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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 · November 13, 2026

7.2M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

78 listings found

2010 Toyota RAV4 Base

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

2010 Toyota RAV4 Base

Bucyrus, KS

Unscored
$8,990127,179 mi

Comparison: 15 similar vehicles

Bucyrus, KS

2008 Acura TL Base

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

2008 Acura TL Base

Bucyrus, KS

UnscoredInsufficient · 4
$8,990119,403 mi

Comparison: 4 similar vehicles

Bucyrus, KS

2012 Acura TL Base

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

2012 Acura TL Base

Bucyrus, KS

Unscored
$10,990111,810 mi

Comparison: 7 similar vehicles

Bucyrus, KS

2016 Jeep Grand Cherokee Laredo E

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

2016 Jeep Grand Cherokee Laredo E

Bucyrus, KS

UnscoredInsufficient · 3
$11,300124,048 mi

Comparison: 3 similar vehicles

Bucyrus, KS

2011 Honda Accord EX-L

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

2011 Honda Accord EX-L

Bucyrus, KS

UnscoredInsufficient · 4
$11,99091,941 mi

Comparison: 4 similar vehicles

Bucyrus, KS

2012 Acura TL Advance Package

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

2012 Acura TL Advance Package

Bucyrus, KS

UnscoredInsufficient · 0
$12,99099,170 mi

Bucyrus, KS

2012 Toyota Highlander Limited

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

2012 Toyota Highlander Limited

Bucyrus, KS

Unscored
$12,990138,252 mi

Comparison: 5 similar vehicles

Bucyrus, KS

2017 Kia Sportage EX

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

2017 Kia Sportage EX

Bucyrus, KS

Fair PriceLimited · 14
$13,50072,695 mi

Market: $9,800 – $14,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Bucyrus, KS

2015 Acura RDX Base

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

2015 Acura RDX Base

Bucyrus, KS

UnscoredInsufficient · 4
$13,990102,945 mi

Comparison: 4 similar vehicles

Bucyrus, KS

2015 Acura RDX Technology Package

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

2015 Acura RDX Technology Package

Bucyrus, KS

UnscoredInsufficient · 4
$13,990107,305 mi

Comparison: 4 similar vehicles

Bucyrus, KS

2014 Honda Pilot EX

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

2014 Honda Pilot EX

Bucyrus, KS

UnscoredInsufficient · 0
$13,99098,250 mi

Bucyrus, KS

2011 Toyota RAV4 Sport

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

2011 Toyota RAV4 Sport

Bucyrus, KS

UnscoredInsufficient · 4
$13,990102,458 mi

Comparison: 4 similar vehicles

Bucyrus, KS

2008 Honda Ridgeline RTS

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

2008 Honda Ridgeline RTS

Bucyrus, KS

UnscoredInsufficient · 0
$13,990109,026 mi

Bucyrus, KS

2016 Acura RDX AcuraWatch Plus Package

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

2016 Acura RDX AcuraWatch Plus Package

Bucyrus, KS

UnscoredInsufficient · 0
$14,990101,191 mi

Bucyrus, KS

2016 Acura RDX Technology Package

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

2016 Acura RDX Technology Package

Bucyrus, KS

UnscoredInsufficient · 3
$14,990116,744 mi

Comparison: 3 similar vehicles

Bucyrus, KS

2013 Honda Accord EX-L V6

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

2013 Honda Accord EX-L V6

Bucyrus, KS

UnscoredInsufficient · 4
$14,990101,996 mi

Comparison: 4 similar vehicles

Bucyrus, KS

2013 Toyota RAV4 Limited

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

2013 Toyota RAV4 Limited

Bucyrus, KS

Unscored
$14,990109,457 mi

Comparison: 5 similar vehicles

Bucyrus, KS

2011 Honda Ridgeline RTL

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

2011 Honda Ridgeline RTL

Bucyrus, KS

UnscoredInsufficient · 4
$14,990109,584 mi

Comparison: 4 similar vehicles

Bucyrus, KS

2003 Mercedes-Benz CLK-Class CLK430

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

2003 Mercedes-Benz CLK-Class CLK430

Bucyrus, KS

UnscoredInsufficient · 0
$15,50031,200 mi

Bucyrus, KS

2016 Acura MDX Technology Package

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

2016 Acura MDX Technology Package

Bucyrus, KS

Fair PriceModerate · 26
$15,990115,598 mi

Market: $13,065 – $20,212

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 233 days listed (based on current market benchmarks)

Bucyrus, KS

2015 Honda Accord EX-L

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

2015 Honda Accord EX-L

Bucyrus, KS

Unscored
$15,99090,297 mi

Comparison: 7 similar vehicles

Bucyrus, KS

2015 Acura RDX Technology Package

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

2015 Acura RDX Technology Package

Bucyrus, KS

UnscoredInsufficient · 4
$15,99089,540 mi

Comparison: 4 similar vehicles

Bucyrus, KS

2016 Ford Explorer Limited

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

2016 Ford Explorer Limited

Bucyrus, KS

Fair PriceLimited · 13
$16,00083,808 mi

Market: $9,950 – $17,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Bucyrus, KS

