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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

207 listings found

2003 Nissan Frontier XE

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

2003 Nissan Frontier XE

Eureka, CA

UnscoredInsufficient · 0
$7,995212,870 mi

Eureka, CA

2004 Dodge Ram 1500 Pickup SLT

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

2004 Dodge Ram 1500 Pickup SLT

Eureka, CA

UnscoredInsufficient · 3
$8,995142,690 mi

Comparison: 3 similar vehicles

Eureka, CA

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Eureka, CA

UnscoredLimited · 5
$10,995112,355 mi

Comparison: 5 similar vehicles

Eureka, CA

2006 Nissan Titan XE

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

2006 Nissan Titan XE

Eureka, CA

UnscoredInsufficient · 0
$12,367136,501 mi

Eureka, CA

2010 Ford F-150 Lariat

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

2010 Ford F-150 Lariat

Eureka, CA

UnscoredInsufficient · 3
$12,995149,272 mi

Comparison: 3 similar vehicles

Eureka, CA

2005 Toyota Tundra Limited

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

2005 Toyota Tundra Limited

Eureka, CA

UnscoredInsufficient · 0
$14,988161,953 mi

Eureka, CA

2018 RAM 1500 Pickup Tradesman

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

2018 RAM 1500 Pickup Tradesman

Eureka, CA

UnscoredLimited · 7
$14,999Mileage not verified

Comparison: 7 similar vehicles

Eureka, CA

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Eureka, CA

UnscoredLimited · 5
$15,367159,535 mi

Comparison: 5 similar vehicles

Eureka, CA

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Eureka, CA

UnscoredInsufficient · 0
$15,767156,912 mi

Eureka, CA

2018 RAM 1500 Pickup SLT

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

2018 RAM 1500 Pickup SLT

Eureka, CA

UnscoredInsufficient · 0
$16,790115,205 mi

Eureka, CA

2011 Nissan Titan PRO-4X

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

2011 Nissan Titan PRO-4X

Eureka, CA

UnscoredInsufficient · 0
$17,172156,220 mi

Eureka, CA

2009 Dodge Ram 2500 Pickup ST

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

2009 Dodge Ram 2500 Pickup ST

Eureka, CA

UnscoredInsufficient · 0
$18,17271,062 mi

Eureka, CA

2012 Honda Ridgeline RTL

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

2012 Honda Ridgeline RTL

Eureka, CA

UnscoredInsufficient · 0
$18,667137,667 mi

Eureka, CA

2022 Ford Maverick XLT

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

2022 Ford Maverick XLT

Eureka, CA

UnscoredLimited · 6
$18,798108,787 mi

Comparison: 6 similar vehicles

Eureka, CA

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

Fortuna, CA

UnscoredInsufficient · 0
$19,99534,859 mi

Fortuna, CA

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Eureka, CA

UnscoredLimited · 5
$20,172134,239 mi

Comparison: 5 similar vehicles

Eureka, CA

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Eureka, CA

UnscoredLimited · 10
$21,067129,295 mi

Comparison: 10 similar vehicles

Eureka, CA

2018 Toyota Tacoma SR

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

2018 Toyota Tacoma SR

Eureka, CA

UnscoredLimited · 6
$21,98868,170 mi

Comparison: 6 similar vehicles

Eureka, CA

2019 RAM 1500 Classic SLT

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

2019 RAM 1500 Classic SLT

Eureka, CA

Fair PriceLimited · 13
$23,020102,207 mi

Market: $14,179 – $27,999

Comparison: 13 similar vehicles

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

Eureka, CA

2016 Chevrolet Colorado LT

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

2016 Chevrolet Colorado LT

Eureka, CA

UnscoredInsufficient · 4
$23,02081,345 mi

Comparison: 4 similar vehicles

Eureka, CA

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

Eureka, CA

UnscoredModerate · 38
$23,590122,391 mi

Comparison: 38 similar vehicles

Eureka, CA

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

Eureka, CA

UnscoredInsufficient · 4
$24,18878,971 mi

Comparison: 4 similar vehicles

Eureka, CA

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

Eureka, CA

Fair PriceModerate · 45
$24,18898,557 mi

Market: $11,822 – $30,550

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Eureka, CA

2018 RAM 1500 Pickup Tradesman

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

2018 RAM 1500 Pickup Tradesman

Eureka, CA

UnscoredLimited · 7
$25,52066,852 mi

Comparison: 7 similar vehicles

Eureka, CA

2017 GMC Sierra 1500 SLE

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

2017 GMC Sierra 1500 SLE

Eureka, CA

UnscoredInsufficient · 0
$25,92182,252 mi

Eureka, CA

2023 Honda Ridgeline RTL-E

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

2023 Honda Ridgeline RTL-E

Eureka, CA

UnscoredLimited · 6
$27,11780,549 mi

Comparison: 6 similar vehicles

Eureka, CA

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Eureka, CA

Fair PriceRobust · 77
$27,18887,198 mi

Market: $11,775 – $31,385

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 357 days listed (based on current market benchmarks)

