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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 10, 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

665 listings found

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

Riverside, CA

Unscored
$1,900239,101 mi

Comparison: 5 similar vehicles

Riverside, CA

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Riverside, CA

Unscored
$3,500181,624 mi

Comparison: 7 similar vehicles

Riverside, CA

2009 Ford Edge SEL

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

2009 Ford Edge SEL

Riverside, CA

UnscoredInsufficient · 0
$3,695167,078 mi

Riverside, CA

2010 Ford Edge SE

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

2010 Ford Edge SE

Riverside, CA

UnscoredInsufficient · 0
$3,882185,414 mi

Riverside, CA

2011 Ford Flex SE

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

2011 Ford Flex SE

Riverside, CA

Unscored
$4,000169,355 mi

Comparison: 5 similar vehicles

Riverside, CA

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Riverside, CA

Unscored
$4,136143,353 mi

Comparison: 13 similar vehicles

Riverside, CA

2013 Ford Focus SE

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

2013 Ford Focus SE

Riverside, CA

UnscoredInsufficient · 4
$4,500113,105 mi

Comparison: 4 similar vehicles

Riverside, CA

2015 Ford Focus SE

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

2015 Ford Focus SE

Riverside, CA

Unscored
$4,795114,200 mi

Comparison: 5 similar vehicles

Riverside, CA

2012 Ford Focus SE

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

2012 Ford Focus SE

Riverside, CA

Unscored
$4,900125,751 mi

Comparison: 8 similar vehicles

Riverside, CA

2013 Ford Focus Electric

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

2013 Ford Focus Electric

Riverside, CA

UnscoredInsufficient · 0
$5,09947,477 mi

Riverside, CA

2008 Ford Fusion SE

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

2008 Ford Fusion SE

Riverside, CA

UnscoredInsufficient · 3
$5,425109,502 mi

Comparison: 3 similar vehicles

Riverside, CA

2014 Ford Focus SE

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

2014 Ford Focus SE

Riverside, CA

Unscored
$5,44592,033 mi

Comparison: 8 similar vehicles

Riverside, CA

2002 Ford Explorer XLS

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

2002 Ford Explorer XLS

Riverside, CA

UnscoredInsufficient · 0
$5,89082,055 mi

Riverside, CA

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Riverside, CA

UnscoredInsufficient · 3
$5,900127,164 mi

Comparison: 3 similar vehicles

Riverside, CA

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

Riverside, CA

UnscoredInsufficient · 3
$5,900142,145 mi

Comparison: 3 similar vehicles

Riverside, CA

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Riverside, CA

Unscored
$5,933147,829 mi

Comparison: 9 similar vehicles

Riverside, CA

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Riverside, CA

Unscored
$5,950133,931 mi

Comparison: 8 similar vehicles

Riverside, CA

2000 Ford Expedition EDDIE BAUER

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

2000 Ford Expedition EDDIE BAUER

Riverside, CA

UnscoredInsufficient · 0
$6,425106,878 mi

Riverside, CA

2010 Ford Edge SEL

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

2010 Ford Edge SEL

Riverside, CA

UnscoredInsufficient · 3
$6,655182,918 mi

Comparison: 3 similar vehicles

Riverside, CA

2011 Ford F-150 XL

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

2011 Ford F-150 XL

Riverside, CA

Unscored
$6,700231,031 mi

Comparison: 6 similar vehicles

Riverside, CA

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Riverside, CA

Unscored
$6,90081,720 mi

Comparison: 5 similar vehicles

Riverside, CA

2016 Ford Focus S

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

2016 Ford Focus S

Riverside, CA

UnscoredInsufficient · 3
$7,13387,429 mi

Comparison: 3 similar vehicles

Riverside, CA

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Riverside, CA

Unscored
$7,500184,000 mi

Comparison: 6 similar vehicles

Riverside, CA

2006 Ford Econoline Van Commercial

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

2006 Ford Econoline Van Commercial

Riverside, CA

Unscored
$7,700288,192 mi

Comparison: 5 similar vehicles

Riverside, CA

2013 Ford Taurus

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

2013 Ford Taurus

Riverside, CA

UnscoredInsufficient · 0
$7,79085,627 mi

Riverside, CA

1994 Ford Ranger XL

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

1994 Ford Ranger XL

Riverside, CA

UnscoredInsufficient · 0
$7,85041,045 mi