2018 Honda CR-V Touring

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

2018 Honda CR-V Touring

Bucyrus, KS

Unscored
$16,990106,423 mi

Comparison: 12 similar vehicles

Bucyrus, KS

2013 Honda Ridgeline RTL

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

2013 Honda Ridgeline RTL

Bucyrus, KS

UnscoredInsufficient · 0
$16,990138,555 mi

Bucyrus, KS

2012 Honda Ridgeline RTL

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

2012 Honda Ridgeline RTL

Bucyrus, KS

UnscoredInsufficient · 3
$16,990103,301 mi

Comparison: 3 similar vehicles

Bucyrus, KS

2018 Mercedes-Benz GLE-Class GLE350

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

2018 Mercedes-Benz GLE-Class GLE350

Bucyrus, KS

Fair PriceLimited · 18
$17,80097,485 mi

Market: $11,995 – $22,723

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Bucyrus, KS

2017 Acura MDX Technology Package

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

2017 Acura MDX Technology Package

Bucyrus, KS

Unscored
$17,990112,483 mi

Comparison: 7 similar vehicles

Bucyrus, KS

No Photo

2020 Audi Q3 Premium

Bucyrus, KS

UnscoredInsufficient · 0
$18,00080,713 mi

Bucyrus, KS

2017 Volvo XC90 Momentum

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

2017 Volvo XC90 Momentum

Bucyrus, KS

UnscoredInsufficient · 4
$18,50064,852 mi

Comparison: 4 similar vehicles

Bucyrus, KS

2018 Toyota Avalon XLE

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

2018 Toyota Avalon XLE

Bucyrus, KS

Fair PriceLimited · 10
$18,990102,171 mi

Market: $9,995 – $23,732

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Bucyrus, KS

2017 Acura MDX Technology Package

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

2017 Acura MDX Technology Package

Bucyrus, KS

Unscored
$18,990111,041 mi

Comparison: 7 similar vehicles

Bucyrus, KS

2018 Mercedes-Benz GLS-Class GLS450

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

2018 Mercedes-Benz GLS-Class GLS450

Bucyrus, KS

Unscored
$19,000100,855 mi

Comparison: 7 similar vehicles

Bucyrus, KS

2018 Acura MDX Technology Package

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

2018 Acura MDX Technology Package

Bucyrus, KS

Fair PriceLimited · 19
$19,99096,581 mi

Market: $12,950 – $25,998

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Bucyrus, KS

2017 Ford Focus RS

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

2017 Ford Focus RS

Bucyrus, KS

UnscoredInsufficient · 0
$20,500130,706 mi

Bucyrus, KS

2017 Cadillac Escalade Luxury

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

2017 Cadillac Escalade Luxury

Bucyrus, KS

Fair PriceLimited · 12
$20,990114,989 mi

Market: $17,950 – $28,294

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 301 days listed (based on current market benchmarks)

Bucyrus, KS

2013 Chevrolet Avalanche LTZ

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

2013 Chevrolet Avalanche LTZ

Bucyrus, KS

UnscoredInsufficient · 0
$20,990104,271 mi

Bucyrus, KS

2019 RAM 1500 Classic Express

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

2019 RAM 1500 Classic Express

Bucyrus, KS

Fair PriceModerate · 23
$21,500114,379 mi

Market: $14,975 – $24,440

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Bucyrus, KS

2019 Acura MDX Advance Package

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

2019 Acura MDX Advance Package

Bucyrus, KS

Unscored
$21,990111,245 mi

Comparison: 6 similar vehicles

Bucyrus, KS

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

Bucyrus, KS

Unscored
$21,990112,762 mi

Comparison: 5 similar vehicles

Bucyrus, KS

2024 Kia Seltos S

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

2024 Kia Seltos S

Bucyrus, KS

Fair PriceLimited · 17
$22,80033,587 mi

Market: $19,901 – $23,599

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Bucyrus, KS

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Bucyrus, KS

Fair PriceModerate · 39
$23,400113,364 mi

Market: $18,663 – $30,187

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Bucyrus, KS

2019 Chevrolet Silverado 1500 LT

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

2019 Chevrolet Silverado 1500 LT

Bucyrus, KS

Fair PriceModerate · 48
$23,990107,983 mi

Market: $17,249 – $31,690

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 563 days listed (based on current market benchmarks)

Bucyrus, KS

2016 Chevrolet Silverado 1500 High Country

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

2016 Chevrolet Silverado 1500 High Country

Bucyrus, KS

Unscored
$23,990119,794 mi

Comparison: 6 similar vehicles

Bucyrus, KS

2020 GMC Canyon Denali

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

2020 GMC Canyon Denali

Bucyrus, KS

Fair PriceLimited · 10
$24,000112,422 mi

Market: $22,949 – $31,496

Comparison: 10 similar vehicles

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

Bucyrus, KS

No Photo

2016 Chevrolet Silverado 1500 LTZ

Bucyrus, KS

Fair PriceLimited · 18
$24,50092,935 mi

Market: $12,959 – $41,959

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Bucyrus, KS

2019 Acura MDX Technology & A-Spec Package

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

2019 Acura MDX Technology & A-Spec Package

Bucyrus, KS

UnscoredInsufficient · 0
$24,99075,451 mi

Bucyrus, KS

2018 Chevrolet Suburban LT

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

2018 Chevrolet Suburban LT

Bucyrus, KS

Unscored
$24,990108,792 mi

Comparison: 9 similar vehicles

Bucyrus, KS

2018 Chevrolet Silverado 1500 LTZ Z71

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

2018 Chevrolet Silverado 1500 LTZ Z71

Bucyrus, KS

Unscored
$24,990110,452 mi

Comparison: 6 similar vehicles

Bucyrus, KS

2017 Chevrolet Silverado 1500 LTZ

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

2017 Chevrolet Silverado 1500 LTZ

Bucyrus, KS

Fair PriceLimited · 12
$24,990109,044 mi

Market: $16,494 – $28,504

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 317 days listed (based on current market benchmarks)

Bucyrus, KS

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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