Skip to main content
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

15,068 listings found

2004 GMC Sierra 1500 SLE

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

2004 GMC Sierra 1500 SLE

Akron, OH

UnscoredLimited · 11
$2,495188,635 mi

Comparison: 11 similar vehicles

Akron, OH

2004 Chevrolet Silverado 1500 Z71

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

2004 Chevrolet Silverado 1500 Z71

Norton, OH

UnscoredLimited · 8
$2,798407,730 mi

Comparison: 8 similar vehicles

Norton, OH

2008 Ford F-150 Lariat

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

2008 Ford F-150 Lariat

Lowellville, OH

UnscoredLimited · 5
$2,995232,037 mi

Comparison: 5 similar vehicles

Lowellville, OH

2005 Ford F-150 Lariat

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

2005 Ford F-150 Lariat

Lowellville, OH

UnscoredInsufficient · 3
$2,995175,721 mi

Comparison: 3 similar vehicles

Lowellville, OH

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

Medina, OH

UnscoredInsufficient · 3
$3,495150,317 mi

Comparison: 3 similar vehicles

Medina, OH

No Photo

2008 Dodge Ram 1500 Pickup ST

Akron, OH

UnscoredLimited · 12
$3,800175,057 mi

Comparison: 12 similar vehicles

Akron, OH

2011 Honda Ridgeline RTL

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

2011 Honda Ridgeline RTL

Poland, OH

UnscoredInsufficient · 3
$3,900Mileage not verified

Comparison: 3 similar vehicles

Poland, OH

2005 Dodge Ram 1500 Pickup ST

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

2005 Dodge Ram 1500 Pickup ST

Youngstown, OH

UnscoredInsufficient · 3
$3,950262,939 mi

Comparison: 3 similar vehicles

Youngstown, OH

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

Mogadore, OH

UnscoredLimited · 8
$3,995182,832 mi

Comparison: 8 similar vehicles

Mogadore, OH

2009 Ford F-150 XL

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

2009 Ford F-150 XL

Lowellville, OH

UnscoredLimited · 11
$3,995155,420 mi

Comparison: 11 similar vehicles

Lowellville, OH

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Lowellville, OH

UnscoredLimited · 15
$3,995227,168 mi

Comparison: 15 similar vehicles

Lowellville, OH

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

Medina, OH

UnscoredLimited · 7
$3,995158,727 mi

Comparison: 7 similar vehicles

Medina, OH

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

Rittman, OH

UnscoredInsufficient · 4
$4,098147,580 mi

Comparison: 4 similar vehicles

Rittman, OH

2003 Chevrolet S-10 LS

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

2003 Chevrolet S-10 LS

Brookfield, OH

UnscoredInsufficient · 3
$4,195107,766 mi

Comparison: 3 similar vehicles

Brookfield, OH

2011 Chevrolet Silverado 1500 LT

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

2011 Chevrolet Silverado 1500 LT

Mogadore, OH

UnscoredModerate · 22
$4,295250,027 mi

Comparison: 22 similar vehicles

Mogadore, OH

2011 GMC Sierra 1500 SLE

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

2011 GMC Sierra 1500 SLE

Youngstown, OH

UnscoredLimited · 6
$4,348214,050 mi

Comparison: 6 similar vehicles

Youngstown, OH

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

Youngstown, OH

UnscoredInsufficient · 3
$4,348129,860 mi

Comparison: 3 similar vehicles

Youngstown, OH

2007 Dodge Ram 1500 Pickup ST

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

2007 Dodge Ram 1500 Pickup ST

Medina, OH

UnscoredInsufficient · 3
$4,495189,005 mi

Comparison: 3 similar vehicles

Medina, OH

2002 Ford F-150 XLT

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

2002 Ford F-150 XLT

Brookfield, OH

UnscoredInsufficient · 4
$4,695195,810 mi

Comparison: 4 similar vehicles

Brookfield, OH

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

Akron, OH

UnscoredLimited · 7
$4,90079,277 mi

Comparison: 7 similar vehicles

Akron, OH

2008 Honda Ridgeline RTS

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

2008 Honda Ridgeline RTS

Sebring, OH

UnscoredInsufficient · 4
$4,900156,000 mi

Comparison: 4 similar vehicles

Sebring, OH

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

Columbiana, OH

UnscoredModerate · 40
$4,948180,682 mi

Comparison: 40 similar vehicles

Columbiana, OH

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

Youngstown, OH

UnscoredInsufficient · 3
$4,950170,000 mi

Comparison: 3 similar vehicles

Youngstown, OH

2014 GMC Sierra 1500 1SA

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

2014 GMC Sierra 1500 1SA

Medina, OH

UnscoredInsufficient · 4
$4,995161,240 mi

Comparison: 4 similar vehicles

Medina, OH

2012 Chevrolet Silverado 2500HD Work Truck

