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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 10, 2026

7.3M+

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

109 listings found

2012 Mercedes-Benz E-Class E350 Luxury

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

2012 Mercedes-Benz E-Class E350 Luxury

North Bend, WA

Unscored
$9,49587,804 mi

Comparison: 6 similar vehicles

North Bend, WA

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

North Bend, WA

Fair PriceLimited · 10
$9,89973,762 mi

Market: $2,400 – $10,495

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

North Bend, WA

2014 Ford Mustang V6

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

2014 Ford Mustang V6

North Bend, WA

UnscoredInsufficient · 3
$9,995146,409 mi

Comparison: 3 similar vehicles

North Bend, WA

2013 Subaru Outback Base

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

2013 Subaru Outback Base

North Bend, WA

Unscored
$10,49591,014 mi

Comparison: 6 similar vehicles

North Bend, WA

2012 Mercedes-Benz GL-Class GL450

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

2012 Mercedes-Benz GL-Class GL450

North Bend, WA

UnscoredInsufficient · 4
$10,75094,350 mi

Comparison: 4 similar vehicles

North Bend, WA

2012 Honda Civic LX

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

2012 Honda Civic LX

North Bend, WA

Fair PriceLimited · 17
$10,99584,463 mi

Market: $4,700 – $11,000

Comparison: 17 similar vehicles

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

North Bend, WA

2014 Subaru Forester i Touring

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

2014 Subaru Forester i Touring

North Bend, WA

UnscoredInsufficient · 3
$10,998125,790 mi

Comparison: 3 similar vehicles

North Bend, WA

2011 Jeep Wrangler Unlimited Sport

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

2011 Jeep Wrangler Unlimited Sport

North Bend, WA

UnscoredInsufficient · 3
$13,493127,901 mi

Comparison: 3 similar vehicles

North Bend, WA

2022 Chevrolet Traverse High Country

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

2022 Chevrolet Traverse High Country

North Bend, WA

UnscoredInsufficient · 0
$13,991161,309 mi

North Bend, WA

2019 Subaru Ascent Limited

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

2019 Subaru Ascent Limited

North Bend, WA

Unscored
$13,995125,973 mi

Comparison: 16 similar vehicles

North Bend, WA

2019 Nissan Altima SV

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

2019 Nissan Altima SV

North Bend, WA

Fair PriceLimited · 14
$14,25073,663 mi

Market: $13,525 – $17,195

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

North Bend, WA

2016 Honda CR-V EX

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

2016 Honda CR-V EX

North Bend, WA

Unscored
$14,369103,147 mi

Comparison: 9 similar vehicles

North Bend, WA

2020 Nissan Altima S

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

2020 Nissan Altima S

North Bend, WA

UnscoredInsufficient · 0
$14,49553,740 mi

North Bend, WA

2022 Volkswagen ID.4 PRO S

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

2022 Volkswagen ID.4 PRO S

North Bend, WA

Unscored
$15,190119,929 mi

Comparison: 5 similar vehicles

North Bend, WA

2024 Chevrolet Trax RS

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

2024 Chevrolet Trax RS

North Bend, WA

UnscoredInsufficient · 0
$15,50054,363 mi

North Bend, WA

2018 Toyota C-HR XLE

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

2018 Toyota C-HR XLE

North Bend, WA

Fair PriceLimited · 16
$15,79167,126 mi

Market: $15,987 – $17,579

Comparison: 16 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 82 days listed (based on current market benchmarks)

North Bend, WA

2018 BMW 4 Series 430i

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

2018 BMW 4 Series 430i

North Bend, WA

UnscoredInsufficient · 0
$18,50057,566 mi

North Bend, WA

2019 Honda Civic LX

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

2019 Honda Civic LX

North Bend, WA

Unscored
$18,85966,328 mi

Comparison: 5 similar vehicles

North Bend, WA

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

North Bend, WA

Fair PriceModerate · 22
$18,99152,423 mi

Market: $16,900 – $20,191

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

North Bend, WA

2018 Jeep All-New Wrangler Unlimited Sport S

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

2018 Jeep All-New Wrangler Unlimited Sport S

North Bend, WA

UnscoredInsufficient · 3
$18,99179,905 mi

Comparison: 3 similar vehicles

North Bend, WA

2016 Jeep Wrangler Unlimited Rubicon

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

2016 Jeep Wrangler Unlimited Rubicon

North Bend, WA

Unscored
$18,99191,786 mi

Comparison: 7 similar vehicles

North Bend, WA

2019 Subaru Crosstrek Limited

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

2019 Subaru Crosstrek Limited

North Bend, WA

Fair PriceLimited · 11
$19,44777,285 mi

Market: $19,979 – $20,888

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 17 days listed (based on current market benchmarks)

