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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

109 listings found

1999 Ford F-150 XL

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

1999 Ford F-150 XL

Kettle Falls, WA

UnscoredInsufficient · 0
$2,850297,078 mi

Kettle Falls, WA

2005 Nissan Titan XE

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

2005 Nissan Titan XE

Kettle Falls, WA

UnscoredInsufficient · 0
$3,900319,351 mi

Kettle Falls, WA

2006 Dodge Dakota SLT

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

2006 Dodge Dakota SLT

Kettle Falls, WA

UnscoredLimited · 5
$5,900182,988 mi

Comparison: 5 similar vehicles

Kettle Falls, WA

2011 Chevrolet Avalanche LTZ

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

2011 Chevrolet Avalanche LTZ

Colville, WA

UnscoredInsufficient · 0
$9,980202,433 mi

Colville, WA

2008 Ford Explorer Sport Trac Limited

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

2008 Ford Explorer Sport Trac Limited

Colville, WA

UnscoredLimited · 5
$14,980134,590 mi

Comparison: 5 similar vehicles

Colville, WA

2014 Chevrolet Silverado 1500 LTZ

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

2014 Chevrolet Silverado 1500 LTZ

Colville, WA

UnscoredInsufficient · 0
$16,580143,377 mi

Colville, WA

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Colville, WA

UnscoredLimited · 19
$16,980154,288 mi

Comparison: 19 similar vehicles

Colville, WA

2011 Chevrolet Silverado 2500HD LTZ

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

2011 Chevrolet Silverado 2500HD LTZ

Colville, WA

UnscoredInsufficient · 0
$18,188251,368 mi

Colville, WA

2016 GMC Canyon SLE

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

2016 GMC Canyon SLE

Colville, WA

UnscoredInsufficient · 3
$18,980144,570 mi

Comparison: 3 similar vehicles

Colville, WA

2017 RAM 1500 Outdoorsman

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

2017 RAM 1500 Outdoorsman

Colville, WA

UnscoredInsufficient · 3
$19,480147,267 mi

Comparison: 3 similar vehicles

Colville, WA

2016 RAM 1500 SLT

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

2016 RAM 1500 SLT

Colville, WA

UnscoredInsufficient · 0
$19,980128,244 mi

Colville, WA

2012 Toyota Tundra Grade

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

2012 Toyota Tundra Grade

Colville, WA

UnscoredInsufficient · 0
$19,980168,193 mi

Colville, WA

2009 Ford F-350 Super Duty XL

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

2009 Ford F-350 Super Duty XL

Colville, WA

UnscoredInsufficient · 0
$19,980170,788 mi

Colville, WA

2014 Nissan Titan S

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

2014 Nissan Titan S

Colville, WA

UnscoredLimited · 5
$20,480123,918 mi

Comparison: 5 similar vehicles

Colville, WA

2015 RAM 2500 Pickup Tradesman

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

2015 RAM 2500 Pickup Tradesman

Colville, WA

UnscoredLimited · 18
$20,980196,001 mi

Comparison: 18 similar vehicles

Colville, WA

2015 RAM 1500 Outdoorsman

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

2015 RAM 1500 Outdoorsman

Colville, WA

UnscoredInsufficient · 0
$21,48088,396 mi

Colville, WA

2007 Dodge Ram 2500 Pickup ST

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

2007 Dodge Ram 2500 Pickup ST

Colville, WA

UnscoredInsufficient · 0
$21,980196,424 mi

Colville, WA

2006 GMC Sierra 3500 Work Truck

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

2006 GMC Sierra 3500 Work Truck

Colville, WA

UnscoredInsufficient · 0
$22,980188,980 mi

Colville, WA

2021 Chevrolet Silverado 1500 LT

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

2021 Chevrolet Silverado 1500 LT

Colville, WA

UnscoredLimited · 16
$26,980137,100 mi

Comparison: 16 similar vehicles

Colville, WA

2020 RAM 1500 Pickup Big Horn/Lone Star

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

2020 RAM 1500 Pickup Big Horn/Lone Star

Colville, WA

UnscoredLimited · 19
$26,980124,362 mi

Comparison: 19 similar vehicles

Colville, WA

2021 GMC Sierra 1500 Elevation

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

2021 GMC Sierra 1500 Elevation

Colville, WA

UnscoredLimited · 11
$27,980108,593 mi

Comparison: 11 similar vehicles

Colville, WA

2021 RAM 1500 Classic Warlock

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

2021 RAM 1500 Classic Warlock

Cusick, WA

UnscoredLimited · 6
$28,975101,403 mi

Comparison: 6 similar vehicles

Cusick, WA

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

Colville, WA

Fair PriceModerate · 22
$28,98095,564 mi

Market: $17,999 – $29,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Colville, WA

