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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 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

156 listings found

2006 Honda Ridgeline RTS

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

2006 Honda Ridgeline RTS

Kailua-Kona, HI

UnscoredInsufficient · 0
$8,995167,502 mi

Kailua-Kona, HI

2003 Ford F-150 XLT

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

2003 Ford F-150 XLT

Kailua-Kona, HI

UnscoredInsufficient · 0
$9,606185,264 mi

Kailua-Kona, HI

2005 GMC Canyon Z85 SLE/SB

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

2005 GMC Canyon Z85 SLE/SB

Kailua-Kona, HI

UnscoredInsufficient · 0
$10,995160,881 mi

Kailua-Kona, HI

2009 Ford Ranger XL

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

2009 Ford Ranger XL

Kailua-Kona, HI

UnscoredInsufficient · 0
$14,60035,361 mi

Kailua-Kona, HI

2002 Toyota Tundra Limited

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

2002 Toyota Tundra Limited

Kailua-Kona, HI

UnscoredInsufficient · 0
$14,995126,611 mi

Kailua-Kona, HI

2015 Ford F-150 XL

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

2015 Ford F-150 XL

Kailua-Kona, HI

UnscoredInsufficient · 0
$15,600100,456 mi

Kailua-Kona, HI

2016 GMC Sierra 1500 Base

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

2016 GMC Sierra 1500 Base

Kailua-Kona, HI

UnscoredInsufficient · 0
$15,99583,834 mi

Kailua-Kona, HI

2002 Ford Ranger Edge

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

2002 Ford Ranger Edge

Kailua-Kona, HI

UnscoredInsufficient · 0
$16,99584,498 mi

Kailua-Kona, HI

2015 RAM 3500 Chassis Cab SLT

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

2015 RAM 3500 Chassis Cab SLT

Kailua-Kona, HI

UnscoredInsufficient · 0
$17,900100,289 mi

Kailua-Kona, HI

2015 Chevrolet Colorado Work Truck

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

2015 Chevrolet Colorado Work Truck

Kailua-Kona, HI

UnscoredInsufficient · 0
$17,99522,122 mi

Kailua-Kona, HI

2016 Ford F-150 Lariat

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

2016 Ford F-150 Lariat

Kailua-Kona, HI

UnscoredInsufficient · 0
$18,900167,190 mi

Kailua-Kona, HI

2022 RAM 1500 Classic Tradesman

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

2022 RAM 1500 Classic Tradesman

Kailua-Kona, HI

UnscoredInsufficient · 0
$18,99575,015 mi

Kailua-Kona, HI

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

Kailua-Kona, HI

UnscoredInsufficient · 4
$19,995128,649 mi

Comparison: 4 similar vehicles

Kailua-Kona, HI

2016 Chevrolet Colorado Work Truck

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

2016 Chevrolet Colorado Work Truck

Kailua-Kona, HI

UnscoredInsufficient · 0
$22,60037,063 mi

Kailua-Kona, HI

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Kailua-Kona, HI

UnscoredInsufficient · 3
$25,42072,214 mi

Comparison: 3 similar vehicles

Kailua-Kona, HI

2021 Jeep Gladiator WILLYS

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

2021 Jeep Gladiator WILLYS

Kailua-Kona, HI

UnscoredInsufficient · 0
$25,500110,341 mi

Kailua-Kona, HI

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

Kailua-Kona, HI

UnscoredInsufficient · 0
$26,60030,028 mi

Kailua-Kona, HI

2020 Toyota Tacoma SR5

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

2020 Toyota Tacoma SR5

Kailua-Kona, HI

UnscoredInsufficient · 0
$27,90068,487 mi

Kailua-Kona, HI

2018 Ford F-150 Lariat

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

2018 Ford F-150 Lariat

Kailua-Kona, HI

UnscoredInsufficient · 0
$28,420133,652 mi

Kailua-Kona, HI

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Kailua-Kona, HI

Fair PriceModerate · 23
$28,42098,269 mi

Market: $16,497 – $29,322

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 196 days listed (based on current market benchmarks)

