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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 21, 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

4,269 listings found

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

Findlay, OH

UnscoredModerate · 43
$2,737232,793 mi

Comparison: 43 similar vehicles

Findlay, OH

2006 Dodge Dakota ST

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

2006 Dodge Dakota ST

Findlay, OH

UnscoredInsufficient · 0
$3,348145,566 mi

Findlay, OH

2005 Chevrolet Avalanche Base

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

2005 Chevrolet Avalanche Base

Fletcher, OH

UnscoredLimited · 10
$3,495214,740 mi

Comparison: 10 similar vehicles

Fletcher, OH

2011 Chevrolet Silverado 1500 LS

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

2011 Chevrolet Silverado 1500 LS

Findlay, OH

UnscoredLimited · 15
$3,737243,578 mi

Comparison: 15 similar vehicles

Findlay, OH

2006 Ford F-150 XL

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

2006 Ford F-150 XL

Berne, IN

UnscoredLimited · 11
$3,900179,566 mi

Comparison: 11 similar vehicles

Berne, IN

2001 Dodge Ram Pickup ST

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

2001 Dodge Ram Pickup ST

Paulding, OH

UnscoredLimited · 6
$4,500122,230 mi

Comparison: 6 similar vehicles

Paulding, OH

2006 Chevrolet Silverado 1500 LT1

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

2006 Chevrolet Silverado 1500 LT1

Arcanum, OH

UnscoredLimited · 8
$4,900186,254 mi

Comparison: 8 similar vehicles

Arcanum, OH

2000 Dodge Dakota SPORT

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

2000 Dodge Dakota SPORT

Greenville, OH

UnscoredLimited · 7
$4,995147,345 mi

Comparison: 7 similar vehicles

Greenville, 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

Decatur, IN

UnscoredInsufficient · 3
$5,194187,863 mi

Comparison: 3 similar vehicles

Decatur, IN

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

Tipp City, OH

UnscoredLimited · 10
$5,490Mileage not verified

Comparison: 10 similar vehicles

Tipp City, OH

2011 RAM 1500 Pickup ST

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

2011 RAM 1500 Pickup ST

Paulding, OH

UnscoredLimited · 19
$5,800224,478 mi

Comparison: 19 similar vehicles

Paulding, OH

2010 Toyota Tacoma Base

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

2010 Toyota Tacoma Base

Troy, OH

UnscoredInsufficient · 4
$5,995204,792 mi

Comparison: 4 similar vehicles

Troy, OH

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Union City, OH

Fair PriceLimited · 19
$5,99597,021 mi

Market: $2,995 – $12,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Union City, 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