Riverside, CA

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Riverside, CA

UnscoredInsufficient · 3
$7,926137,264 mi

Comparison: 3 similar vehicles

Riverside, CA

2015 Ford Edge Titanium

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

2015 Ford Edge Titanium

Riverside, CA

Unscored
$7,995134,473 mi

Comparison: 11 similar vehicles

Riverside, CA

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Riverside, CA

Unscored
$7,99993,504 mi

Comparison: 8 similar vehicles

Riverside, CA

2018 Ford Escape SE

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

2018 Ford Escape SE

Riverside, CA

Fair PriceLimited · 11
$7,999107,167 mi

Market: $5,999 – $15,195

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 546 days listed (based on current market benchmarks)

Riverside, CA

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Riverside, CA

Unscored
$8,300155,735 mi

Comparison: 8 similar vehicles

Riverside, CA

2015 Ford Explorer Utility Police Interceptor

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

2015 Ford Explorer Utility Police Interceptor

Riverside, CA

Unscored
$8,390116,990 mi

Comparison: 8 similar vehicles

Riverside, CA

2019 Ford Edge Titanium

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

2019 Ford Edge Titanium

Riverside, CA

UnscoredInsufficient · 4
$8,500200,837 mi

Comparison: 4 similar vehicles

Riverside, CA

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Riverside, CA

Unscored
$8,500140,097 mi

Comparison: 10 similar vehicles

Riverside, CA

2013 Ford C-Max Energi SEL

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

2013 Ford C-Max Energi SEL

Riverside, CA

UnscoredInsufficient · 0
$8,500186,315 mi

Riverside, CA

2015 Ford Transit Base

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

2015 Ford Transit Base

Riverside, CA

Unscored
$8,696199,706 mi

Comparison: 7 similar vehicles

Riverside, CA

2016 Ford Transit Base

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

2016 Ford Transit Base

Riverside, CA

Unscored
$8,700202,530 mi

Comparison: 27 similar vehicles

Riverside, CA

2012 Ford F-450 Super Duty Chassis Cab XLT

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

2012 Ford F-450 Super Duty Chassis Cab XLT

Riverside, CA

UnscoredInsufficient · 0
$8,700156,519 mi

Riverside, CA

2009 Ford F-450 Super Duty Chassis Cab

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

2009 Ford F-450 Super Duty Chassis Cab

Riverside, CA

UnscoredInsufficient · 0
$8,700157,844 mi

Riverside, CA

2003 Ford Econoline Van Commercial

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

2003 Ford Econoline Van Commercial

Riverside, CA

UnscoredInsufficient · 3
$8,700169,769 mi

Comparison: 3 similar vehicles

Riverside, CA

2017 Ford Explorer Base

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

2017 Ford Explorer Base

Riverside, CA

UnscoredInsufficient · 4
$8,882129,977 mi

Comparison: 4 similar vehicles

Riverside, CA

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Riverside, CA

UnscoredInsufficient · 3
$8,882146,569 mi

Comparison: 3 similar vehicles

Riverside, CA

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Riverside, CA

Unscored
$8,900162,766 mi

Comparison: 11 similar vehicles

Riverside, CA

2016 Ford Fusion Hybrid S

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

2016 Ford Fusion Hybrid S

Riverside, CA

UnscoredInsufficient · 3
$8,99582,190 mi

Comparison: 3 similar vehicles

Riverside, CA

No Photo

2019 Ford Flex Limited

Riverside, CA

Unscored
$8,999127,156 mi

Comparison: 5 similar vehicles

Riverside, CA

2014 Ford Flex SE

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

2014 Ford Flex SE

Riverside, CA

Unscored
$9,133114,910 mi

Comparison: 8 similar vehicles

Riverside, CA

2015 Ford Transit Base

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

2015 Ford Transit Base

Riverside, CA

Unscored
$9,600139,248 mi

Comparison: 7 similar vehicles

Riverside, CA

2002 Ford F-350 Super Duty XL

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

2002 Ford F-350 Super Duty XL

Riverside, CA

UnscoredInsufficient · 0
$9,690133,987 mi

Riverside, CA

2017 Ford F-150 XL

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

2017 Ford F-150 XL

Riverside, CA

Unscored
$9,750183,240 mi

Comparison: 11 similar vehicles

Riverside, CA

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Riverside, CA

UnscoredInsufficient · 3
$9,900100,658 mi

Comparison: 3 similar vehicles

Riverside, CA

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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