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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 9, 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

7,842 listings found

2009 Ford Taurus SEL

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

2009 Ford Taurus SEL

Phoenix, AZ

UnscoredInsufficient · 0
$1,900134,650 mi

Phoenix, AZ

2008 Ford Escape Hybrid

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

2008 Ford Escape Hybrid

Phoenix, AZ

UnscoredInsufficient · 0
$1,900182,853 mi

Phoenix, AZ

2003 Ford Escape XLT Popular

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

2003 Ford Escape XLT Popular

Mesa, AZ

UnscoredInsufficient · 0
$1,950229,214 mi

Mesa, AZ

2013 Ford Focus SE

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

2013 Ford Focus SE

Phoenix, AZ

UnscoredInsufficient · 3
$2,500142,174 mi

Comparison: 3 similar vehicles

Phoenix, AZ

2013 Ford Fusion Titanium

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

2013 Ford Fusion Titanium

Phoenix, AZ

UnscoredInsufficient · 0
$2,500203,361 mi

Phoenix, AZ

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

Scottsdale, AZ

UnscoredInsufficient · 0
$2,660270,000 mi

Scottsdale, AZ

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Phoenix, AZ

Salvage title
$2,90099,905 mi

Phoenix, AZ

2013 Ford Escape SE

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

2013 Ford Escape SE

Phoenix, AZ

Unscored
$2,900139,337 mi

Comparison: 7 similar vehicles

Phoenix, AZ

2010 Ford Flex Limited

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

2010 Ford Flex Limited

Phoenix, AZ

UnscoredInsufficient · 0
$2,900221,203 mi

Phoenix, AZ

2014 Ford Focus SE

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

2014 Ford Focus SE

Phoenix, AZ

Unscored
$2,975132,283 mi

Comparison: 9 similar vehicles

Phoenix, AZ

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

Phoenix, AZ

UnscoredInsufficient · 0
$3,000258,844 mi

Phoenix, AZ

2004 Ford Freestar SES

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

2004 Ford Freestar SES

Phoenix, AZ

UnscoredInsufficient · 0
$3,399125,200 mi

Phoenix, AZ

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Scottsdale, AZ

UnscoredInsufficient · 0
$3,495192,597 mi

Scottsdale, AZ

2014 Ford Focus SE

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

2014 Ford Focus SE

Phoenix, AZ

Unscored
$3,500106,959 mi

Comparison: 9 similar vehicles

Phoenix, AZ

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Phoenix, AZ

UnscoredInsufficient · 0
$3,500136,507 mi

Phoenix, AZ

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Phoenix, AZ

UnscoredInsufficient · 0
$3,500228,920 mi

Phoenix, AZ

2003 Ford Focus SE

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

2003 Ford Focus SE

Phoenix, AZ

UnscoredInsufficient · 0
$3,50050,535 mi

Phoenix, AZ

2001 Ford Explorer Sport

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

2001 Ford Explorer Sport

Phoenix, AZ

UnscoredInsufficient · 0
$3,800150,829 mi

Phoenix, AZ

2017 Ford Flex SE

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

2017 Ford Flex SE

Phoenix, AZ

UnscoredInsufficient · 0
$3,900158,110 mi

Phoenix, AZ

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Phoenix, AZ

Unscored
$3,900125,262 mi

Comparison: 6 similar vehicles

Phoenix, AZ

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Phoenix, AZ

Unscored
$3,900170,275 mi

Comparison: 8 similar vehicles

Phoenix, AZ

2012 Ford Fiesta S

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

2012 Ford Fiesta S

Chandler, AZ

UnscoredInsufficient · 0
$3,900147,573 mi

Chandler, AZ

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Phoenix, AZ

UnscoredInsufficient · 0
$3,900132,544 mi

Phoenix, AZ

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Phoenix, AZ

Unscored
$3,950161,496 mi

Comparison: 10 similar vehicles

Phoenix, AZ

2007 Ford F-150 XL

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

2007 Ford F-150 XL

Phoenix, AZ

UnscoredInsufficient · 3
$3,975247,649 mi

Comparison: 3 similar vehicles

Phoenix, AZ

2018 Ford Focus SEL

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

2018 Ford Focus SEL

Phoenix, AZ

UnscoredInsufficient · 0
$3,995153,961 mi

Phoenix, AZ

