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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 22, 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

125 listings found

2011 Ford Ranger Sport

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

2011 Ford Ranger Sport

Omak, WA

UnscoredLimited · 5
$17,99591,048 mi

Comparison: 5 similar vehicles

Omak, WA

2019 Chevrolet Silverado 1500 Work Truck

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

2019 Chevrolet Silverado 1500 Work Truck

Omak, WA

UnscoredLimited · 12
$18,195140,236 mi

Comparison: 12 similar vehicles

Omak, WA

2005 Ford F-350 Super Duty Lariat

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

2005 Ford F-350 Super Duty Lariat

Omak, WA

UnscoredModerate · 33
$19,195132,404 mi

Comparison: 33 similar vehicles

Omak, WA

2015 GMC Canyon SLT

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

2015 GMC Canyon SLT

Omak, WA

UnscoredLimited · 6
$19,99595,336 mi

Comparison: 6 similar vehicles

Omak, WA

2009 Chevrolet Silverado 3500 LT

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

2009 Chevrolet Silverado 3500 LT

Grand Coulee, WA

UnscoredInsufficient · 0
$20,195135,010 mi

Grand Coulee, WA

2013 Toyota Tundra Platinum

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

2013 Toyota Tundra Platinum

Omak, WA

UnscoredInsufficient · 4
$21,995164,986 mi

Comparison: 4 similar vehicles

Omak, WA

2012 Toyota Tacoma Base

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

2012 Toyota Tacoma Base

Omak, WA

UnscoredModerate · 25
$22,131121,759 mi

Comparison: 25 similar vehicles

Omak, WA

2016 RAM 1500 Laramie

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

2016 RAM 1500 Laramie

Omak, WA

UnscoredLimited · 8
$23,198102,330 mi

Comparison: 8 similar vehicles

Omak, WA

2021 Ford Ranger XLT

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

2021 Ford Ranger XLT

Omak, WA

Fair PriceModerate · 21
$23,995107,266 mi

Market: $21,998 – $27,777

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Omak, WA

2019 Ford Ranger XLT

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

2019 Ford Ranger XLT

Omak, WA

Fair PriceModerate · 30
$23,99593,919 mi

Market: $11,999 – $28,195

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

Omak, WA

2014 RAM 1500 Pickup Sport

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

2014 RAM 1500 Pickup Sport

Omak, WA

OverpricedModerate · 20
$24,99580,223 mi

Market: $6,800 – $21,597

Comparison: 20 similar vehicles

Priced ~16% above the typical market range for similar vehicles (based on current market benchmarks)

Omak, WA

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

Omak, WA

OverpricedModerate · 23
$26,19571,810 mi

Market: $12,695 – $18,010

Comparison: 23 similar vehicles

Priced ~45% above the typical market range for similar vehicles (based on current market benchmarks)

Omak, WA

2017 Toyota Tacoma TRD Off Road

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

2017 Toyota Tacoma TRD Off Road

Omak, WA

Fair PriceModerate · 41
$26,99587,782 mi

Market: $20,499 – $88,866

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

Omak, WA

2019 Ford Ranger XLT

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

2019 Ford Ranger XLT

Omak, WA

OverpricedModerate · 30
$28,19563,476 mi

Market: $11,999 – $26,695

Comparison: 30 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Omak, 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

Omak, WA

Fair PriceModerate · 46
$29,99598,022 mi

Market: $22,999 – $35,888

Comparison: 46 similar vehicles

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

Omak, WA

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Grand Coulee, WA

Fair PriceModerate · 33
$31,04999,228 mi

Market: $17,995 – $39,971

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Grand Coulee, WA

2021 Ford Ranger XLT

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

2021 Ford Ranger XLT

Omak, WA

UnscoredInsufficient · 0
$31,19814,047 mi

Omak, 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

Omak, WA

Fair PriceModerate · 46
$31,99582,325 mi

Market: $22,999 – $35,888

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Omak, WA

2020 Chevrolet Silverado 1500 LT

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

2020 Chevrolet Silverado 1500 LT

Omak, WA

UnscoredInsufficient · 0
$32,19549,588 mi

Omak, WA

2017 Chevrolet Silverado 3500HD High Country

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

2017 Chevrolet Silverado 3500HD High Country

Omak, WA

UnscoredLimited · 10
$32,195181,549 mi

Comparison: 10 similar vehicles

Omak, WA

2025 Hyundai Santa Cruz SEL

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

2025 Hyundai Santa Cruz SEL

Omak, WA

OverpricedModerate · 31
$32,99514,016 mi

Market: $25,782 – $29,416

Comparison: 31 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Omak, WA

2022 Chevrolet Silverado 1500 Limited LT

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

2022 Chevrolet Silverado 1500 Limited LT

Omak, WA

OverpricedLimited · 14
$33,19576,412 mi

Market: $12,995 – $31,447

Comparison: 14 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Omak, WA

2020 Chevrolet Silverado 1500 LT

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

2020 Chevrolet Silverado 1500 LT

Omak, WA

Fair PriceRobust · 82
$33,19587,096 mi

Market: $19,195 – $36,547

Comparison: 82 similar vehicles

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

Omak, WA

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Grand Coulee, WA

Fair PriceRobust · 132
$33,750Mileage not verified

Market: $26,977 – $35,220

Comparison: 132 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Grand Coulee, WA

