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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 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

141 listings found

2001 GMC Yukon XL Base

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

2001 GMC Yukon XL Base

Kettle Falls, WA

UnscoredInsufficient · 0
$2,995266,701 mi

Kettle Falls, WA

2009 Subaru Forester 2.5X Premium Package

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

2009 Subaru Forester 2.5X Premium Package

Kettle Falls, WA

UnscoredInsufficient · 0
$3,495249,440 mi

Kettle Falls, WA

2005 Hyundai Santa Fe GLS

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

2005 Hyundai Santa Fe GLS

Kettle Falls, WA

UnscoredInsufficient · 0
$3,495147,379 mi

Kettle Falls, WA

2008 Honda CR-V EX

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

2008 Honda CR-V EX

Kettle Falls, WA

UnscoredInsufficient · 3
$4,500285,852 mi

Comparison: 3 similar vehicles

Kettle Falls, WA

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Kettle Falls, WA

UnscoredLimited · 12
$4,900218,000 mi

Comparison: 12 similar vehicles

Kettle Falls, WA

2005 Ford Expedition XLT

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

2005 Ford Expedition XLT

Colville, WA

UnscoredInsufficient · 0
$4,980275,785 mi

Colville, WA

2001 Jeep Grand Cherokee LAREDO

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

2001 Jeep Grand Cherokee LAREDO

Kettle Falls, WA

UnscoredInsufficient · 0
$5,500110,164 mi

Kettle Falls, WA

2016 Ford Escape SE

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

2016 Ford Escape SE

Kettle Falls, WA

UnscoredLimited · 10
$5,900150,000 mi

Comparison: 10 similar vehicles

Kettle Falls, WA

2004 Lexus RX 330

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

2004 Lexus RX 330

Kettle Falls, WA

UnscoredInsufficient · 4
$5,900142,146 mi

Comparison: 4 similar vehicles

Kettle Falls, WA

2008 Chevrolet Suburban LT

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

2008 Chevrolet Suburban LT

Colville, WA

UnscoredInsufficient · 0
$5,980320,200 mi

Colville, WA

2002 Toyota 4Runner SR5

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

2002 Toyota 4Runner SR5

Kettle Falls, WA

UnscoredInsufficient · 0
$5,995169,226 mi

Kettle Falls, WA

2014 Subaru Forester i Limited

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

2014 Subaru Forester i Limited

Kettle Falls, WA

UnscoredInsufficient · 4
$6,500193,359 mi

Comparison: 4 similar vehicles

Kettle Falls, WA

2015 Jeep Renegade Limited

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

2015 Jeep Renegade Limited

Kettle Falls, WA

UnscoredInsufficient · 0
$7,500152,354 mi

Kettle Falls, WA

2016 GMC Acadia SLT-1

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

2016 GMC Acadia SLT-1

Colville, WA

UnscoredInsufficient · 0
$7,980179,665 mi

Colville, WA

2020 Hyundai Kona SE

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

2020 Hyundai Kona SE

Kettle Falls, WA

UnscoredInsufficient · 0
$8,900162,220 mi

Kettle Falls, WA

2016 Nissan Pathfinder SV

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

2016 Nissan Pathfinder SV

Colville, WA

UnscoredInsufficient · 0
$8,980125,561 mi

Colville, WA

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Colville, WA

UnscoredInsufficient · 0
$8,980168,628 mi

Colville, WA

2013 GMC Terrain SLT-2

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

2013 GMC Terrain SLT-2

Colville, WA

UnscoredInsufficient · 0
$9,980164,320 mi

Colville, WA

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Colville, WA

UnscoredInsufficient · 3
$10,480114,444 mi

Comparison: 3 similar vehicles

Colville, WA

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Colville, WA

UnscoredInsufficient · 4
$10,980103,299 mi

Comparison: 4 similar vehicles

Colville, WA

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Colville, WA

UnscoredLimited · 18
$11,480177,404 mi

Comparison: 18 similar vehicles

Colville, WA

2011 GMC Terrain SLT-1

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

2011 GMC Terrain SLT-1

Colville, WA

UnscoredInsufficient · 0
$11,98096,458 mi

Colville, WA

2005 Jeep Wrangler Sport

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

2005 Jeep Wrangler Sport

Colville, WA

UnscoredInsufficient · 0
$12,980137,638 mi

Colville, WA

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Colville, WA

UnscoredLimited · 6
$13,691127,061 mi

Comparison: 6 similar vehicles

Colville, WA

2018 Chevrolet Equinox Premier

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

2018 Chevrolet Equinox Premier

Colville, WA

Fair PriceLimited · 10
$13,980118,336 mi

Market: $12,391 – $13,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Colville, WA