2015 Ford Escape SE

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

2015 Ford Escape SE

Phoenix, AZ

Unscored
$3,995159,401 mi

Comparison: 7 similar vehicles

Phoenix, AZ

2015 Ford Fiesta S

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

2015 Ford Fiesta S

Tempe, AZ

UnscoredInsufficient · 0
$3,995161,819 mi

Tempe, AZ

2014 Ford Focus SE

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

2014 Ford Focus SE

Phoenix, AZ

Unscored
$3,99579,569 mi

Comparison: 9 similar vehicles

Phoenix, AZ

2014 Ford Explorer Utility Police Interceptor

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

2014 Ford Explorer Utility Police Interceptor

Phoenix, AZ

UnscoredInsufficient · 0
$3,995118,669 mi

Phoenix, AZ

2012 Ford Expedition XLT

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

2012 Ford Expedition XLT

Phoenix, AZ

UnscoredInsufficient · 0
$3,995188,869 mi

Phoenix, AZ

2002 Ford Econoline Van Commercial

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

2002 Ford Econoline Van Commercial

Phoenix, AZ

UnscoredInsufficient · 0
$3,995211,792 mi

Phoenix, AZ

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Mesa, AZ

UnscoredInsufficient · 0
$4,095192,250 mi

Mesa, AZ

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Phoenix, AZ

UnscoredInsufficient · 4
$4,500185,497 mi

Comparison: 4 similar vehicles

Phoenix, AZ

1998 Ford Expedition EDDIE BAUER

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

1998 Ford Expedition EDDIE BAUER

Phoenix, AZ

UnscoredInsufficient · 0
$4,599179,675 mi

Phoenix, AZ

2013 Ford Escape SE

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

2013 Ford Escape SE

Phoenix, AZ

Unscored
$4,650136,000 mi

Comparison: 7 similar vehicles

Phoenix, AZ

2019 Ford Fiesta SE

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

2019 Ford Fiesta SE

Phoenix, AZ

Unscored
$4,90066,911 mi

Comparison: 8 similar vehicles

Phoenix, AZ

2018 Ford Escape S

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

2018 Ford Escape S

Phoenix, AZ

Unscored
$4,900100,221 mi

Comparison: 6 similar vehicles

Phoenix, AZ

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Phoenix, AZ

Unscored
$4,900142,085 mi

Comparison: 7 similar vehicles

Phoenix, AZ

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Phoenix, AZ

UnscoredInsufficient · 4
$4,90074,477 mi

Comparison: 4 similar vehicles

Phoenix, AZ

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Phoenix, AZ

Unscored
$4,90092,147 mi

Comparison: 14 similar vehicles

Phoenix, AZ

2017 Ford Escape SE

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

2017 Ford Escape SE

Phoenix, AZ

Fair PriceModerate · 39
$4,900105,256 mi

Market: $4,995 – $14,295

Comparison: 39 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 157 days listed (based on current market benchmarks)

Phoenix, AZ

2015 Ford Edge SE

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

2015 Ford Edge SE

Phoenix, AZ

UnscoredInsufficient · 0
$4,900162,104 mi

Phoenix, AZ

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Chandler, AZ

Unscored
$4,900153,334 mi

Comparison: 9 similar vehicles

Chandler, AZ

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Chandler, AZ

Unscored
$4,900142,625 mi

Comparison: 11 similar vehicles

Chandler, AZ

2009 Ford Flex SEL

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

2009 Ford Flex SEL

Chandler, AZ

UnscoredInsufficient · 0
$4,900112,819 mi

Chandler, AZ

2004 Ford Escape XLT

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

2004 Ford Escape XLT

Chandler, AZ

UnscoredInsufficient · 3
$4,900124,697 mi

Comparison: 3 similar vehicles

Chandler, AZ

2003 Ford Explorer XLT Sport

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

2003 Ford Explorer XLT Sport

Chandler, AZ

UnscoredInsufficient · 0
$4,900145,491 mi

Chandler, AZ

1996 Ford Ranger XL

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

1996 Ford Ranger XL

Mesa, AZ

UnscoredInsufficient · 0
$4,900242,242 mi

Mesa, AZ

1992 Ford Ranger XL

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

1992 Ford Ranger XL

Mesa, AZ

UnscoredInsufficient · 0
$4,900177,650 mi

Mesa, AZ

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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