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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 11, 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

702 listings found

1999 Ford Econoline Van COMMERCIAL

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

1999 Ford Econoline Van COMMERCIAL

Modesto, CA

UnscoredInsufficient · 0
$3,833214,217 mi

Modesto, CA

2008 Ford Escape Hybrid

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

2008 Ford Escape Hybrid

Modesto, CA

Unscored
$3,995174,899 mi

Comparison: 5 similar vehicles

Modesto, CA

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Modesto, CA

UnscoredInsufficient · 4
$3,999170,000 mi

Comparison: 4 similar vehicles

Modesto, CA

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Modesto, CA

UnscoredInsufficient · 4
$3,999173,341 mi

Comparison: 4 similar vehicles

Modesto, CA

2007 Ford Mustang Premium

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

2007 Ford Mustang Premium

Modesto, CA

UnscoredInsufficient · 0
$4,433200,123 mi

Modesto, CA

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Modesto, CA

Unscored
$4,923235,538 mi

Comparison: 9 similar vehicles

Modesto, CA

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

Modesto, CA

UnscoredInsufficient · 0
$4,999124,217 mi

Modesto, CA

2005 Ford F-150

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

2005 Ford F-150

Modesto, CA

UnscoredInsufficient · 0
$5,499177,000 mi

Modesto, CA

2014 Ford Escape SE

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

2014 Ford Escape SE

Modesto, CA

Unscored
$5,500126,396 mi

Comparison: 14 similar vehicles

Modesto, CA

2014 Ford Focus SE

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

2014 Ford Focus SE

Modesto, CA

UnscoredInsufficient · 4
$5,724129,384 mi

Comparison: 4 similar vehicles

Modesto, CA

2017 Ford Escape S

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

2017 Ford Escape S

Modesto, CA

Unscored
$5,800133,584 mi

Comparison: 7 similar vehicles

Modesto, CA

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Modesto, CA

UnscoredInsufficient · 3
$5,999116,843 mi

Comparison: 3 similar vehicles

Modesto, CA

2013 Ford C-Max SE

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

2013 Ford C-Max SE

Modesto, CA

UnscoredInsufficient · 4
$5,999151,918 mi

Comparison: 4 similar vehicles

Modesto, CA

2013 Ford Explorer Utility Police Interceptor

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

2013 Ford Explorer Utility Police Interceptor

Modesto, CA

UnscoredInsufficient · 0
$5,999163,494 mi

Modesto, CA

1993 Ford F-150

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

1993 Ford F-150

Modesto, CA

UnscoredInsufficient · 0
$5,999321,895 mi

Modesto, CA

2007 Ford Expedition XLT

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

2007 Ford Expedition XLT

Modesto, CA

UnscoredInsufficient · 3
$6,043221,077 mi

Comparison: 3 similar vehicles

Modesto, CA

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Modesto, CA

Unscored
$6,069195,164 mi

Comparison: 5 similar vehicles

Modesto, CA

2004 Ford Explorer XLT Sport

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

2004 Ford Explorer XLT Sport

Modesto, CA

UnscoredInsufficient · 0
$6,069135,455 mi

Modesto, CA

2013 Ford Focus SE

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

2013 Ford Focus SE

Modesto, CA

Unscored
$6,499142,780 mi

Comparison: 15 similar vehicles

Modesto, CA

2014 Ford F-150

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

2014 Ford F-150

Modesto, CA

UnscoredInsufficient · 0
$6,542248,961 mi

Modesto, CA

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Modesto, CA

UnscoredInsufficient · 4
$6,585145,571 mi

Comparison: 4 similar vehicles

Modesto, CA

2010 Ford Focus SE

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

2010 Ford Focus SE

Modesto, CA

UnscoredInsufficient · 0
$6,62373,670 mi

Modesto, CA

2015 Ford Fusion Titanium

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

2015 Ford Fusion Titanium

Modesto, CA

UnscoredInsufficient · 0
$6,750136,550 mi

Modesto, CA

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

Modesto, CA

UnscoredInsufficient · 0
$6,999113,582 mi

Modesto, CA

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Modesto, CA

UnscoredInsufficient · 3
$6,999138,083 mi

Comparison: 3 similar vehicles

Modesto, CA

No Photo

2014 Ford Fusion SE

