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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

164 listings found

2009 Ford Edge SEL

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

2009 Ford Edge SEL

Monroe, NC

UnscoredInsufficient · 4
$3,200190,280 mi

Comparison: 4 similar vehicles

Monroe, NC

2017 Ford Escape SE

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

2017 Ford Escape SE

Monroe, NC

Unscored
$5,295162,174 mi

Comparison: 49 similar vehicles

Monroe, NC

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

Monroe, NC

Unscored
$5,837123,290 mi

Comparison: 6 similar vehicles

Monroe, NC

2018 Ford Escape SE

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

2018 Ford Escape SE

Monroe, NC

Unscored
$6,500130,776 mi

Comparison: 18 similar vehicles

Monroe, NC

2008 Ford Explorer Sport Trac Limited

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

2008 Ford Explorer Sport Trac Limited

Monroe, NC

UnscoredInsufficient · 3
$6,750173,300 mi

Comparison: 3 similar vehicles

Monroe, NC

2007 Ford Econoline Wagon XL

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

2007 Ford Econoline Wagon XL

Monroe, NC

UnscoredInsufficient · 0
$6,795173,579 mi

Monroe, NC

2015 Ford Taurus SEL

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

2015 Ford Taurus SEL

Monroe, NC

Unscored
$6,987180,251 mi

Comparison: 9 similar vehicles

Monroe, NC

2016 Ford Focus Titanium

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

2016 Ford Focus Titanium

Monroe, NC

UnscoredInsufficient · 4
$6,999115,602 mi

Comparison: 4 similar vehicles

Monroe, NC

2012 Ford Explorer Limited

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

2012 Ford Explorer Limited

Monroe, NC

UnscoredInsufficient · 3
$7,000181,022 mi

Comparison: 3 similar vehicles

Monroe, NC

2016 Ford Explorer Limited

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

2016 Ford Explorer Limited

Monroe, NC

Unscored
$7,395210,403 mi

Comparison: 7 similar vehicles

Monroe, NC

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Monroe, NC

Unscored
$7,495211,449 mi

Comparison: 24 similar vehicles

Monroe, NC

2000 Ford Mustang GT

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

2000 Ford Mustang GT

Monroe, NC

Salvage title
$7,49599,898 mi

Monroe, NC

2011 Ford Expedition XLT

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

2011 Ford Expedition XLT

Monroe, NC

Unscored
$7,898Mileage not verified

Comparison: 5 similar vehicles

Monroe, NC

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

Monroe, NC

UnscoredInsufficient · 0
$7,995180,042 mi

Monroe, NC

2013 Ford Taurus

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

2013 Ford Taurus

Monroe, NC

UnscoredInsufficient · 0
$7,999129,957 mi

Monroe, NC

2000 Ford F-150 XLT

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

2000 Ford F-150 XLT

Monroe, NC

UnscoredInsufficient · 3
$7,999176,073 mi

Comparison: 3 similar vehicles

Monroe, NC

2018 Ford Focus SEL

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

2018 Ford Focus SEL

Monroe, NC

Unscored
$8,29990,660 mi

Comparison: 5 similar vehicles

Monroe, NC

2011 Ford Mustang V6 Premium

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

2011 Ford Mustang V6 Premium

Monroe, NC

UnscoredInsufficient · 3
$8,499172,878 mi

Comparison: 3 similar vehicles

Monroe, NC

2008 Ford Ranger XL

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

2008 Ford Ranger XL

Monroe, NC

UnscoredInsufficient · 4
$8,500142,590 mi

Comparison: 4 similar vehicles

Monroe, NC

1998 Ford Mustang GT

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

1998 Ford Mustang GT

Monroe, NC

UnscoredInsufficient · 3
$8,98884,497 mi

Comparison: 3 similar vehicles

Monroe, NC

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Monroe, NC

Unscored
$8,995133,294 mi

Comparison: 11 similar vehicles

Monroe, NC

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Monroe, NC

UnscoredInsufficient · 4
$8,999119,472 mi

Comparison: 4 similar vehicles

Monroe, NC

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Monroe, NC

UnscoredInsufficient · 4
$8,999149,066 mi

Comparison: 4 similar vehicles

Monroe, NC

2015 Ford Taurus SE

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

2015 Ford Taurus SE

Monroe, NC

UnscoredInsufficient · 4
$8,999149,000 mi

Comparison: 4 similar vehicles

Monroe, NC

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Monroe, NC

Unscored
$8,999149,585 mi

Comparison: 5 similar vehicles

Monroe, NC