North Bend, WA

2019 Subaru Crosstrek Premium

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

2019 Subaru Crosstrek Premium

North Bend, WA

Unscored
$19,49550,039 mi

Comparison: 6 similar vehicles

North Bend, WA

2022 Ford Bronco Sport Outer Banks

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

2022 Ford Bronco Sport Outer Banks

North Bend, WA

Fair PriceLimited · 15
$19,91277,224 mi

Market: $13,600 – $21,100

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

North Bend, WA

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

North Bend, WA

Fair PriceModerate · 31
$19,99187,879 mi

Market: $6,998 – $24,999

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

North Bend, WA

2015 GMC Yukon SLT

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

2015 GMC Yukon SLT

North Bend, WA

UnscoredInsufficient · 3
$20,79093,139 mi

Comparison: 3 similar vehicles

North Bend, WA

2023 Chevrolet TrailBlazer RS

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

2023 Chevrolet TrailBlazer RS

North Bend, WA

UnscoredInsufficient · 0
$20,99044,057 mi

North Bend, WA

2022 Kia Sportage EX

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

2022 Kia Sportage EX

North Bend, WA

UnscoredInsufficient · 0
$21,50022,726 mi

North Bend, WA

2020 Tesla Model 3 Base

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

2020 Tesla Model 3 Base

North Bend, WA

Fair PriceLimited · 19
$21,695112,468 mi

Market: $17,740 – $28,900

Comparison: 19 similar vehicles

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

North Bend, WA

2023 Volkswagen ID.4 PRO S

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

2023 Volkswagen ID.4 PRO S

North Bend, WA

Fair PriceModerate · 27
$21,75020,881 mi

Market: $22,093 – $26,699

Comparison: 27 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 122 days listed (based on current market benchmarks)

North Bend, WA

2023 Tesla Model 3 Base

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

2023 Tesla Model 3 Base

North Bend, WA

Fair PriceLimited · 11
$21,75060,662 mi

Market: $13,900 – $24,991

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

North Bend, 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

North Bend, WA

Unscored
$22,500149,003 mi

Comparison: 5 similar vehicles

North Bend, WA

2019 GMC Yukon XL SLT

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

2019 GMC Yukon XL SLT

North Bend, WA

Unscored
$22,895121,857 mi

Comparison: 6 similar vehicles

North Bend, WA

2025 Chevrolet Equinox EV LT

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

2025 Chevrolet Equinox EV LT

North Bend, WA

UnscoredInsufficient · 0
$22,99111,954 mi

North Bend, WA

2025 Mazda CX-5 S Select Package

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

2025 Mazda CX-5 S Select Package

North Bend, WA

Unscored
$22,99139,374 mi

Comparison: 24 similar vehicles

North Bend, WA

2024 Chevrolet Equinox EV LT

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

2024 Chevrolet Equinox EV LT

North Bend, WA

Fair PriceModerate · 32
$22,99116,417 mi

Market: $23,700 – $27,695

Comparison: 32 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 123 days listed (based on current market benchmarks)

North Bend, WA

2023 Toyota Corolla Cross L

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

2023 Toyota Corolla Cross L

North Bend, WA

UnscoredInsufficient · 0
$23,18045,350 mi

North Bend, WA

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

North Bend, WA

Fair PriceLimited · 18
$23,93126,173 mi

Market: $22,299 – $28,700

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 157 days listed (based on current market benchmarks)

North Bend, WA

2023 Hyundai IONIQ 5 SEL

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

2023 Hyundai IONIQ 5 SEL

North Bend, WA

Unscored
$24,29570,157 mi

Comparison: 6 similar vehicles

North Bend, 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

North Bend, WA

Unscored
$24,79097,777 mi

Comparison: 8 similar vehicles

North Bend, WA

2018 Chevrolet Tahoe LT

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

2018 Chevrolet Tahoe LT

North Bend, WA

UnscoredInsufficient · 4
$24,89985,783 mi

Comparison: 4 similar vehicles

North Bend, WA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

North Bend, WA

Fair PriceRobust · 61
$25,035Mileage not verified

Market: $21,695 – $26,530

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

North Bend, WA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

North Bend, WA

Fair PriceRobust · 61
$25,035Mileage not verified

Market: $21,695 – $26,530

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

North Bend, WA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

North Bend, WA

Fair PriceRobust · 61
$25,035Mileage not verified

Market: $21,695 – $26,530

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

North Bend, WA

2022 Subaru BRZ Limited

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

2022 Subaru BRZ Limited

North Bend, WA

UnscoredInsufficient · 0
$25,99523,914 mi

North Bend, WA

2019 Tesla Model 3 Long Range

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

2019 Tesla Model 3 Long Range

North Bend, WA

Unscored
$25,99555,514 mi

Comparison: 5 similar vehicles

North Bend, WA

2021 Chevrolet Blazer RS

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

2021 Chevrolet Blazer RS

North Bend, WA

UnscoredInsufficient · 0
$25,99977,962 mi

North Bend, WA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

North Bend, WA

Fair PriceRobust · 119
$26,131Mileage not verified

Market: $26,800 – $36,253

Comparison: 119 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 64 days listed (based on current market benchmarks)

North Bend, WA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

North Bend, WA

Fair PriceRobust · 61
$26,325Mileage not verified

Market: $21,695 – $26,530

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

North Bend, WA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

North Bend, WA

Fair PriceRobust · 119
$27,246Mileage not verified

Market: $26,131 – $36,253

Comparison: 119 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

North Bend, WA

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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