Carey, OH

UnscoredInsufficient · 3
$6,012186,653 mi

Comparison: 3 similar vehicles

Carey, OH

2013 Chevrolet Silverado 1500 LTZ

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

2013 Chevrolet Silverado 1500 LTZ

Findlay, OH

Salvage title
$6,328307,654 mi

Findlay, OH

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

Tipp City, OH

UnscoredRobust · 87
$6,900161,182 mi

Comparison: 87 similar vehicles

Tipp City, 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

Tipp City, OH

UnscoredLimited · 10
$6,990148,310 mi

Comparison: 10 similar vehicles

Tipp City, OH

2012 Ford F-150 FX4

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

2012 Ford F-150 FX4

Saint Marys, OH

UnscoredModerate · 46
$6,991248,161 mi

Comparison: 46 similar vehicles

Saint Marys, OH

2008 Dodge Dakota ST

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

2008 Dodge Dakota ST

Piqua, OH

UnscoredInsufficient · 0
$6,995166,408 mi

Piqua, OH

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Findlay, OH

UnscoredModerate · 29
$6,995130,236 mi

Comparison: 29 similar vehicles

Findlay, OH

2005 Dodge Ram 2500 Pickup Laramie

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

2005 Dodge Ram 2500 Pickup Laramie

Saint Marys, OH

UnscoredInsufficient · 0
$6,999217,785 mi

Saint Marys, OH

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Tipp City, OH

UnscoredLimited · 11
$7,490171,235 mi

Comparison: 11 similar vehicles

Tipp City, OH

2007 Chevrolet Silverado 1500 1LT

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

2007 Chevrolet Silverado 1500 1LT

Tipp City, OH

UnscoredLimited · 6
$7,500202,386 mi

Comparison: 6 similar vehicles

Tipp City, OH

2012 Ford F-350 Super Duty Chassis Cab XL

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

2012 Ford F-350 Super Duty Chassis Cab XL

Troy, OH

UnscoredLimited · 12
$7,900226,191 mi

Comparison: 12 similar vehicles

Troy, OH

2009 Dodge Ram 1500 Pickup Sport

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

2009 Dodge Ram 1500 Pickup Sport

Tipp City, OH

UnscoredInsufficient · 0
$7,900216,161 mi

Tipp City, 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

Tipp City, OH

UnscoredLimited · 10
$7,900181,146 mi

Comparison: 10 similar vehicles

Tipp City, OH

2006 GMC Canyon SLE

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

2006 GMC Canyon SLE

Fletcher, OH

UnscoredInsufficient · 0
$7,995109,760 mi

Fletcher, 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

Tipp City, OH

UnscoredLimited · 6
$8,500218,436 mi

Comparison: 6 similar vehicles

Tipp City, OH

2014 RAM 1500 Pickup Laramie

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

2014 RAM 1500 Pickup Laramie

Tipp City, OH

UnscoredModerate · 36
$8,700229,651 mi

Comparison: 36 similar vehicles

Tipp City, OH

2015 Chevrolet Silverado 1500 1LS

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

2015 Chevrolet Silverado 1500 1LS

Tipp City, OH

UnscoredLimited · 6
$8,900196,967 mi

Comparison: 6 similar vehicles

Tipp City, OH

2009 Ford F-150 Lariat

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

2009 Ford F-150 Lariat

Tipp City, OH

UnscoredInsufficient · 0
$8,900178,727 mi

Tipp City, OH

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

Troy, OH

UnscoredLimited · 9
$8,995186,619 mi

Comparison: 9 similar vehicles

Troy, OH

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

Troy, OH

UnscoredRobust · 148
$8,995136,921 mi

Comparison: 148 similar vehicles

Troy, OH

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

Wapakoneta, OH

UnscoredRobust · 55
$8,998162,274 mi

Comparison: 55 similar vehicles

Wapakoneta, OH

2004 Dodge Ram 2500 Pickup SLT

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

2004 Dodge Ram 2500 Pickup SLT

Bellefontaine, OH

UnscoredLimited · 7
$9,500202,414 mi

Comparison: 7 similar vehicles

Bellefontaine, OH

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

Findlay, OH

UnscoredInsufficient · 4
$9,70492,897 mi

Comparison: 4 similar vehicles

Findlay, OH

2005 Ford F-250 Super Duty XL

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

2005 Ford F-250 Super Duty XL

Bellefontaine, OH

UnscoredLimited · 11
$9,786280,904 mi

Comparison: 11 similar vehicles

Bellefontaine, OH

2010 Toyota Tundra Grade

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

2010 Toyota Tundra Grade

Bellefontaine, OH

UnscoredModerate · 32
$9,898156,597 mi

Comparison: 32 similar vehicles

Bellefontaine, OH

2013 RAM 1500 Pickup Sport

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

2013 RAM 1500 Pickup Sport

Findlay, OH

UnscoredLimited · 6
$9,937182,256 mi

Comparison: 6 similar vehicles

Findlay, OH

2018 RAM 1500 Pickup Tradesman

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

2018 RAM 1500 Pickup Tradesman

Troy, OH

UnscoredLimited · 7
$9,995148,096 mi

Comparison: 7 similar vehicles

Troy, OH

2015 Chevrolet Silverado 2500HD Work Truck

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

2015 Chevrolet Silverado 2500HD Work Truck

Troy, OH

UnscoredModerate · 30
$9,995247,917 mi

Comparison: 30 similar vehicles

Troy, OH

2009 Cadillac Escalade EXT Base

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

2009 Cadillac Escalade EXT Base

New Carlisle, OH

UnscoredInsufficient · 0
$9,995197,482 mi

New Carlisle, OH

2007 GMC Sierra 1500 Denali

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

2007 GMC Sierra 1500 Denali

Troy, OH

UnscoredInsufficient · 0
$9,995165,971 mi

Troy, 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

Arcanum, OH

UnscoredModerate · 35
$10,500126,875 mi

Comparison: 35 similar vehicles

Arcanum, OH

2013 GMC Sierra 1500 SLE

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

2013 GMC Sierra 1500 SLE

Springfield, OH

UnscoredRobust · 56
$10,524174,248 mi

Comparison: 56 similar vehicles

Springfield, OH

2022 Hyundai Santa Cruz SEL Premium

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

2022 Hyundai Santa Cruz SEL Premium

Sidney, OH

UnscoredLimited · 16
$10,777183,651 mi

Comparison: 16 similar vehicles

Sidney, OH

2006 Dodge Ram 3500 Pickup Laramie

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

2006 Dodge Ram 3500 Pickup Laramie

Tipp City, OH

UnscoredInsufficient · 0
$10,900233,888 mi

Tipp City, OH

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

Marysville, OH

UnscoredLimited · 5
$10,910227,034 mi

Comparison: 5 similar vehicles

Marysville, OH

2011 Ford F-150 FX4

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

2011 Ford F-150 FX4

Ottawa, OH

UnscoredLimited · 7
$10,995177,555 mi

Comparison: 7 similar vehicles

Ottawa, OH

2010 GMC Sierra 1500 SLE

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

2010 GMC Sierra 1500 SLE

Troy, OH

Fair PriceLimited · 16
$10,995112,013 mi

Market: $8,995 – $16,500

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Troy, 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

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