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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 · October 20, 2026

6M+

Unique vehicles analyzed

as of October 20, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

6,058 listings found

2001 Ford F-250 Super Duty XL

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

2001 Ford F-250 Super Duty XL

Berwick, ME

UnscoredInsufficient · 0
$1,750200,000 mi

Berwick, ME

2007 Ford Explorer Sport Trac Limited

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

2007 Ford Explorer Sport Trac Limited

Berwick, ME

UnscoredInsufficient · 3
$2,295200,000 mi

Comparison: 3 similar vehicles

Berwick, ME

2006 Dodge Dakota SLT

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

2006 Dodge Dakota SLT

Biddeford, ME

UnscoredInsufficient · 0
$3,275100,000 mi

Biddeford, ME

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Windham, ME

UnscoredLimited · 6
$3,995301,000 mi

Comparison: 6 similar vehicles

Windham, ME

2010 Chevrolet Silverado 1500 LT

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

2010 Chevrolet Silverado 1500 LT

Berwick, ME

UnscoredLimited · 6
$5,595181,333 mi

Comparison: 6 similar vehicles

Berwick, ME

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Biddeford, ME

UnscoredLimited · 7
$6,995126,298 mi

Comparison: 7 similar vehicles

Biddeford, ME

2010 Toyota Tacoma Base

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

2010 Toyota Tacoma Base

Leeds, ME

UnscoredLimited · 6
$6,995270,185 mi

Comparison: 6 similar vehicles

Leeds, ME

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Berwick, ME

UnscoredInsufficient · 0
$6,995164,444 mi

Berwick, ME

2016 RAM 2500 Pickup Tradesman

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

2016 RAM 2500 Pickup Tradesman

Gardiner, ME

UnscoredLimited · 14
$7,200125,557 mi

Comparison: 14 similar vehicles

Gardiner, ME

2015 RAM 1500 Pickup Express

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

2015 RAM 1500 Pickup Express

Rochester, NH

UnscoredLimited · 8
$7,300196,516 mi

Comparison: 8 similar vehicles

Rochester, NH

2015 GMC Sierra 1500 1SA

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

2015 GMC Sierra 1500 1SA

Windsor, ME

UnscoredLimited · 6
$7,495154,803 mi

Comparison: 6 similar vehicles

Windsor, ME

2014 GMC Sierra 1500 SLE

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

2014 GMC Sierra 1500 SLE

Biddeford, ME

UnscoredLimited · 5
$7,988222,971 mi

Comparison: 5 similar vehicles

Biddeford, ME

2006 Ford F-250 Super Duty XL

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

2006 Ford F-250 Super Duty XL

Lebanon, ME

UnscoredInsufficient · 4
$7,990143,000 mi

Comparison: 4 similar vehicles

Lebanon, ME

2012 Ford F-150 XL

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

2012 Ford F-150 XL

Wilton, ME

UnscoredInsufficient · 4
$8,000145,000 mi

Comparison: 4 similar vehicles

Wilton, ME

2017 Nissan Frontier SV

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

2017 Nissan Frontier SV

Lebanon, ME

UnscoredModerate · 22
$8,490248,000 mi

Comparison: 22 similar vehicles

Lebanon, ME

2013 RAM 1500 Pickup Express

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

2013 RAM 1500 Pickup Express

Tamworth, NH

UnscoredLimited · 15
$8,995166,000 mi

Comparison: 15 similar vehicles

Tamworth, NH

2018 Chevrolet Silverado 1500 Work Truck 1WT

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

2018 Chevrolet Silverado 1500 Work Truck 1WT

Westbrook, ME

UnscoredLimited · 13
$9,499167,174 mi

Comparison: 13 similar vehicles

Westbrook, ME

2005 GMC Sierra 1500 SLT

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

2005 GMC Sierra 1500 SLT

Sanford, ME

UnscoredInsufficient · 0
$9,695116,717 mi

Sanford, ME

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Tamworth, NH

Fair PriceLimited · 15
$9,995119,867 mi

Market: $4,995 – $19,999

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Tamworth, NH

2009 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2009 Chevrolet Silverado 3500 Chassis Cab Work Truck

Norway, ME

UnscoredInsufficient · 0
$9,995251,000 mi

Norway, ME

2002 Chevrolet Silverado 1500 base

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

2002 Chevrolet Silverado 1500 base

Biddeford, ME

UnscoredInsufficient · 3
$9,995142,017 mi

Comparison: 3 similar vehicles

Biddeford, ME

2012 Toyota Tundra Grade

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

2012 Toyota Tundra Grade

Westbrook, ME

UnscoredModerate · 21
$10,485210,064 mi

Comparison: 21 similar vehicles

Westbrook, ME

2014 RAM 3500 Pickup SLT

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

2014 RAM 3500 Pickup SLT

Windham, ME

UnscoredInsufficient · 0
$10,699132,602 mi

Windham, ME

2016 Chevrolet Colorado Z71

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

2016 Chevrolet Colorado Z71

Lebanon, ME

UnscoredModerate · 32
$10,995170,828 mi

Comparison: 32 similar vehicles

Lebanon, ME

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Limerick, ME

UnscoredLimited · 6
$10,995144,564 mi

Comparison: 6 similar vehicles

Limerick, ME

2012 Nissan Frontier SV

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

2012 Nissan Frontier SV

Tamworth, NH

UnscoredLimited · 10
$10,995147,624 mi

Comparison: 10 similar vehicles

Tamworth, NH

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

Rochester, NH

Great DealLimited · 14
$10,99568,819 mi

Market: $12,599 – $12,900

Comparison: 14 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 20 days listed (based on current market benchmarks)