Kailua-Kona, HI

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

Kailua-Kona, HI

UnscoredInsufficient · 0
$28,50025,199 mi

Kailua-Kona, HI

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

Kailua-Kona, HI

UnscoredInsufficient · 0
$28,60024,930 mi

Kailua-Kona, HI

2017 Ford F-250 Super Duty XL

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

2017 Ford F-250 Super Duty XL

Kailua-Kona, HI

UnscoredInsufficient · 0
$28,60014,879 mi

Kailua-Kona, HI

2022 Nissan Frontier SV

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

2022 Nissan Frontier SV

Kailua-Kona, HI

UnscoredInsufficient · 0
$28,99544,469 mi

Kailua-Kona, HI

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Kailua-Kona, HI

Fair PriceLimited · 11
$29,42094,656 mi

Market: $21,683 – $33,420

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Kailua-Kona, HI

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

Kailua-Kona, HI

UnscoredInsufficient · 3
$29,60037,633 mi

Comparison: 3 similar vehicles

Kailua-Kona, HI

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

Kailua-Kona, HI

UnscoredInsufficient · 3
$29,60037,132 mi

Comparison: 3 similar vehicles

Kailua-Kona, HI

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

Kailua-Kona, HI

UnscoredInsufficient · 3
$29,60040,863 mi

Comparison: 3 similar vehicles

Kailua-Kona, HI

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

Kailua-Kona, HI

UnscoredInsufficient · 3
$29,60041,807 mi

Comparison: 3 similar vehicles

Kailua-Kona, HI

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

Kailua-Kona, HI

UnscoredInsufficient · 4
$29,60042,232 mi

Comparison: 4 similar vehicles

Kailua-Kona, HI

2022 Nissan Frontier PRO-X

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

2022 Nissan Frontier PRO-X

Kailua-Kona, HI

UnscoredInsufficient · 0
$29,92846,679 mi

Kailua-Kona, HI

2026 Hyundai Santa Cruz SE

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

2026 Hyundai Santa Cruz SE

Kailua-Kona, HI

Fair PriceLimited · 18
$29,939Mileage not verified

Market: $29,989 – $34,089

Comparison: 18 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 34 days listed (based on current market benchmarks)

Kailua-Kona, HI

2022 Ford Maverick Lariat

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

2022 Ford Maverick Lariat

Kailua-Kona, HI

UnscoredInsufficient · 0
$29,93937,298 mi

Kailua-Kona, HI

2026 Hyundai Santa Cruz SE

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

2026 Hyundai Santa Cruz SE

Kailua-Kona, HI

Fair PriceLimited · 18
$29,989Mileage not verified

Market: $29,939 – $34,089

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Kailua-Kona, HI

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

Kailua-Kona, HI

UnscoredInsufficient · 0
$30,420113,967 mi

Kailua-Kona, HI

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

Kailua-Kona, HI

UnscoredInsufficient · 3
$30,50887,238 mi

Comparison: 3 similar vehicles

Kailua-Kona, HI

2026 Hyundai Santa Cruz SE

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

2026 Hyundai Santa Cruz SE

Kailua-Kona, HI

Fair PriceLimited · 18
$30,589Mileage not verified

Market: $29,939 – $34,089

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Kailua-Kona, HI

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

Kailua-Kona, HI

UnscoredLimited · 6
$30,59963,830 mi

Comparison: 6 similar vehicles

Kailua-Kona, HI

2022 Nissan Frontier SV

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

2022 Nissan Frontier SV

Kailua-Kona, HI

UnscoredInsufficient · 0
$30,90026,386 mi

Kailua-Kona, HI

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

Kailua-Kona, HI

UnscoredLimited · 6
$30,99960,378 mi

Comparison: 6 similar vehicles

Kailua-Kona, HI

2026 Hyundai Santa Cruz SE

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

2026 Hyundai Santa Cruz SE

Kailua-Kona, HI

Fair PriceLimited · 18
$31,359Mileage not verified

Market: $29,939 – $34,089

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Kailua-Kona, HI

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

Kailua-Kona, HI

UnscoredInsufficient · 4
$31,49953,904 mi

Comparison: 4 similar vehicles

Kailua-Kona, HI

2018 Chevrolet Silverado 2500HD Work Truck

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

2018 Chevrolet Silverado 2500HD Work Truck

Kailua-Kona, HI

UnscoredInsufficient · 0
$31,60035,832 mi

Kailua-Kona, HI

2023 Honda Ridgeline RTL

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

2023 Honda Ridgeline RTL

Kailua-Kona, HI

UnscoredLimited · 6
$31,90032,734 mi

Comparison: 6 similar vehicles

Kailua-Kona, HI

2026 Hyundai Santa Cruz SE

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

2026 Hyundai Santa Cruz SE

Kailua-Kona, HI

Fair PriceLimited · 18
$32,089Mileage not verified

Market: $29,939 – $34,089

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Kailua-Kona, HI

2026 Hyundai Santa Cruz SE

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

2026 Hyundai Santa Cruz SE

Kailua-Kona, HI

Fair PriceLimited · 18
$32,089Mileage not verified

Market: $29,939 – $34,089

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Kailua-Kona, HI

2026 Hyundai Santa Cruz SE

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

2026 Hyundai Santa Cruz SE

Kailua-Kona, HI

Fair PriceLimited · 18
$32,089Mileage not verified

Market: $29,939 – $34,089

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Kailua-Kona, HI

2023 Ford F-150 XL

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

2023 Ford F-150 XL

Kailua-Kona, HI

UnscoredInsufficient · 0
$32,09948,507 mi

Kailua-Kona, HI

2026 Hyundai Santa Cruz SEL

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

2026 Hyundai Santa Cruz SEL

Kailua-Kona, HI

Fair PriceLimited · 10
$32,384Mileage not verified

Market: $32,739 – $36,064

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 319 days listed (based on current market benchmarks)

Kailua-Kona, HI

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

Kailua-Kona, HI

UnscoredInsufficient · 0
$32,39947,696 mi

Kailua-Kona, HI

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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