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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 7, 2026

7.1M+

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

108 listings found

2005 Ford Freestyle Limited

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

2005 Ford Freestyle Limited

North Bend, OR

UnscoredInsufficient · 0
$3,595179,083 mi

North Bend, OR

2005 MINI Cooper S

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

2005 MINI Cooper S

North Bend, OR

UnscoredInsufficient · 0
$5,495122,822 mi

North Bend, OR

2011 Nissan Murano SV

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

2011 Nissan Murano SV

North Bend, OR

UnscoredInsufficient · 0
$6,995168,701 mi

North Bend, OR

2017 Chevrolet Spark 2LT

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

2017 Chevrolet Spark 2LT

North Bend, OR

UnscoredInsufficient · 0
$7,999106,418 mi

North Bend, OR

2004 Ford Ranger XLT

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

2004 Ford Ranger XLT

North Bend, OR

UnscoredInsufficient · 0
$7,999164,631 mi

North Bend, OR

2008 Lincoln Town Car Signature Limited

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

2008 Lincoln Town Car Signature Limited

North Bend, OR

UnscoredInsufficient · 0
$8,49590,783 mi

North Bend, OR

2009 Jeep Wrangler X

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

2009 Jeep Wrangler X

North Bend, OR

UnscoredInsufficient · 3
$8,999149,753 mi

Comparison: 3 similar vehicles

North Bend, OR

2004 Jeep Wrangler SE

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

2004 Jeep Wrangler SE

North Bend, OR

UnscoredInsufficient · 0
$9,50091,230 mi

North Bend, OR

2004 Nissan Frontier XE

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

2004 Nissan Frontier XE

North Bend, OR

UnscoredInsufficient · 4
$9,995162,473 mi

Comparison: 4 similar vehicles

North Bend, OR

2008 Dodge Ram 1500 Pickup Laramie

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

2008 Dodge Ram 1500 Pickup Laramie

North Bend, OR

UnscoredInsufficient · 0
$10,995158,350 mi

North Bend, OR

2005 Nissan Frontier XE

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

2005 Nissan Frontier XE

North Bend, OR

UnscoredInsufficient · 0
$10,995108,425 mi

North Bend, OR

2015 Nissan Murano S

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

2015 Nissan Murano S

North Bend, OR

UnscoredInsufficient · 0
$11,899112,931 mi

North Bend, OR

2018 Hyundai Kona SEL

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

2018 Hyundai Kona SEL

North Bend, OR

UnscoredInsufficient · 4
$12,99994,606 mi

Comparison: 4 similar vehicles

North Bend, OR

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

North Bend, OR

Fair PriceModerate · 38
$13,99985,027 mi

Market: $7,995 – $14,912

Comparison: 38 similar vehicles

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

North Bend, OR

2015 Jeep Wrangler Sport

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

2015 Jeep Wrangler Sport

North Bend, OR

Unscored
$13,999100,754 mi

Comparison: 7 similar vehicles

North Bend, OR

2017 Jeep Wrangler Unlimited Sport

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

2017 Jeep Wrangler Unlimited Sport

North Bend, OR

Unscored
$14,999151,132 mi

Comparison: 24 similar vehicles

North Bend, OR

2017 Toyota Camry LE

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

2017 Toyota Camry LE

North Bend, OR

Fair PriceLimited · 19
$15,49995,349 mi

Market: $7,999 – $18,848

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, OR

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

North Bend, OR

Fair PriceLimited · 17
$17,99544,661 mi

Market: $15,871 – $19,995

Comparison: 17 similar vehicles

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

North Bend, OR

2003 Isuzu NQR

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

2003 Isuzu NQR

North Bend, OR

UnscoredInsufficient · 0
$18,99574,112 mi

North Bend, OR

2008 Dodge Ram 1500 Pickup ST

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

2008 Dodge Ram 1500 Pickup ST

North Bend, OR

UnscoredInsufficient · 0
$19,99538,391 mi

North Bend, OR

2023 Ford Maverick XL

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

2023 Ford Maverick XL

North Bend, OR

Unscored
$19,99995,120 mi

Comparison: 7 similar vehicles

North Bend, OR

2021 Jeep Wrangler Unlimited High Altitude 4XE

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

2021 Jeep Wrangler Unlimited High Altitude 4XE

North Bend, OR

Unscored
$19,999119,353 mi

Comparison: 8 similar vehicles

North Bend, OR

2016 Jeep Wrangler Black Bear

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

2016 Jeep Wrangler Black Bear

North Bend, OR

UnscoredInsufficient · 0
$19,99956,144 mi

North Bend, OR

2005 Chevrolet SSR LS

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

2005 Chevrolet SSR LS

North Bend, OR

UnscoredInsufficient · 0
$19,99967,714 mi

North Bend, OR

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

North Bend, OR

Fair PriceRobust · 151
$20,39764,992 mi

Market: $15,714 – $25,178

Comparison: 151 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 149 days listed (based on current market benchmarks)

