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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

6,187 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

2015 Ford F-350 Super Duty Chassis Cab XLT

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

2015 Ford F-350 Super Duty Chassis Cab XLT

Elmira, NY

UnscoredInsufficient · 0
$5,990258,153 mi

Elmira, NY

2007 Chevrolet Silverado 1500 Work Truck

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

2007 Chevrolet Silverado 1500 Work Truck

Johnson City, NY

UnscoredLimited · 5
$6,950160,918 mi

Comparison: 5 similar vehicles

Johnson City, NY

2008 Chevrolet Avalanche LS

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

2008 Chevrolet Avalanche LS

Cortland, NY

UnscoredInsufficient · 0
$7,495190,258 mi

Cortland, 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

2010 Chevrolet Avalanche LT

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

2010 Chevrolet Avalanche LT

Binghamton, NY

UnscoredInsufficient · 3
$7,995250,321 mi

Comparison: 3 similar vehicles

Binghamton, 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

2008 Ford Explorer Sport Trac XLT

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

2008 Ford Explorer Sport Trac XLT

Montour Falls, NY

UnscoredInsufficient · 4
$8,495120,981 mi

Comparison: 4 similar vehicles

Montour Falls, NY

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Vestal, NY

UnscoredLimited · 5
$8,675197,081 mi

Comparison: 5 similar vehicles

Vestal, NY

2000 Chevrolet Silverado LS

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

2000 Chevrolet Silverado LS

Johnson City, NY

UnscoredLimited · 7
$8,950131,229 mi

Comparison: 7 similar vehicles

Johnson City, NY

2011 Ford F-450 Super Duty Chassis Cab XLT

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

2011 Ford F-450 Super Duty Chassis Cab XLT

Elmira, NY

UnscoredInsufficient · 3
$8,990199,323 mi

Comparison: 3 similar vehicles

Elmira, 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

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

2004 Dodge Ram 1500 Pickup SLT

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

2004 Dodge Ram 1500 Pickup SLT

North Rose, NY

UnscoredInsufficient · 0
$9,99591,609 mi

North Rose, NY

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

North Rose, NY

UnscoredLimited · 7
$9,99599,165 mi

Comparison: 7 similar vehicles

North Rose, NY

2016 Toyota Tacoma SR

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

2016 Toyota Tacoma SR

Endicott, NY

UnscoredLimited · 8
$10,495211,221 mi

Comparison: 8 similar vehicles

Endicott, NY

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

North Rose, NY

UnscoredLimited · 6
$10,495136,300 mi

Comparison: 6 similar vehicles

North Rose, 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

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

North Rose, NY

UnscoredLimited · 6
$10,900119,494 mi

Comparison: 6 similar vehicles

North Rose, NY

2004 Chevrolet Silverado 1500 LS

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

2004 Chevrolet Silverado 1500 LS

North Rose, NY

UnscoredInsufficient · 4
$10,900129,408 mi

Comparison: 4 similar vehicles

North Rose, 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

Johnson City, NY

UnscoredModerate · 48
$10,950176,616 mi

Comparison: 48 similar vehicles

Johnson City, 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

Johnson City, NY

UnscoredModerate · 48
$10,995124,493 mi

Comparison: 48 similar vehicles

Johnson City, NY

2016 Nissan Frontier S

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

2016 Nissan Frontier S

Geneva, NY

UnscoredInsufficient · 0
$11,495166,800 mi

Geneva, NY

2015 Toyota Tacoma Base

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

2015 Toyota Tacoma Base

Endicott, NY

UnscoredRobust · 67
$11,495159,965 mi

Comparison: 67 similar vehicles

Endicott, NY

2016 RAM 1500 Pickup Big Horn

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

2016 RAM 1500 Pickup Big Horn

Cortland, NY

UnscoredRobust · 75
$11,950170,042 mi

Comparison: 75 similar vehicles

Cortland, NY

