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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

6,668 listings found

1999 Ford F-150 XLT

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

1999 Ford F-150 XLT

New Kensington, PA

UnscoredInsufficient · 0
$4,495Mileage not verified

New Kensington, PA

2010 Ford F-150 STX

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

2010 Ford F-150 STX

Butler, PA

UnscoredLimited · 11
$4,500146,159 mi

Comparison: 11 similar vehicles

Butler, PA

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Freeport, PA

UnscoredRobust · 59
$4,995247,452 mi

Comparison: 59 similar vehicles

Freeport, PA

2005 Ford F-150 XL

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

2005 Ford F-150 XL

New Castle, PA

UnscoredLimited · 5
$4,995179,561 mi

Comparison: 5 similar vehicles

New Castle, PA

2002 Chevrolet Silverado 2500HD LS

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

2002 Chevrolet Silverado 2500HD LS

Cranberry, PA

UnscoredInsufficient · 0
$5,485280,150 mi

Cranberry, PA

2004 Cadillac Escalade EXT Base

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

2004 Cadillac Escalade EXT Base

New Kensington, PA

UnscoredInsufficient · 0
$5,649186,419 mi

New Kensington, PA

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

Dubois, PA

UnscoredLimited · 5
$5,799195,406 mi

Comparison: 5 similar vehicles

Dubois, PA

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

Leetsdale, PA

UnscoredInsufficient · 3
$5,950193,613 mi

Comparison: 3 similar vehicles

Leetsdale, PA

2007 Dodge Dakota SLT

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

2007 Dodge Dakota SLT

Homestead, PA

UnscoredLimited · 9
$5,995157,799 mi

Comparison: 9 similar vehicles

Homestead, PA

2012 Chevrolet Colorado Work Truck

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

2012 Chevrolet Colorado Work Truck

New Kensington, PA

UnscoredInsufficient · 0
$6,500147,883 mi

New Kensington, PA

2010 Chevrolet Colorado 2LT

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

2010 Chevrolet Colorado 2LT

Marion Center, PA

UnscoredInsufficient · 0
$6,900180,917 mi

Marion Center, PA

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

New Castle, PA

UnscoredInsufficient · 3
$6,988207,347 mi

Comparison: 3 similar vehicles

New Castle, PA

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

Homestead, PA

UnscoredInsufficient · 3
$6,995145,355 mi

Comparison: 3 similar vehicles

Homestead, PA

2005 Ford F-150 FX4

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

2005 Ford F-150 FX4

New Kensington, PA

UnscoredLimited · 6
$7,095171,997 mi

Comparison: 6 similar vehicles

New Kensington, PA

2004 Dodge Ram 1500 Pickup ST

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

2004 Dodge Ram 1500 Pickup ST

Springdale, PA

UnscoredLimited · 5
$7,495120,158 mi

Comparison: 5 similar vehicles

Springdale, PA

2017 GMC Sierra 1500 Base

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

2017 GMC Sierra 1500 Base

Mercer, PA

UnscoredModerate · 29
$7,900185,253 mi

Comparison: 29 similar vehicles

Mercer, PA

2008 Ford F-350 Super Duty XL

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

2008 Ford F-350 Super Duty XL

Homer City, PA

UnscoredLimited · 5
$7,99586,996 mi

Comparison: 5 similar vehicles

Homer City, PA

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

Cranberry, PA

Fair PriceModerate · 33
$8,485114,470 mi

Market: $3,900 – $12,393

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Cranberry, PA

2011 Ford F-150 XL

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

2011 Ford F-150 XL

Harrisville, PA

Fair PriceModerate · 36
$8,990106,723 mi

Market: $2,804 – $11,995

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Harrisville, PA

2016 GMC Sierra 1500 Base

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

2016 GMC Sierra 1500 Base

Commodore, PA

UnscoredInsufficient · 3
$8,995236,000 mi

Comparison: 3 similar vehicles

Commodore, PA

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Homer City, PA

UnscoredLimited · 5
$8,995143,264 mi

Comparison: 5 similar vehicles

Homer City, PA

2007 Dodge Ram 1500 Pickup Laramie

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

2007 Dodge Ram 1500 Pickup Laramie

DuBois, PA

UnscoredInsufficient · 0
$8,995Mileage not verified

DuBois, PA

2002 Chevrolet S-10 Base

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

2002 Chevrolet S-10 Base

Pittsburgh, PA

UnscoredInsufficient · 0
$8,999128,000 mi

Pittsburgh, PA

2010 Ford Ranger XL

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

2010 Ford Ranger XL

Pittsburgh, PA

UnscoredInsufficient · 0
$9,199107,000 mi

Pittsburgh, PA

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Homer City, PA

UnscoredRobust · 155
$9,490145,493 mi

Comparison: 155 similar vehicles

Homer City, PA

2007 Chevrolet Silverado Classic 1500 LS

