NM

Unscored
$11,800146,951 mi

Comparison: 10 similar vehicles

Farmington, NM

2006 Ford F-350 Super Duty Lariat

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

2006 Ford F-350 Super Duty Lariat

Farmington, NM

UnscoredInsufficient · 0
$11,800126,190 mi

Farmington, NM

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Farmington, NM

Unscored
$11,876188,160 mi

Comparison: 9 similar vehicles

Farmington, NM

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Farmington, NM

UnscoredInsufficient · 0
$11,900118,000 mi

Farmington, NM

2018 Ford Escape SE

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

2018 Ford Escape SE

Farmington, NM

Fair PriceLimited · 16
$12,00086,500 mi

Market: $7,192 – $13,895

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Farmington, NM

2019 Ford Ecosport S

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

2019 Ford Ecosport S

Farmington, NM

UnscoredInsufficient · 0
$12,28995,036 mi

Farmington, NM

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Farmington, NM

Unscored
$12,300115,535 mi

Comparison: 5 similar vehicles

Farmington, NM

2019 Ford Flex SEL

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

2019 Ford Flex SEL

Farmington, NM

UnscoredInsufficient · 0
$12,879188,840 mi

Farmington, NM

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Farmington, NM

Unscored
$13,000123,179 mi

Comparison: 8 similar vehicles

Farmington, NM

2017 Ford Flex SEL

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

2017 Ford Flex SEL

Farmington, NM

UnscoredInsufficient · 0
$13,000103,550 mi

Farmington, NM

2020 Ford Escape S

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

2020 Ford Escape S

Farmington, NM

Unscored
$13,34778,242 mi

Comparison: 6 similar vehicles

Farmington, NM

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Farmington, NM

Unscored
$13,81168,115 mi

Comparison: 5 similar vehicles

Farmington, NM

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

Farmington, NM

UnscoredInsufficient · 0
$13,900138,939 mi

Farmington, NM

2001 Ford F-250 Super Duty XLT

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

2001 Ford F-250 Super Duty XLT

Farmington, NM

UnscoredInsufficient · 0
$13,995196,311 mi

Farmington, NM

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

Farmington, NM

UnscoredInsufficient · 0
$14,12981,855 mi

Farmington, NM

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Farmington, NM

UnscoredInsufficient · 0
$14,495110,599 mi

Farmington, NM

2019 Ford Explorer Limited

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

2019 Ford Explorer Limited

Farmington, NM

Unscored
$14,500127,276 mi

Comparison: 10 similar vehicles

Farmington, NM

2021 Ford EcoSport S

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

2021 Ford EcoSport S

Farmington, NM

UnscoredInsufficient · 0
$14,59966,360 mi

Farmington, NM

2015 Ford Focus ST

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

2015 Ford Focus ST

Farmington, NM

UnscoredInsufficient · 0
$14,790113,118 mi

Farmington, NM

2006 Ford F-250 Super Duty XL

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

2006 Ford F-250 Super Duty XL

Farmington, NM

UnscoredInsufficient · 0
$14,997206,587 mi

Farmington, NM

2020 Ford Escape SE

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

2020 Ford Escape SE

Farmington, NM

Fair PriceLimited · 17
$15,19782,268 mi

Market: $9,995 – $30,724

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Farmington, NM

2022 Ford Escape SE

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

2022 Ford Escape SE

Farmington, NM

Fair PriceLimited · 15
$15,35985,807 mi

Market: $5,977 – $19,299

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Farmington, NM

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Farmington, NM

UnscoredInsufficient · 0
$15,397114,606 mi

Farmington, NM

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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