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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

4,891 listings found

2004 Chevrolet Silverado 1500 Work Truck

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

2004 Chevrolet Silverado 1500 Work Truck

Norwich, NY

UnscoredInsufficient · 4
$4,350188,000 mi

Comparison: 4 similar vehicles

Norwich, NY

2000 Dodge Dakota SPORT

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

2000 Dodge Dakota SPORT

Constableville, NY

UnscoredInsufficient · 0
$6,900191,655 mi

Constableville, NY

2013 Ford F-250 Super Duty XL

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

2013 Ford F-250 Super Duty XL

Utica, NY

UnscoredLimited · 9
$7,500107,585 mi

Comparison: 9 similar vehicles

Utica, NY

2011 Nissan Frontier SL

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

2011 Nissan Frontier SL

Chittenango, NY

UnscoredInsufficient · 0
$7,795157,685 mi

Chittenango, NY

2009 GMC Sierra 1500 Work Truck

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

2009 GMC Sierra 1500 Work Truck

West Monroe, NY

UnscoredInsufficient · 0
$7,995161,019 mi

West Monroe, NY

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Rome, NY

UnscoredModerate · 27
$8,500176,013 mi

Comparison: 27 similar vehicles

Rome, NY

2003 Chevrolet Silverado 2500HD LS

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

2003 Chevrolet Silverado 2500HD LS

Gloversville, NY

UnscoredInsufficient · 0
$8,900184,326 mi

Gloversville, NY

2009 Ford Ranger XL

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

2009 Ford Ranger XL

Yorkville, NY

UnscoredInsufficient · 0
$8,979119,270 mi

Yorkville, NY

2013 RAM 2500 Pickup Tradesman

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

2013 RAM 2500 Pickup Tradesman

Little Falls, NY

UnscoredLimited · 11
$8,995218,592 mi

Comparison: 11 similar vehicles

Little Falls, NY

2005 Nissan Frontier Nismo

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

2005 Nissan Frontier Nismo

Chittenango, NY

UnscoredInsufficient · 0
$8,995127,890 mi

Chittenango, NY

2014 Ford F-150 STX

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

2014 Ford F-150 STX

Oneonta, NY

UnscoredModerate · 49
$8,999134,464 mi

Comparison: 49 similar vehicles

Oneonta, NY

2014 Ford F-150 STX

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

2014 Ford F-150 STX

Oneonta, NY

Fair PriceModerate · 49
$8,999111,568 mi

Market: $4,900 – $19,995

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Oneonta, NY

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

Yorkville, NY

UnscoredInsufficient · 3
$9,995161,697 mi

Comparison: 3 similar vehicles

Yorkville, NY

2011 Ford F-350 Super Duty XL

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

2011 Ford F-350 Super Duty XL

Little Falls, NY

UnscoredModerate · 27
$9,995258,025 mi

Comparison: 27 similar vehicles

Little Falls, NY

2007 Nissan Frontier SE

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

2007 Nissan Frontier SE

Central Square, NY

UnscoredLimited · 6
$9,995107,191 mi

Comparison: 6 similar vehicles

Central Square, NY

2006 GMC Sierra 1500 SLE2

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

2006 GMC Sierra 1500 SLE2

Whitesboro, NY

UnscoredInsufficient · 0
$9,999225,661 mi

Whitesboro, NY

2007 Chevrolet Silverado 2500HD 1LT

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

2007 Chevrolet Silverado 2500HD 1LT

Rome, NY

UnscoredInsufficient · 0
$10,800170,159 mi

Rome, NY

2012 Ford F-250 Super Duty XL

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

2012 Ford F-250 Super Duty XL

Gloversville, NY

UnscoredLimited · 13
$10,900256,236 mi

Comparison: 13 similar vehicles

Gloversville, NY

2011 Toyota Tundra Grade

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

2011 Toyota Tundra Grade

Syracuse, NY

UnscoredLimited · 17
$10,900164,595 mi

Comparison: 17 similar vehicles

Syracuse, NY

2018 Chevrolet Silverado 1500 Custom

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

2018 Chevrolet Silverado 1500 Custom

Boonville, NY

UnscoredModerate · 21
$10,995159,700 mi

Comparison: 21 similar vehicles

Boonville, NY

2015 GMC Sierra 1500 SLE

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

2015 GMC Sierra 1500 SLE

Boonville, NY

UnscoredLimited · 9
$10,995179,008 mi

Comparison: 9 similar vehicles

Boonville, NY

2008 Chevrolet Silverado 1500 LTZ

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

2008 Chevrolet Silverado 1500 LTZ

Yorkville, NY

UnscoredInsufficient · 0
$10,995146,395 mi

Yorkville, NY

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Rome, NY

UnscoredLimited · 11
$11,000162,924 mi

Comparison: 11 similar vehicles

Rome, NY

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Glenfield, NY

UnscoredInsufficient · 4
$11,500183,313 mi

Comparison: 4 similar vehicles

Glenfield, NY

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

Glenfield, NY

UnscoredLimited · 8
$11,800170,750 mi

Comparison: 8 similar vehicles

Glenfield, NY