North Bend, OR

2024 Hyundai Tucson SEL

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

2024 Hyundai Tucson SEL

North Bend, OR

Fair PriceLimited · 17
$20,69861,855 mi

Market: $18,773 – $22,789

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

North Bend, OR

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, OR

Fair PriceRobust · 84
$21,49753,316 mi

Market: $16,635 – $24,496

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

North Bend, OR

2025 Nissan Altima SV

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

2025 Nissan Altima SV

North Bend, OR

UnscoredInsufficient · 3
$21,49933,840 mi

Comparison: 3 similar vehicles

North Bend, OR

2024 Nissan Rogue S

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

2024 Nissan Rogue S

North Bend, OR

Fair PriceModerate · 27
$21,49950,710 mi

Market: $17,044 – $22,220

Comparison: 27 similar vehicles

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

North Bend, OR

2021 Jeep Grand Cherokee Summit

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

2021 Jeep Grand Cherokee Summit

North Bend, OR

UnscoredInsufficient · 0
$21,999107,151 mi

North Bend, OR

2019 Mercedes-Benz C-Class Sedan C300

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

2019 Mercedes-Benz C-Class Sedan C300

North Bend, OR

OverpricedLimited · 15
$21,99962,946 mi

Market: $12,995 – $20,738

Comparison: 15 similar vehicles

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

North Bend, OR

2015 Toyota Tacoma Base

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

2015 Toyota Tacoma Base

North Bend, OR

Fair PriceModerate · 30
$22,90098,714 mi

Market: $16,999 – $31,500

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

North Bend, OR

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

North Bend, OR

Fair PriceRobust · 66
$22,99995,326 mi

Market: $10,995 – $32,995

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

North Bend, OR

2025 Hyundai Kona SEL

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

2025 Hyundai Kona SEL

North Bend, OR

Fair PriceModerate · 38
$23,19540,343 mi

Market: $18,240 – $24,750

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

North Bend, OR

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, OR

OverpricedModerate · 25
$24,79529,246 mi

Market: $22,240 – $24,428

Comparison: 25 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

North Bend, OR

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

North Bend, OR

UnscoredInsufficient · 3
$24,995Mileage not verified

Comparison: 3 similar vehicles

North Bend, OR

2017 RAM 2500 Pickup Tradesman

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

2017 RAM 2500 Pickup Tradesman

North Bend, OR

Unscored
$24,99567,499 mi

Comparison: 8 similar vehicles

North Bend, OR

2021 Chevrolet Colorado Work Truck

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

2021 Chevrolet Colorado Work Truck

North Bend, OR

UnscoredInsufficient · 3
$24,99979,102 mi

Comparison: 3 similar vehicles

North Bend, OR

2021 INFINITI QX80 Base

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

2021 INFINITI QX80 Base

North Bend, OR

UnscoredInsufficient · 0
$24,99981,094 mi

North Bend, OR

2010 Mitsubishi Lancer Evolution GSR

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

2010 Mitsubishi Lancer Evolution GSR

North Bend, OR

UnscoredInsufficient · 0
$24,999112,342 mi

North Bend, OR

2024 Mazda CX-5 S Carbon Edition

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

2024 Mazda CX-5 S Carbon Edition

North Bend, OR

Fair PriceLimited · 19
$25,49952,740 mi

Market: $22,240 – $26,500

Comparison: 19 similar vehicles

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

North Bend, OR

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, OR

Unscored
$25,535Mileage not verified

Comparison: 8 similar vehicles

North Bend, OR

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, OR

Unscored
$26,425Mileage not verified

Comparison: 8 similar vehicles

North Bend, OR

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, OR

Unscored
$26,820Mileage not verified

Comparison: 8 similar vehicles

North Bend, OR

2017 Toyota Tacoma TRD Sport

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

2017 Toyota Tacoma TRD Sport

North Bend, OR

Fair PriceModerate · 24
$26,900117,300 mi

Market: $21,313 – $37,213

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

North Bend, OR

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

North Bend, OR

Fair PriceLimited · 11
$27,490Mileage not verified

Market: $26,459 – $28,255

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

North Bend, OR

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

North Bend, OR

Fair PriceLimited · 11
$27,490Mileage not verified

Market: $26,459 – $28,255

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

North Bend, OR

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

North Bend, OR

Fair PriceLimited · 11
$28,055Mileage not verified

Market: $26,459 – $28,255

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

North Bend, OR

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

North Bend, OR

OverpricedLimited · 11
$28,255Mileage not verified

Market: $26,459 – $28,055

Comparison: 11 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

North Bend, OR

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

North Bend, OR

Fair PriceRobust · 136
$28,825Mileage not verified

Market: $22,574 – $30,599

Comparison: 136 similar vehicles

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

North Bend, OR

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 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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