Eureka, CA

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Fortuna, CA

UnscoredModerate · 35
$27,995123,300 mi

Comparison: 35 similar vehicles

Fortuna, CA

2024 RAM 1500 Classic SLT

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

2024 RAM 1500 Classic SLT

Eureka, CA

UnscoredLimited · 7
$28,52038,503 mi

Comparison: 7 similar vehicles

Eureka, CA

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

Eureka, CA

UnscoredInsufficient · 4
$28,52099,230 mi

Comparison: 4 similar vehicles

Eureka, CA

2022 RAM 1500 Classic SLT

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

2022 RAM 1500 Classic SLT

Eureka, CA

UnscoredInsufficient · 0
$29,42141,347 mi

Eureka, CA

2020 GMC Sierra 1500 SLT

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

2020 GMC Sierra 1500 SLT

Eureka, CA

UnscoredModerate · 21
$29,494132,340 mi

Comparison: 21 similar vehicles

Eureka, CA

2023 RAM 1500 Classic SLT

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

2023 RAM 1500 Classic SLT

Eureka, CA

UnscoredLimited · 5
$29,52046,815 mi

Comparison: 5 similar vehicles

Eureka, CA

2018 Toyota Tacoma TRD Off Road

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

2018 Toyota Tacoma TRD Off Road

Eureka, CA

UnscoredLimited · 16
$29,520129,716 mi

Comparison: 16 similar vehicles

Eureka, CA

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

Fortuna, CA

Fair PriceLimited · 16
$29,995115,417 mi

Market: $18,275 – $35,025

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Fortuna, CA

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Eureka, CA

UnscoredLimited · 6
$30,610Mileage not verified

Comparison: 6 similar vehicles

Eureka, CA

2024 RAM 1500 Classic Warlock

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

2024 RAM 1500 Classic Warlock

Eureka, CA

Fair PriceLimited · 12
$31,02048,687 mi

Market: $28,084 – $34,000

Comparison: 12 similar vehicles

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

Eureka, CA

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

Eureka, CA

Fair PriceModerate · 40
$31,18880,555 mi

Market: $17,531 – $39,193

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 411 days listed (based on current market benchmarks)

Eureka, CA

2020 Ford Ranger XLT

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

2020 Ford Ranger XLT

Eureka, CA

UnscoredInsufficient · 0
$31,39027,492 mi

Eureka, CA

2025 Ford Maverick XLT

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

2025 Ford Maverick XLT

Eureka, CA

UnscoredInsufficient · 0
$31,52027,304 mi

Eureka, CA

2024 Ford Maverick XLT

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

2024 Ford Maverick XLT

Eureka, CA

UnscoredInsufficient · 0
$31,52034,091 mi

Eureka, CA

2015 Chevrolet Silverado 2500HD LT

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

2015 Chevrolet Silverado 2500HD LT

Fortuna, CA

UnscoredLimited · 7
$31,99585,351 mi

Comparison: 7 similar vehicles

Fortuna, CA

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

Eureka, CA

Fair PriceModerate · 38
$32,11765,761 mi

Market: $21,275 – $34,990

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Eureka, CA

2025 Hyundai Santa Cruz XRT

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

2025 Hyundai Santa Cruz XRT

Eureka, CA

UnscoredInsufficient · 0
$32,29018,954 mi

Eureka, CA

2021 Ford F-250 Super Duty XL

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

2021 Ford F-250 Super Duty XL

Eureka, CA

UnscoredInsufficient · 4
$32,52063,544 mi

Comparison: 4 similar vehicles

Eureka, CA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Eureka, CA

Fair PriceLimited · 14
$32,960Mileage not verified

Market: $32,341 – $41,555

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Eureka, CA

2016 RAM 2500 Pickup Tradesman

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

2016 RAM 2500 Pickup Tradesman

Eureka, CA

Fair PriceModerate · 20
$33,000115,439 mi

Market: $14,767 – $50,079

Comparison: 20 similar vehicles

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

Eureka, CA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Eureka, CA

Fair PriceRobust · 80
$33,812Mileage not verified

Market: $31,072 – $35,899

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Eureka, CA

2019 RAM 1500 Pickup Rebel

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

2019 RAM 1500 Pickup Rebel

Eureka, CA

UnscoredLimited · 9
$34,18874,560 mi

Comparison: 9 similar vehicles

Eureka, CA

2024 Nissan Frontier SV

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

2024 Nissan Frontier SV

Eureka, CA

UnscoredInsufficient · 0
$34,52016,716 mi

Eureka, CA

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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