2016 Chevrolet Silverado 1500 Work Truck 1WT

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

2016 Chevrolet Silverado 1500 Work Truck 1WT

Constableville, NY

UnscoredLimited · 5
$11,900194,122 mi

Comparison: 5 similar vehicles

Constableville, NY

2014 Ford F-150 STX

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

2014 Ford F-150 STX

Rome, NY

UnscoredModerate · 30
$11,990198,586 mi

Comparison: 30 similar vehicles

Rome, NY

2019 Nissan Frontier SV

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

2019 Nissan Frontier SV

Boonville, NY

UnscoredRobust · 63
$11,995169,774 mi

Comparison: 63 similar vehicles

Boonville, NY

2017 Chevrolet Silverado 1500 Work Truck 1WT

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

2017 Chevrolet Silverado 1500 Work Truck 1WT

Herkimer, NY

Fair PriceModerate · 47
$11,99571,701 mi

Market: $7,999 – $24,995

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Herkimer, NY

2017 Nissan Frontier S

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

2017 Nissan Frontier S

Herkimer, NY

UnscoredInsufficient · 3
$11,99583,602 mi

Comparison: 3 similar vehicles

Herkimer, NY

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

Central Square, NY

UnscoredLimited · 7
$11,99593,000 mi

Comparison: 7 similar vehicles

Central Square, NY

2014 RAM 4500 Chassis Cab Tradesman

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

2014 RAM 4500 Chassis Cab Tradesman

Little Falls, NY

UnscoredLimited · 9
$11,995192,111 mi

Comparison: 9 similar vehicles

Little Falls, NY

2013 RAM 1500 Pickup HFE

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

2013 RAM 1500 Pickup HFE

Herkimer, NY

UnscoredInsufficient · 0
$11,99566,194 mi

Herkimer, NY

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Herkimer, NY

UnscoredInsufficient · 0
$11,99556,982 mi

Herkimer, NY

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

Whitesboro, NY

UnscoredLimited · 14
$11,999167,184 mi

Comparison: 14 similar vehicles

Whitesboro, NY

2004 Chevrolet Silverado 2500HD LS

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

2004 Chevrolet Silverado 2500HD LS

Oneonta, NY

UnscoredInsufficient · 4
$11,999164,650 mi

Comparison: 4 similar vehicles

Oneonta, NY

1997 GMC Sierra SL

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

1997 GMC Sierra SL

Norwich, NY

UnscoredInsufficient · 0
$12,500149,000 mi

Norwich, NY

2014 Ford F-150 Lariat

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

2014 Ford F-150 Lariat

Rome, NY

UnscoredLimited · 11
$12,800185,449 mi

Comparison: 11 similar vehicles

Rome, NY

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

Rome, NY

UnscoredRobust · 114
$12,800198,867 mi

Comparison: 114 similar vehicles

Rome, NY

2014 Ford F-150 STX

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

2014 Ford F-150 STX

Rome, NY

Fair PriceModerate · 31
$12,85080,000 mi

Market: $5,995 – $19,995

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Rome, NY

2013 Nissan Frontier SV

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

2013 Nissan Frontier SV

Frankfort, NY

Fair PriceLimited · 13
$12,995102,230 mi

Market: $9,450 – $15,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Frankfort, NY

2014 RAM 1500 Pickup Express

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

2014 RAM 1500 Pickup Express

Whitesboro, NY

UnscoredRobust · 51
$12,999146,043 mi

Comparison: 51 similar vehicles

Whitesboro, NY

2014 RAM 1500 Pickup Express

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

2014 RAM 1500 Pickup Express

Rome, NY

UnscoredRobust · 51
$13,000123,523 mi

Comparison: 51 similar vehicles

Rome, NY

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Rome, NY

UnscoredInsufficient · 3
$13,00093,925 mi

Comparison: 3 similar vehicles

Rome, NY

2016 RAM 1500 Pickup SLT

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

2016 RAM 1500 Pickup SLT

Bridgeport, NY

UnscoredInsufficient · 4
$13,065115,797 mi

Comparison: 4 similar vehicles

Bridgeport, NY

2010 RAM 1500 Pickup Sport

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

2010 RAM 1500 Pickup Sport

Brewerton, NY

UnscoredInsufficient · 0
$13,50094,000 mi

Brewerton, NY

2013 Honda Ridgeline RTL

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

2013 Honda Ridgeline RTL

Rome, NY

UnscoredInsufficient · 3
$13,800136,910 mi

Comparison: 3 similar vehicles

Rome, NY

2019 Nissan Frontier PRO-4X

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

2019 Nissan Frontier PRO-4X

Central Square, NY

UnscoredLimited · 9
$13,900162,722 mi

Comparison: 9 similar vehicles

Central Square, NY

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Syracuse, NY

UnscoredModerate · 34
$13,995128,385 mi

Comparison: 34 similar vehicles

Syracuse, NY

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

Herkimer, NY

UnscoredInsufficient · 3
$13,995103,722 mi

Comparison: 3 similar vehicles

Herkimer, NY

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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