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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 8, 2026

7.3M+

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

766 listings found

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Springfield, MO

Unscored
$2,995173,000 mi

Comparison: 5 similar vehicles

Springfield, MO

No Photo

2012 Ford Explorer Limited

Springfield, MO

UnscoredInsufficient · 0
$3,000Mileage not verified

Springfield, MO

2005 Ford Explorer XLT

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

2005 Ford Explorer XLT

Springfield, MO

UnscoredInsufficient · 0
$3,950178,357 mi

Springfield, MO

1998 Ford Mustang Base

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

1998 Ford Mustang Base

Springfield, MO

UnscoredInsufficient · 0
$3,990177,208 mi

Springfield, MO

2006 Ford Explorer Eddie Bauer

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

2006 Ford Explorer Eddie Bauer

Springfield, MO

UnscoredInsufficient · 4
$4,500269,885 mi

Comparison: 4 similar vehicles

Springfield, MO

2004 Ford Expedition Eddie Bauer

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

2004 Ford Expedition Eddie Bauer

Springfield, MO

UnscoredInsufficient · 4
$4,500215,885 mi

Comparison: 4 similar vehicles

Springfield, MO

2003 Ford Ranger XLT Appearance

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

2003 Ford Ranger XLT Appearance

Springfield, MO

UnscoredInsufficient · 0
$4,500151,753 mi

Springfield, MO

2009 Ford Crown Victoria Police

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

2009 Ford Crown Victoria Police

Springfield, MO

UnscoredInsufficient · 0
$4,600175,000 mi

Springfield, MO

2002 Ford F-150 XLT

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

2002 Ford F-150 XLT

Springfield, MO

UnscoredInsufficient · 0
$4,750140,500 mi

Springfield, MO

2014 Ford Focus SE

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

2014 Ford Focus SE

Springfield, MO

Unscored
$4,900162,286 mi

Comparison: 50 similar vehicles

Springfield, MO

2019 Ford Fiesta S

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

2019 Ford Fiesta S

Springfield, MO

UnscoredInsufficient · 0
$4,950104,254 mi

Springfield, MO

2018 Ford Escape SE

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

2018 Ford Escape SE

Springfield, MO

Unscored
$4,950214,678 mi

Comparison: 9 similar vehicles

Springfield, MO

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

Springfield, MO

UnscoredInsufficient · 4
$4,950173,000 mi

Comparison: 4 similar vehicles

Springfield, MO

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Springfield, MO

Unscored
$4,950254,751 mi

Comparison: 16 similar vehicles

Springfield, MO

2006 Ford Expedition Limited

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

2006 Ford Expedition Limited

Springfield, MO

UnscoredInsufficient · 4
$4,950119,182 mi

Comparison: 4 similar vehicles

Springfield, MO

2005 Ford F-150 XL

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

2005 Ford F-150 XL

Springfield, MO

UnscoredInsufficient · 0
$4,950183,500 mi

Springfield, MO

2010 Ford Explorer Eddie Bauer

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

2010 Ford Explorer Eddie Bauer

Springfield, MO

UnscoredInsufficient · 0
$4,995119,188 mi

Springfield, MO

2013 Ford Flex SE

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

2013 Ford Flex SE

Springfield, MO

UnscoredInsufficient · 0
$5,000183,387 mi

Springfield, MO

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Springfield, MO

UnscoredInsufficient · 3
$5,300169,139 mi

Comparison: 3 similar vehicles

Springfield, MO

2009 Ford E-Series Econoline Wagon XLT

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

2009 Ford E-Series Econoline Wagon XLT

Springfield, MO

UnscoredInsufficient · 0
$5,500217,296 mi

Springfield, MO

2014 Ford Focus SE

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

2014 Ford Focus SE

Springfield, MO

Unscored
$5,750143,280 mi

Comparison: 50 similar vehicles

Springfield, MO

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Springfield, MO

Fair PriceModerate · 43
$5,800108,512 mi

Market: $3,950 – $11,897

Comparison: 43 similar vehicles

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

Springfield, MO

2017 Ford Focus SEL

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

2017 Ford Focus SEL

Springfield, MO

Salvage title
$5,900126,234 mi

Springfield, MO

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Springfield, MO

UnscoredInsufficient · 3
$5,900145,350 mi

Comparison: 3 similar vehicles

Springfield, MO

2013 Ford Fusion Titanium

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

2013 Ford Fusion Titanium

Springfield, MO

Salvage title