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Colville, WA

Fair PriceRobust · 50
$29,98098,640 mi

Market: $17,995 – $88,866

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Colville, WA

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

Colville, WA

UnscoredInsufficient · 0
$29,99845,180 mi

Colville, WA

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Colville, WA

UnscoredInsufficient · 3
$29,99995,077 mi

Comparison: 3 similar vehicles

Colville, WA

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Colville, WA

Fair PriceRobust · 50
$31,98097,135 mi

Market: $17,995 – $88,866

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Colville, WA

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Colville, WA

Fair PriceRobust · 50
$31,99980,765 mi

Market: $17,995 – $88,866

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 165 days listed (based on current market benchmarks)

Colville, WA

2019 GMC Sierra 1500 SLT

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

2019 GMC Sierra 1500 SLT

Colville, WA

Fair PriceLimited · 16
$32,98095,923 mi

Market: $20,999 – $36,999

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Colville, WA

2019 Chevrolet Silverado 1500 RST

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

2019 Chevrolet Silverado 1500 RST

Colville, WA

Fair PriceLimited · 16
$33,98063,293 mi

Market: $22,999 – $35,888

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Colville, WA

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Colville, WA

UnscoredInsufficient · 3
$34,98073,436 mi

Comparison: 3 similar vehicles

Colville, WA

2020 GMC Canyon Denali

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

2020 GMC Canyon Denali

Colville, WA

UnscoredInsufficient · 0
$35,48049,330 mi

Colville, WA

2023 Chevrolet Colorado Trail Boss

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

2023 Chevrolet Colorado Trail Boss

Colville, WA

UnscoredInsufficient · 0
$35,98030,804 mi

Colville, WA

2009 Dodge Ram 2500 Pickup SLT

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

2009 Dodge Ram 2500 Pickup SLT

Cusick, WA

UnscoredInsufficient · 0
$35,99954,346 mi

Cusick, WA

2022 Chevrolet Colorado ZR2

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

2022 Chevrolet Colorado ZR2

Colville, WA

UnscoredLimited · 6
$36,61534,963 mi

Comparison: 6 similar vehicles

Colville, WA

2020 Ford F-150 Lariat

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

2020 Ford F-150 Lariat

Colville, WA

UnscoredInsufficient · 0
$36,98056,165 mi

Colville, WA

2020 Chevrolet Silverado 2500HD LT

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

2020 Chevrolet Silverado 2500HD LT

Colville, WA

UnscoredInsufficient · 4
$36,98093,993 mi

Comparison: 4 similar vehicles

Colville, WA

2024 Chevrolet Silverado 1500 LT

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

2024 Chevrolet Silverado 1500 LT

Colville, WA

UnscoredInsufficient · 4
$37,98061,006 mi

Comparison: 4 similar vehicles

Colville, WA

2021 RAM 1500 Pickup Laramie

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

2021 RAM 1500 Pickup Laramie

Colville, WA

UnscoredInsufficient · 0
$37,98042,411 mi

Colville, WA

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Colville, WA

UnscoredInsufficient · 0
$37,98047,830 mi

Colville, WA

2021 Chevrolet Silverado 1500 LT Trail Boss

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

2021 Chevrolet Silverado 1500 LT Trail Boss

Colville, WA

Fair PriceModerate · 26
$37,98089,071 mi

Market: $28,781 – $38,999

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Colville, WA

2021 Chevrolet Silverado 1500 RST

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

2021 Chevrolet Silverado 1500 RST

Colville, WA

UnscoredInsufficient · 0
$38,04154,436 mi

Colville, WA

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Colville, WA

Fair PriceLimited · 16
$38,98071,559 mi

Market: $38,943 – $49,348

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Colville, WA

2026 Toyota Tacoma SR

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

2026 Toyota Tacoma SR

Colville, WA

Fair PriceLimited · 11
$39,124Mileage not verified

Market: $34,689 – $40,518

Comparison: 11 similar vehicles

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

Colville, WA

2026 Toyota Tacoma SR

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

2026 Toyota Tacoma SR

Colville, WA

Fair PriceLimited · 11
$39,124Mileage not verified

Market: $34,689 – $40,518

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Colville, WA

2020 Chevrolet Silverado 2500HD LT

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

2020 Chevrolet Silverado 2500HD LT

Colville, WA

UnscoredInsufficient · 4
$39,98096,590 mi

Comparison: 4 similar vehicles

Colville, WA

2015 Chevrolet Silverado 2500HD High Country

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

2015 Chevrolet Silverado 2500HD High Country

Colville, WA

UnscoredInsufficient · 0
$40,980106,300 mi

Colville, WA

2026 Toyota Tacoma SR5

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

2026 Toyota Tacoma SR5

Colville, WA

UnscoredInsufficient · 4
$42,131Mileage not verified

Comparison: 4 similar vehicles

Colville, WA

2025 Chevrolet Colorado Z71

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

2025 Chevrolet Colorado Z71

Colville, WA

UnscoredInsufficient · 4
$42,98016,229 mi

Comparison: 4 similar vehicles

Colville, WA

2022 Chevrolet Silverado 1500 Limited LT Trail Boss

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

2022 Chevrolet Silverado 1500 Limited LT Trail Boss

Colville, WA

UnscoredInsufficient · 0
$42,9805,900 mi

Colville, WA

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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