2018 Toyota Tacoma TRD Pro

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

2018 Toyota Tacoma TRD Pro

Omak, WA

UnscoredInsufficient · 0
$34,199107,519 mi

Omak, WA

2024 Hyundai Santa Cruz Limited

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

2024 Hyundai Santa Cruz Limited

Tonasket, WA

UnscoredInsufficient · 0
$34,50030,328 mi

Tonasket, WA

2021 Toyota Tacoma TRD Sport

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

2021 Toyota Tacoma TRD Sport

Omak, WA

UnscoredLimited · 5
$34,99892,250 mi

Comparison: 5 similar vehicles

Omak, WA

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

Omak, WA

UnscoredInsufficient · 3
$35,09060,936 mi

Comparison: 3 similar vehicles

Omak, WA

2023 Ford Maverick Lariat

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

2023 Ford Maverick Lariat

Grand Coulee, WA

UnscoredInsufficient · 0
$35,65517,074 mi

Grand Coulee, WA

2016 RAM 3500 Pickup Laramie

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

2016 RAM 3500 Pickup Laramie

Omak, WA

Fair PriceLimited · 10
$36,190119,949 mi

Market: $36,995 – $43,881

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 23 days listed (based on current market benchmarks)

Omak, WA

2013 Ford F-250 Super Duty Lariat

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

2013 Ford F-250 Super Duty Lariat

Grand Coulee, WA

UnscoredLimited · 5
$36,76390,307 mi

Comparison: 5 similar vehicles

Grand Coulee, WA

2022 Chevrolet Silverado 1500 Limited LT

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

2022 Chevrolet Silverado 1500 Limited LT

Omak, WA

UnscoredInsufficient · 0
$37,19539,649 mi

Omak, WA

2020 GMC Sierra 1500 Denali

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

2020 GMC Sierra 1500 Denali

Omak, WA

Fair PriceLimited · 10
$37,19584,302 mi

Market: $29,779 – $41,690

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 253 days listed (based on current market benchmarks)

Omak, WA

2022 RAM 1500 Laramie

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

2022 RAM 1500 Laramie

Tonasket, WA

UnscoredLimited · 8
$38,99063,960 mi

Comparison: 8 similar vehicles

Tonasket, WA

2021 Ford F-250 Super Duty XLT

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

2021 Ford F-250 Super Duty XLT

Grand Coulee, WA

UnscoredInsufficient · 4
$39,19560,030 mi

Comparison: 4 similar vehicles

Grand Coulee, WA

2022 RAM 2500 Pickup Big Horn

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

2022 RAM 2500 Pickup Big Horn

Omak, WA

UnscoredInsufficient · 0
$39,19872,813 mi

Omak, 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

Tonasket, WA

UnscoredLimited · 9
$39,86071,276 mi

Comparison: 9 similar vehicles

Tonasket, WA

2022 Ford F-250 Super Duty XLT

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

2022 Ford F-250 Super Duty XLT

Grand Coulee, WA

Fair PriceModerate · 28
$40,17771,363 mi

Market: $30,999 – $88,866

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Grand Coulee, WA

2019 Chevrolet Silverado 1500 High Country

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

2019 Chevrolet Silverado 1500 High Country

Omak, WA

Fair PriceModerate · 36
$40,19570,797 mi

Market: $25,995 – $46,122

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 200 days listed (based on current market benchmarks)

Omak, WA

2024 Ford Ranger Lariat

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

2024 Ford Ranger Lariat

Grand Coulee, WA

UnscoredInsufficient · 0
$40,5767,726 mi

Grand Coulee, WA

2026 Ford Maverick Tremor

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

2026 Ford Maverick Tremor

Grand Coulee, WA

Fair PriceRobust · 81
$40,840Mileage not verified

Market: $37,811 – $45,179

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Grand Coulee, WA

2021 Toyota Tacoma SR

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

2021 Toyota Tacoma SR

Tonasket, WA

UnscoredInsufficient · 0
$40,89045,845 mi

Tonasket, WA

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Grand Coulee, WA

UnscoredInsufficient · 3
$41,330Mileage not verified

Comparison: 3 similar vehicles

Grand Coulee, WA

2020 GMC Sierra 1500 Denali

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

2020 GMC Sierra 1500 Denali

Tonasket, WA

UnscoredLimited · 7
$41,69078,535 mi

Comparison: 7 similar vehicles

Tonasket, WA

2025 Toyota Tacoma TRD Sport

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

2025 Toyota Tacoma TRD Sport

Omak, WA

UnscoredInsufficient · 0
$42,19534,206 mi

Omak, WA

2026 Chevrolet Colorado Trail Boss

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

2026 Chevrolet Colorado Trail Boss

Omak, WA

UnscoredInsufficient · 0
$42,560Mileage not verified

Omak, WA

2025 Ford F-150 XLT

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

2025 Ford F-150 XLT

Grand Coulee, WA

Fair PriceRobust · 123
$43,17716,088 mi

Market: $37,452 – $50,598

Comparison: 123 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Grand Coulee, WA

2021 RAM 2500 Pickup Big Horn

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

2021 RAM 2500 Pickup Big Horn

Omak, WA

Fair PriceLimited · 16
$43,19871,004 mi

Market: $31,488 – $48,187

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Omak, WA

2022 RAM 3500 Pickup Tradesman

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

2022 RAM 3500 Pickup Tradesman

Grand Coulee, WA

UnscoredInsufficient · 4
$43,68072,698 mi

Comparison: 4 similar vehicles

Grand Coulee, WA

2024 Toyota Tacoma TRD Off Road

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

2024 Toyota Tacoma TRD Off Road

Omak, WA

Fair PriceModerate · 30
$43,99527,625 mi

Market: $39,451 – $88,866

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Omak, 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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