$5,900130,883 mi

Springfield, MO

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Springfield, MO

Unscored
$5,900129,879 mi

Comparison: 15 similar vehicles

Springfield, MO

2007 Ford Econoline Van Commercial

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

2007 Ford Econoline Van Commercial

Springfield, MO

UnscoredInsufficient · 0
$5,950186,930 mi

Springfield, MO

2003 Ford F-150 XLT

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

2003 Ford F-150 XLT

Springfield, MO

Unscored
$5,999276,364 mi

Comparison: 5 similar vehicles

Springfield, MO

2017 Ford Focus Titanium

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

2017 Ford Focus Titanium

Springfield, MO

UnscoredInsufficient · 4
$6,495159,000 mi

Comparison: 4 similar vehicles

Springfield, MO

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Springfield, MO

Unscored
$6,499148,140 mi

Comparison: 25 similar vehicles

Springfield, MO

2013 Ford Escape SE

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

2013 Ford Escape SE

Springfield, MO

Fair PriceModerate · 36
$6,500110,759 mi

Market: $3,800 – $10,990

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Springfield, MO

2018 Ford Focus SEL

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

2018 Ford Focus SEL

Springfield, MO

UnscoredInsufficient · 4
$6,900142,091 mi

Comparison: 4 similar vehicles

Springfield, MO

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Springfield, MO

Unscored
$6,900156,388 mi

Comparison: 61 similar vehicles

Springfield, MO

2015 Ford Taurus

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

2015 Ford Taurus

Springfield, MO

UnscoredInsufficient · 0
$6,900124,570 mi

Springfield, MO

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Springfield, MO

Unscored
$6,900177,017 mi

Comparison: 27 similar vehicles

Springfield, MO

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Springfield, MO

Unscored
$6,900133,926 mi

Comparison: 60 similar vehicles

Springfield, MO

2012 Ford Focus Titanium

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

2012 Ford Focus Titanium

Springfield, MO

Fair PriceLimited · 18
$6,90070,653 mi

Market: $6,995 – $9,795

Comparison: 18 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 43 days listed (based on current market benchmarks)

Springfield, MO

2019 Ford Fusion Titanium

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

2019 Ford Fusion Titanium

Springfield, MO

Unscored
$6,980160,167 mi

Comparison: 6 similar vehicles

Springfield, MO

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Springfield, MO

Unscored
$6,995224,292 mi

Comparison: 14 similar vehicles

Springfield, MO

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Springfield, MO

UnscoredInsufficient · 3
$6,995171,617 mi

Comparison: 3 similar vehicles

Springfield, MO

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

Springfield, MO

UnscoredInsufficient · 3
$6,995209,908 mi

Comparison: 3 similar vehicles

Springfield, MO

2012 Ford Fusion S

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

2012 Ford Fusion S

Springfield, MO

Unscored
$7,120120,651 mi

Comparison: 5 similar vehicles

Springfield, MO

2018 Ford Edge SE

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

2018 Ford Edge SE

Springfield, MO

Unscored
$7,200117,340 mi

Comparison: 6 similar vehicles

Springfield, MO

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Springfield, MO

Unscored
$7,500155,200 mi

Comparison: 25 similar vehicles

Springfield, MO

2012 Ford Transit Connect XL

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

2012 Ford Transit Connect XL

Springfield, MO

UnscoredInsufficient · 0
$7,500153,283 mi

Springfield, MO

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Springfield, MO

Unscored
$7,770135,500 mi

Comparison: 54 similar vehicles

Springfield, MO

2014 Ford Fiesta Titanium

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

2014 Ford Fiesta Titanium

Springfield, MO

UnscoredInsufficient · 0
$7,82988,820 mi

Springfield, MO

2017 Ford Focus SE

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

2017 Ford Focus SE

Springfield, MO

Fair PriceModerate · 38
$7,900116,394 mi

Market: $5,400 – $12,990

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Springfield, MO

2016 Ford Taurus SE

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

2016 Ford Taurus SE

Springfield, MO

UnscoredInsufficient · 4
$7,900143,661 mi

Comparison: 4 similar vehicles

Springfield, MO

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Springfield, MO

Unscored
$7,900147,987 mi

Comparison: 60 similar vehicles

Springfield, MO

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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