2016 Chevrolet Silverado 1500 Custom

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

2016 Chevrolet Silverado 1500 Custom

Elmira, NY

UnscoredLimited · 8
$11,990143,588 mi

Comparison: 8 similar vehicles

Elmira, 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

2015 Nissan Frontier SV

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

2015 Nissan Frontier SV

Montour Falls, NY

UnscoredLimited · 15
$11,995146,675 mi

Comparison: 15 similar vehicles

Montour Falls, NY

2016 Chevrolet Silverado 1500 LT

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

2016 Chevrolet Silverado 1500 LT

Elmira, NY

UnscoredLimited · 8
$11,999172,585 mi

Comparison: 8 similar vehicles

Elmira, 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

Ithaca, NY

UnscoredInsufficient · 4
$11,999132,504 mi

Comparison: 4 similar vehicles

Ithaca, 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

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

Fulton, NY

UnscoredLimited · 14
$12,820124,927 mi

Comparison: 14 similar vehicles

Fulton, NY

2010 GMC Sierra 2500HD SLE

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

2010 GMC Sierra 2500HD SLE

North Rose, NY

UnscoredInsufficient · 0
$12,900168,628 mi

North Rose, NY

2017 Honda Ridgeline RTS

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

2017 Honda Ridgeline RTS

Cortland, NY

UnscoredLimited · 16
$12,995195,601 mi

Comparison: 16 similar vehicles

Cortland, NY

2012 GMC Sierra 2500HD SLE

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

2012 GMC Sierra 2500HD SLE

Waterloo, NY

UnscoredLimited · 7
$12,995218,000 mi

Comparison: 7 similar vehicles

Waterloo, 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

2007 Chevrolet Silverado 1500 Work Truck

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

2007 Chevrolet Silverado 1500 Work Truck

Geneva, NY

UnscoredInsufficient · 0
$13,59058,495 mi

Geneva, 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

Fulton, NY

Fair PriceModerate · 21
$13,82062,594 mi

Market: $10,950 – $18,992

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Fulton, NY

2015 RAM 1500 Pickup Big Horn/Lone Star

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

2015 RAM 1500 Pickup Big Horn/Lone Star

Fulton, NY

UnscoredModerate · 20
$13,820120,558 mi

Comparison: 20 similar vehicles

Fulton, 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

2017 RAM 1500 Pickup Express

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

2017 RAM 1500 Pickup Express

Cortland, NY

UnscoredInsufficient · 3
$13,995133,568 mi

Comparison: 3 similar vehicles

Cortland, NY

2017 Nissan Titan S

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

2017 Nissan Titan S

Johnson City, NY

Fair PriceLimited · 11
$13,99577,630 mi

Market: $5,400 – $18,979

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 336 days listed (based on current market benchmarks)

Johnson City, 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

2012 Toyota Tundra Grade

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

2012 Toyota Tundra Grade

Syracuse, NY

UnscoredLimited · 15
$13,995152,350 mi

Comparison: 15 similar vehicles

Syracuse, NY

2011 Chevrolet Silverado 1500 Work Truck

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

2011 Chevrolet Silverado 1500 Work Truck

Penn Yan, NY

UnscoredInsufficient · 0
$13,99557,348 mi

Penn Yan, NY

2008 Ford F-250 Super Duty XL

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

2008 Ford F-250 Super Duty XL

Cortland, NY

UnscoredLimited · 12
$14,000231,344 mi

Comparison: 12 similar vehicles

Cortland, 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

Camillus, NY

UnscoredLimited · 10
$14,400136,000 mi

Comparison: 10 similar vehicles

Camillus, NY

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Syracuse, NY

UnscoredLimited · 13
$14,400135,637 mi

Comparison: 13 similar vehicles

Syracuse, 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

Cortland, NY

UnscoredLimited · 7
$14,450164,571 mi

Comparison: 7 similar vehicles

Cortland, 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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