Rochester, NH

2006 Honda Ridgeline RT

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

2006 Honda Ridgeline RT

Gorham, ME

UnscoredInsufficient · 0
$10,995122,612 mi

Gorham, ME

2007 Nissan Frontier SE

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

2007 Nissan Frontier SE

Farmingdale, ME

UnscoredInsufficient · 4
$11,674126,617 mi

Comparison: 4 similar vehicles

Farmingdale, ME

2015 Chevrolet Silverado 1500 LTZ

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

2015 Chevrolet Silverado 1500 LTZ

Windham, ME

UnscoredInsufficient · 3
$11,698137,090 mi

Comparison: 3 similar vehicles

Windham, ME

2017 Chevrolet Silverado 1500 LT Z71

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

2017 Chevrolet Silverado 1500 LT Z71

Vassalboro, ME

UnscoredModerate · 23
$11,800196,124 mi

Comparison: 23 similar vehicles

Vassalboro, ME

2016 Chevrolet Colorado LT

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

2016 Chevrolet Colorado LT

Turner, ME

UnscoredLimited · 17
$11,800198,823 mi

Comparison: 17 similar vehicles

Turner, ME

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

Rumford, ME

UnscoredModerate · 28
$11,900152,000 mi

Comparison: 28 similar vehicles

Rumford, ME

2015 Toyota Tacoma Base

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

2015 Toyota Tacoma Base

Berwick, ME

UnscoredModerate · 25
$11,900121,079 mi

Comparison: 25 similar vehicles

Berwick, ME

2014 Chevrolet Silverado 1500 Work Truck 1WT

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

2014 Chevrolet Silverado 1500 Work Truck 1WT

Topsham, ME

UnscoredLimited · 16
$11,995202,001 mi

Comparison: 16 similar vehicles

Topsham, ME

2010 RAM 1500 Pickup SLT

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

2010 RAM 1500 Pickup SLT

Gorham, ME

UnscoredInsufficient · 0
$11,995119,847 mi

Gorham, ME

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Wilton, ME

UnscoredLimited · 10
$12,000143,000 mi

Comparison: 10 similar vehicles

Wilton, ME

2019 RAM 1500 Classic Express

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

2019 RAM 1500 Classic Express

Rumford, ME

UnscoredRobust · 93
$12,400172,000 mi

Comparison: 93 similar vehicles

Rumford, ME

2019 Toyota Tacoma SR

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

2019 Toyota Tacoma SR

Albany, NH

UnscoredModerate · 20
$12,475225,402 mi

Comparison: 20 similar vehicles

Albany, NH

2015 RAM 1500 Pickup Outdoorsman

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

2015 RAM 1500 Pickup Outdoorsman

Rumford, ME

UnscoredLimited · 17
$12,500155,000 mi

Comparison: 17 similar vehicles

Rumford, ME

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

Saco, ME

UnscoredInsufficient · 3
$12,50081,620 mi

Comparison: 3 similar vehicles

Saco, ME

2016 RAM 1500 Pickup Sport

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

2016 RAM 1500 Pickup Sport

Windham, ME

UnscoredInsufficient · 3
$12,698152,386 mi

Comparison: 3 similar vehicles

Windham, ME

2018 Nissan Frontier S

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

2018 Nissan Frontier S

Biddeford, ME

UnscoredInsufficient · 3
$12,727114,483 mi

Comparison: 3 similar vehicles

Biddeford, ME

2016 Toyota Tacoma SR5

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

2016 Toyota Tacoma SR5

Berwick, ME

UnscoredLimited · 17
$12,900183,415 mi

Comparison: 17 similar vehicles

Berwick, ME

2011 Toyota Tacoma Base

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

2011 Toyota Tacoma Base

Farmington, NH

UnscoredModerate · 29
$12,900208,000 mi

Comparison: 29 similar vehicles

Farmington, NH

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Biddeford, ME

UnscoredModerate · 24
$12,966132,851 mi

Comparison: 24 similar vehicles

Biddeford, ME

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Bethel, ME

UnscoredRobust · 57
$12,990259,027 mi

Comparison: 57 similar vehicles

Bethel, ME

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Biddeford, ME

UnscoredLimited · 6
$12,99073,925 mi

Comparison: 6 similar vehicles

Biddeford, ME

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

Lewiston, ME

UnscoredModerate · 23
$12,995165,192 mi

Comparison: 23 similar vehicles

Lewiston, ME

2017 GMC Sierra 1500 SLE

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

2017 GMC Sierra 1500 SLE

Biddeford, ME

UnscoredLimited · 8
$12,995132,760 mi

Comparison: 8 similar vehicles

Biddeford, ME

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 is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. 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 sell-time, 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 sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. 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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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