Modesto, CA

UnscoredInsufficient · 4
$7,069141,779 mi

Comparison: 4 similar vehicles

Modesto, CA

2018 Ford Focus SE

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

2018 Ford Focus SE

Modesto, CA

UnscoredInsufficient · 4
$7,168114,226 mi

Comparison: 4 similar vehicles

Modesto, CA

2015 Ford Escape SE

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

2015 Ford Escape SE

Modesto, CA

Unscored
$7,500140,550 mi

Comparison: 5 similar vehicles

Modesto, CA

2010 Ford Focus S

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

2010 Ford Focus S

Modesto, CA

UnscoredInsufficient · 0
$7,51291,597 mi

Modesto, CA

2016 Ford Transit Base

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

2016 Ford Transit Base

Modesto, CA

Unscored
$7,833226,658 mi

Comparison: 22 similar vehicles

Modesto, CA

2017 Ford Fusion Titanium

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

2017 Ford Fusion Titanium

Modesto, CA

Unscored
$7,999178,871 mi

Comparison: 5 similar vehicles

Modesto, CA

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Modesto, CA

Unscored
$7,999135,875 mi

Comparison: 6 similar vehicles

Modesto, CA

2013 Ford Flex SE

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

2013 Ford Flex SE

Modesto, CA

UnscoredInsufficient · 0
$7,999119,512 mi

Modesto, CA

2012 Ford Focus SE

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

2012 Ford Focus SE

Modesto, CA

OverpricedLimited · 18
$7,99990,944 mi

Market: $3,499 – $6,995

Comparison: 18 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Modesto, CA

2010 Ford Explorer XLT

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

2010 Ford Explorer XLT

Modesto, CA

UnscoredInsufficient · 0
$7,999129,897 mi

Modesto, CA

2018 Ford Escape SE

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

2018 Ford Escape SE

Modesto, CA

UnscoredInsufficient · 4
$8,12392,968 mi

Comparison: 4 similar vehicles

Modesto, CA

1999 Ford F-150 WORK SERIES

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

1999 Ford F-150 WORK SERIES

Modesto, CA

UnscoredInsufficient · 0
$8,12796,034 mi

Modesto, CA

2018 Ford Focus SE

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

2018 Ford Focus SE

Modesto, CA

UnscoredInsufficient · 4
$8,16898,138 mi

Comparison: 4 similar vehicles

Modesto, CA

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Modesto, CA

Unscored
$8,168104,762 mi

Comparison: 9 similar vehicles

Modesto, CA

2016 Ford Fusion S

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

2016 Ford Fusion S

Modesto, CA

Unscored
$8,168101,417 mi

Comparison: 9 similar vehicles

Modesto, CA

2016 Ford C-Max SE

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

2016 Ford C-Max SE

Modesto, CA

UnscoredInsufficient · 0
$8,502110,960 mi

Modesto, CA

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Modesto, CA

UnscoredInsufficient · 4
$8,667145,096 mi

Comparison: 4 similar vehicles

Modesto, CA

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Modesto, CA

UnscoredInsufficient · 4
$8,868107,037 mi

Comparison: 4 similar vehicles

Modesto, CA

2016 Ford Transit Base

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

2016 Ford Transit Base

Modesto, CA

Unscored
$8,995187,150 mi

Comparison: 22 similar vehicles

Modesto, CA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Modesto, CA

Unscored
$8,995143,581 mi

Comparison: 15 similar vehicles

Modesto, CA

2020 Ford Escape SE

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

2020 Ford Escape SE

Modesto, CA

Unscored
$8,999137,632 mi

Comparison: 38 similar vehicles

Modesto, CA

2018 Ford Escape SE

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

2018 Ford Escape SE

Modesto, CA

UnscoredInsufficient · 3
$8,99991,340 mi

Comparison: 3 similar vehicles

Modesto, CA

2017 Ford C-Max TITANIUM

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

2017 Ford C-Max TITANIUM

Modesto, CA

UnscoredInsufficient · 0
$8,999129,455 mi

Modesto, CA

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Modesto, CA

UnscoredInsufficient · 3
$8,999102,369 mi

Comparison: 3 similar vehicles

Modesto, CA

2003 Ford Ranger XL

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

2003 Ford Ranger XL

Modesto, CA

UnscoredInsufficient · 0
$8,999116,568 mi

Modesto, 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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