2008 Ford Ranger XL

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

2008 Ford Ranger XL

Monroe, NC

UnscoredInsufficient · 4
$9,000159,287 mi

Comparison: 4 similar vehicles

Monroe, NC

2011 Ford F-150 Lariat

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

2011 Ford F-150 Lariat

Monroe, NC

Unscored
$9,195204,428 mi

Comparison: 12 similar vehicles

Monroe, NC

No Photo

2017 Ford Fusion Hybrid SE

Monroe, NC

UnscoredInsufficient · 4
$9,40094,338 mi

Comparison: 4 similar vehicles

Monroe, NC

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

Monroe, NC

Unscored
$9,500103,338 mi

Comparison: 7 similar vehicles

Monroe, NC

2016 Ford Explorer Base

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

2016 Ford Explorer Base

Monroe, NC

UnscoredInsufficient · 3
$9,594184,321 mi

Comparison: 3 similar vehicles

Monroe, NC

2020 Ford Transit Connect XL

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

2020 Ford Transit Connect XL

Monroe, NC

UnscoredInsufficient · 4
$9,700106,771 mi

Comparison: 4 similar vehicles

Monroe, NC

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Monroe, NC

Unscored
$9,999164,201 mi

Comparison: 8 similar vehicles

Monroe, NC

2014 Ford Fusion S

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

2014 Ford Fusion S

Monroe, NC

Unscored
$9,999146,389 mi

Comparison: 10 similar vehicles

Monroe, NC

2010 Ford Ranger XL

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

2010 Ford Ranger XL

Monroe, NC

UnscoredInsufficient · 3
$9,999124,877 mi

Comparison: 3 similar vehicles

Monroe, NC

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

Monroe, NC

Unscored
$10,000151,400 mi

Comparison: 7 similar vehicles

Monroe, NC

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Monroe, NC

Unscored
$10,495130,336 mi

Comparison: 18 similar vehicles

Monroe, NC

2020 Ford Escape SE

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

2020 Ford Escape SE

Monroe, NC

Fair PriceLimited · 11
$10,49997,453 mi

Market: $9,995 – $16,628

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Monroe, NC

2010 Ford Expedition King Ranch

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

2010 Ford Expedition King Ranch

Monroe, NC

UnscoredInsufficient · 0
$10,500178,666 mi

Monroe, NC

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Monroe, NC

Fair PriceModerate · 48
$10,58196,701 mi

Market: $9,499 – $17,499

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Monroe, NC

2020 Ford Edge SE

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

2020 Ford Edge SE

Monroe, NC

UnscoredInsufficient · 3
$10,645127,127 mi

Comparison: 3 similar vehicles

Monroe, NC

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Monroe, NC

Unscored
$10,988196,198 mi

Comparison: 162 similar vehicles

Monroe, NC

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

Monroe, NC

UnscoredInsufficient · 4
$10,98868,806 mi

Comparison: 4 similar vehicles

Monroe, NC

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Monroe, NC

Unscored
$10,99576,688 mi

Comparison: 6 similar vehicles

Monroe, NC

2011 Ford Expedition XLT

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

2011 Ford Expedition XLT

Monroe, NC

UnscoredInsufficient · 4
$10,999159,012 mi

Comparison: 4 similar vehicles

Monroe, NC

2020 Ford Ecosport Titanium

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

2020 Ford Ecosport Titanium

Monroe, NC

Unscored
$11,00092,000 mi

Comparison: 5 similar vehicles

Monroe, NC

2018 Ford Transit Van Base

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

2018 Ford Transit Van Base

Monroe, NC

Unscored
$11,500226,876 mi

Comparison: 8 similar vehicles

Monroe, NC

2016 Ford Transit Base

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

2016 Ford Transit Base

Monroe, NC

Unscored
$11,698177,311 mi

Comparison: 6 similar vehicles

Monroe, NC

2009 Ford F-350 Super Duty Lariat

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

2009 Ford F-350 Super Duty Lariat

Monroe, NC

UnscoredInsufficient · 0
$11,995236,798 mi

Monroe, NC

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Monroe, NC

Fair PriceLimited · 15
$12,47989,002 mi

Market: $8,294 – $17,995

Comparison: 15 similar vehicles

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

Monroe, NC

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Monroe, NC

Unscored
$12,981129,498 mi

Comparison: 63 similar vehicles

Monroe, NC

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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