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

2007 Chevrolet Silverado Classic 1500 LS

New Kensington, PA

UnscoredInsufficient · 0
$9,500139,322 mi

New Kensington, PA

2019 Nissan Frontier SV

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

2019 Nissan Frontier SV

Freeport, PA

UnscoredLimited · 5
$9,800124,090 mi

Comparison: 5 similar vehicles

Freeport, PA

2017 Chevrolet Colorado Base

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

2017 Chevrolet Colorado Base

Harrisville, PA

UnscoredInsufficient · 0
$9,99099,155 mi

Harrisville, PA

2010 GMC Sierra 2500HD Work Truck

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

2010 GMC Sierra 2500HD Work Truck

Homestead, PA

UnscoredInsufficient · 0
$9,99582,000 mi

Homestead, PA

2002 Ford F-250 Super Duty Lariat

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

2002 Ford F-250 Super Duty Lariat

Penfield, PA

UnscoredInsufficient · 4
$9,995148,688 mi

Comparison: 4 similar vehicles

Penfield, PA

2002 Mazda Truck DS

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

2002 Mazda Truck DS

Pittsburgh, PA

UnscoredInsufficient · 0
$9,999145,000 mi

Pittsburgh, PA

2023 Chevrolet Silverado 1500 Work Truck

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

2023 Chevrolet Silverado 1500 Work Truck

Pittsburgh, PA

UnscoredLimited · 12
$10,000204,866 mi

Comparison: 12 similar vehicles

Pittsburgh, PA

2011 Ford F-350 Super Duty XLT

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

2011 Ford F-350 Super Duty XLT

DuBois, PA

UnscoredLimited · 5
$10,100177,579 mi

Comparison: 5 similar vehicles

DuBois, PA

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

DuBois, PA

UnscoredLimited · 11
$10,395190,012 mi

Comparison: 11 similar vehicles

DuBois, PA

2012 RAM 1500 Pickup SLT

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

2012 RAM 1500 Pickup SLT

Mahaffey, PA

UnscoredModerate · 25
$10,395154,713 mi

Comparison: 25 similar vehicles

Mahaffey, PA

2012 Chevrolet Colorado Work Truck

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

2012 Chevrolet Colorado Work Truck

Ellwood City, PA

UnscoredInsufficient · 0
$10,495125,904 mi

Ellwood City, PA

2017 GMC Sierra 1500 Base

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

2017 GMC Sierra 1500 Base

Pittsburgh, PA

UnscoredLimited · 11
$10,900127,254 mi

Comparison: 11 similar vehicles

Pittsburgh, PA

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

Northern Cambria, PA

UnscoredLimited · 19
$10,990231,979 mi

Comparison: 19 similar vehicles

Northern Cambria, PA

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Homestead, PA

UnscoredRobust · 51
$10,995190,236 mi

Comparison: 51 similar vehicles

Homestead, PA

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

Homestead, PA

UnscoredLimited · 8
$10,995137,480 mi

Comparison: 8 similar vehicles

Homestead, PA

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

New Castle, PA

UnscoredInsufficient · 3
$10,995134,062 mi

Comparison: 3 similar vehicles

New Castle, PA

2007 Nissan Frontier LE

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

2007 Nissan Frontier LE

Penfield, PA

UnscoredInsufficient · 0
$10,995126,853 mi

Penfield, PA

2011 Ford Ranger XLT

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

2011 Ford Ranger XLT

Pittsburgh, PA

UnscoredLimited · 14
$10,999153,000 mi

Comparison: 14 similar vehicles

Pittsburgh, PA

2010 RAM 1500 Pickup ST

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

2010 RAM 1500 Pickup ST

Dubois, PA

UnscoredInsufficient · 3
$10,99972,612 mi

Comparison: 3 similar vehicles

Dubois, PA

2000 Ford F-150 LARIAT

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

2000 Ford F-150 LARIAT

Marion Center, PA

UnscoredInsufficient · 0
$11,000176,206 mi

Marion Center, PA

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

New Castle, PA

UnscoredLimited · 19
$11,394186,408 mi

Comparison: 19 similar vehicles

New Castle, PA

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Cranberry, PA

UnscoredInsufficient · 3
$11,485163,048 mi

Comparison: 3 similar vehicles

Cranberry, PA

2014 RAM 1500 Pickup SLT

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

2014 RAM 1500 Pickup SLT

Homer City, PA

Fair PriceLimited · 15
$11,495119,993 mi

Market: $9,995 – $19,877

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Homer City, PA

2019 Chevrolet Colorado Work Truck

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

2019 Chevrolet Colorado Work Truck

Mcgrann, PA

UnscoredRobust · 107
$11,500130,950 mi

Comparison: 107 similar vehicles

Mcgrann, PA

2011 Ford F-350 Super Duty Lariat

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

2011 Ford F-350 Super Duty Lariat

Murrysville, PA

UnscoredModerate · 23
$11,500219,179 mi

Comparison: 23 similar vehicles

Murrysville, PA

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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