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

2012 Chevrolet Silverado 2500HD Work Truck

Lowellville, OH

UnscoredLimited · 5
$4,995293,967 mi

Comparison: 5 similar vehicles

Lowellville, OH

2012 Chevrolet Silverado 2500HD LT

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

2012 Chevrolet Silverado 2500HD LT

Akron, OH

UnscoredLimited · 5
$4,995171,122 mi

Comparison: 5 similar vehicles

Akron, OH

2012 Chevrolet Silverado 1500 Work Truck

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

2012 Chevrolet Silverado 1500 Work Truck

Lowellville, OH

UnscoredLimited · 10
$4,995262,859 mi

Comparison: 10 similar vehicles

Lowellville, OH

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

Lowellville, OH

UnscoredRobust · 57
$4,995196,027 mi

Comparison: 57 similar vehicles

Lowellville, OH

2012 GMC Sierra 1500 Work Truck

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

2012 GMC Sierra 1500 Work Truck

Medina, OH

UnscoredLimited · 5
$4,995133,022 mi

Comparison: 5 similar vehicles

Medina, OH

2010 Ford F-150 Lariat

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

2010 Ford F-150 Lariat

Waynesburg, OH

UnscoredLimited · 18
$4,995223,344 mi

Comparison: 18 similar vehicles

Waynesburg, OH

2008 GMC Sierra 1500 SL

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

2008 GMC Sierra 1500 SL

East Palestine, OH

UnscoredInsufficient · 3
$4,995166,587 mi

Comparison: 3 similar vehicles

East Palestine, OH

2006 Ford Ranger XL

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

2006 Ford Ranger XL

Youngstown, OH

UnscoredInsufficient · 0
$4,99597,000 mi

Youngstown, OH

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

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

Akron, OH

UnscoredLimited · 8
$5,000124,684 mi

Comparison: 8 similar vehicles

Akron, OH

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Akron, OH

UnscoredInsufficient · 3
$5,000131,219 mi

Comparison: 3 similar vehicles

Akron, OH

2004 Ford F-250 Super Duty XL

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

2004 Ford F-250 Super Duty XL

Youngstown, OH

UnscoredLimited · 5
$5,000181,539 mi

Comparison: 5 similar vehicles

Youngstown, OH

2003 Chevrolet S-10 LS

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

2003 Chevrolet S-10 LS

Youngstown, OH

UnscoredLimited · 5
$5,000158,882 mi

Comparison: 5 similar vehicles

Youngstown, OH

2010 Honda Ridgeline RTL

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

2010 Honda Ridgeline RTL

Youngstown, OH

UnscoredInsufficient · 0
$5,295142,090 mi

Youngstown, OH

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

Minerva, OH

UnscoredLimited · 5
$5,398212,722 mi

Comparison: 5 similar vehicles

Minerva, OH

2010 Ford Ranger XL

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

2010 Ford Ranger XL

Carrollton, OH

UnscoredInsufficient · 3
$5,500182,086 mi

Comparison: 3 similar vehicles

Carrollton, OH

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

North Canton, OH

UnscoredLimited · 8
$5,600174,192 mi

Comparison: 8 similar vehicles

North Canton, OH

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Youngstown, OH

UnscoredLimited · 19
$5,900252,002 mi

Comparison: 19 similar vehicles

Youngstown, OH

2010 Ford Explorer Sport Trac XLT

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

2010 Ford Explorer Sport Trac XLT

North Canton, OH

UnscoredInsufficient · 4
$5,900149,000 mi

Comparison: 4 similar vehicles

North Canton, OH

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

Canton, OH

UnscoredInsufficient · 4
$5,900160,000 mi

Comparison: 4 similar vehicles

Canton, OH

1998 Chevrolet C2500 CHEYENNE

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

1998 Chevrolet C2500 CHEYENNE

Waynesburg, OH

UnscoredInsufficient · 0
$5,900234,733 mi

Waynesburg, OH

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

Youngstown, OH

UnscoredLimited · 9
$5,950216,030 mi

Comparison: 9 similar vehicles

Youngstown, OH

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

2014 GMC Sierra 1500 1SA

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

2014 GMC Sierra 1500 1SA

Canton, OH

UnscoredInsufficient · 3
$5,995212,345 mi

Comparison: 3 similar vehicles

Canton, OH

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

Girard, OH

UnscoredLimited · 5
$5,995274,552 mi

Comparison: 5 similar vehicles

Girard, OH

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

Canton, OH

UnscoredLimited · 15
$5,995207,000 mi

Comparison: 15 similar vehicles

Canton, OH

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.