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Colville, WA

UnscoredLimited · 5
$15,195116,427 mi

Comparison: 5 similar vehicles

Colville, WA

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Colville, WA

UnscoredInsufficient · 3
$15,98078,790 mi

Comparison: 3 similar vehicles

Colville, WA

2007 Toyota 4Runner SR5

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

2007 Toyota 4Runner SR5

Colville, WA

UnscoredInsufficient · 0
$17,051153,375 mi

Colville, WA

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Colville, WA

UnscoredInsufficient · 0
$17,58044,847 mi

Colville, WA

2013 Chevrolet Tahoe LTZ

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

2013 Chevrolet Tahoe LTZ

Colville, WA

UnscoredInsufficient · 0
$18,980109,024 mi

Colville, WA

2016 Jeep Wrangler Unlimited Sport

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

2016 Jeep Wrangler Unlimited Sport

Colville, WA

UnscoredInsufficient · 0
$19,73168,522 mi

Colville, WA

2017 Chevrolet Tahoe Premier

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

2017 Chevrolet Tahoe Premier

Cusick, WA

UnscoredLimited · 8
$20,750155,008 mi

Comparison: 8 similar vehicles

Cusick, WA

2023 Mazda CX-30 Select

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

2023 Mazda CX-30 Select

Colville, WA

UnscoredInsufficient · 0
$21,98063,722 mi

Colville, WA

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Colville, WA

UnscoredInsufficient · 0
$21,98045,510 mi

Colville, WA

2022 Ford Edge SE

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

2022 Ford Edge SE

Colville, WA

UnscoredInsufficient · 0
$22,98083,638 mi

Colville, WA

2021 Jeep Grand Cherokee Altitude

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

2021 Jeep Grand Cherokee Altitude

Colville, WA

UnscoredInsufficient · 0
$23,98092,486 mi

Colville, WA

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Colville, WA

UnscoredLimited · 7
$24,98047,003 mi

Comparison: 7 similar vehicles

Colville, WA

2019 Mazda CX-9 Touring

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

2019 Mazda CX-9 Touring

Colville, WA

UnscoredInsufficient · 0
$24,99946,192 mi

Colville, WA

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Colville, WA

OverpricedLimited · 18
$25,98036,178 mi

Market: $20,998 – $25,970

Comparison: 18 similar vehicles

Colville, WA

2020 GMC Acadia AT4

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

2020 GMC Acadia AT4

Colville, WA

UnscoredInsufficient · 0
$25,98091,562 mi

Colville, WA

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Colville, WA

Fair PriceModerate · 48
$26,250Mileage not verified

Market: $23,241 – $30,026

Comparison: 48 similar vehicles

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

Colville, WA

2021 Chevrolet Blazer RS

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

2021 Chevrolet Blazer RS

Colville, WA

UnscoredInsufficient · 0
$26,90276,900 mi

Colville, WA

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Colville, WA

UnscoredInsufficient · 0
$26,98023,167 mi

Colville, WA

2024 Mazda CX-30 Select Sport

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

2024 Mazda CX-30 Select Sport

Colville, WA

UnscoredInsufficient · 0
$26,98039,949 mi

Colville, WA

2022 Chevrolet Equinox RS

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

2022 Chevrolet Equinox RS

Colville, WA

UnscoredInsufficient · 0
$26,98025,852 mi

Colville, WA

2018 Jeep Wrangler Unlimited Sahara

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

2018 Jeep Wrangler Unlimited Sahara

Cusick, WA

UnscoredInsufficient · 0
$27,25052,158 mi

Cusick, WA

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Colville, WA

Fair PriceModerate · 48
$27,490Mileage not verified

Market: $23,241 – $30,026

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Colville, WA

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Colville, WA

Fair PriceModerate · 48
$27,490Mileage not verified

Market: $23,241 – $30,026

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Colville, WA

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Colville, WA

Fair PriceModerate · 37
$27,490Mileage not verified

Market: $25,228 – $30,235

Comparison: 37 similar vehicles

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

Colville, WA

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Colville, WA

UnscoredLimited · 9
$27,98055,197 mi

Comparison: 9 similar vehicles

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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