Skip to main content
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 31, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

210 listings found

2013 Nissan Frontier S

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

2013 Nissan Frontier S

Hilo, HI

UnscoredInsufficient · 0
$8,995162,033 mi

Hilo, HI

2002 Dodge Dakota SLT

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

2002 Dodge Dakota SLT

Hilo, HI

UnscoredInsufficient · 0
$13,61574,078 mi

Hilo, 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

Hilo, HI

UnscoredInsufficient · 3
$22,967122,721 mi

Comparison: 3 similar vehicles

Hilo, HI

2015 Nissan Frontier PRO-4X

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

2015 Nissan Frontier PRO-4X

Hilo, HI

UnscoredInsufficient · 0
$26,98834,681 mi

Hilo, HI

2012 Toyota Tundra Limited

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

2012 Toyota Tundra Limited

Hilo, HI

UnscoredInsufficient · 0
$27,988148,035 mi

Hilo, HI

2017 Toyota Tacoma SR5

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

2017 Toyota Tacoma SR5

Hilo, HI

UnscoredInsufficient · 0
$27,995130,225 mi

Hilo, 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

Hilo, HI

UnscoredInsufficient · 0
$30,50887,238 mi

Hilo, HI

2019 Nissan Frontier SV

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

2019 Nissan Frontier SV

Hilo, HI

UnscoredInsufficient · 0
$30,61538,964 mi

Hilo, HI

2021 Toyota Tacoma SR5

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

2021 Toyota Tacoma SR5

Hilo, HI

UnscoredInsufficient · 0
$31,488145,403 mi

Hilo, HI

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Hilo, HI

UnscoredInsufficient · 4
$32,219Mileage not verified

Comparison: 4 similar vehicles

Hilo, HI

2024 Ford Maverick Lariat

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

2024 Ford Maverick Lariat

Hilo, HI

UnscoredInsufficient · 0
$32,96729,418 mi

Hilo, HI

2023 Jeep Gladiator Sport S

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

2023 Jeep Gladiator Sport S

Hilo, HI

UnscoredInsufficient · 0
$34,96723,593 mi

Hilo, HI

2023 Honda Ridgeline RTL

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

2023 Honda Ridgeline RTL

Hilo, HI

UnscoredInsufficient · 0
$34,99516,027 mi

Hilo, HI

2022 Toyota Tacoma SR

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

2022 Toyota Tacoma SR

Hilo, HI

UnscoredInsufficient · 0
$34,99561,354 mi

Hilo, HI

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Hilo, HI

UnscoredInsufficient · 4
$35,214Mileage not verified

Comparison: 4 similar vehicles

Hilo, HI

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Hilo, HI

UnscoredInsufficient · 4
$35,599Mileage not verified

Comparison: 4 similar vehicles

Hilo, HI

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Hilo, HI

UnscoredInsufficient · 4
$36,459Mileage not verified

Comparison: 4 similar vehicles

Hilo, HI

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Hilo, HI

UnscoredInsufficient · 4
$36,609Mileage not verified

Comparison: 4 similar vehicles

Hilo, HI

2021 Chevrolet Colorado LT

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

2021 Chevrolet Colorado LT

Hilo, HI

UnscoredInsufficient · 0
$36,61528,467 mi

Hilo, HI

2020 Ford F-250 Super Duty XL

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

2020 Ford F-250 Super Duty XL

Hilo, HI

UnscoredInsufficient · 0
$36,99532,911 mi

Hilo, HI

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Hilo, HI

UnscoredInsufficient · 4
$37,554Mileage not verified

Comparison: 4 similar vehicles

Hilo, HI

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Hilo, HI

Unscored
$37,889Mileage not verified

Comparison: 5 similar vehicles

Hilo, HI

2023 Toyota Tacoma TRD Sport

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

2023 Toyota Tacoma TRD Sport

Hilo, HI

UnscoredInsufficient · 0
$37,99581,963 mi

Hilo, HI

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Hilo, HI

UnscoredInsufficient · 4
$38,099Mileage not verified

Comparison: 4 similar vehicles

Hilo, HI

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Hilo, HI

UnscoredInsufficient · 4
$38,099Mileage not verified

Comparison: 4 similar vehicles

Hilo, HI

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Hilo, HI

UnscoredInsufficient · 4
$38,099Mileage not verified

Comparison: 4 similar vehicles

Hilo, HI

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Hilo, HI

Unscored
$39,394Mileage not verified

Comparison: 5 similar vehicles

Hilo, HI

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Hilo, HI

Unscored
$39,834Mileage not verified

Comparison: 5 similar vehicles

Hilo, HI

2026 Ford Maverick Lobo Premium

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

2026 Ford Maverick Lobo Premium

Hilo, HI

UnscoredInsufficient · 0
$39,874Mileage not verified

Hilo, HI

2024 Chevrolet Silverado 1500 Work Truck

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

2024 Chevrolet Silverado 1500 Work Truck

Hilo, HI

UnscoredInsufficient · 0
$39,96730,743 mi

Hilo, HI

2026 Nissan Frontier PRO-4X

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

2026 Nissan Frontier PRO-4X

Hilo, HI

UnscoredInsufficient · 0
$39,99521,550 mi

Hilo, HI

2026 Nissan Frontier SV

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

2026 Nissan Frontier SV

Hilo, HI

UnscoredInsufficient · 0
$39,99514,187 mi

Hilo, HI

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Hilo, HI

UnscoredInsufficient · 0
$39,99567,013 mi

Hilo, HI

2023 Nissan Frontier PRO-4X

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

2023 Nissan Frontier PRO-4X

Hilo, HI

UnscoredInsufficient · 0
$39,99530,003 mi

Hilo, HI

2021 Toyota Tacoma SR

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

2021 Toyota Tacoma SR

Hilo, HI

UnscoredInsufficient · 0
$39,99532,318 mi

Hilo, HI

2025 Ford Maverick Lariat

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

2025 Ford Maverick Lariat

Hilo, HI

UnscoredInsufficient · 0
$40,265104 mi

Hilo, HI

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Hilo, HI

Unscored
$40,389Mileage not verified

Comparison: 5 similar vehicles

Hilo, HI

2025 Nissan Frontier PRO-4X

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

2025 Nissan Frontier PRO-4X

Hilo, HI

UnscoredInsufficient · 0
$40,5089,671 mi

Hilo, HI

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Hilo, HI

Unscored
$40,529Mileage not verified

Comparison: 5 similar vehicles

Hilo, HI

2024 Chevrolet Silverado 1500 Custom

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

2024 Chevrolet Silverado 1500 Custom

Hilo, HI

UnscoredInsufficient · 0
$40,92422,360 mi

Hilo, HI

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Hilo, HI

UnscoredInsufficient · 4
$42,344Mileage not verified

Comparison: 4 similar vehicles

Hilo, HI

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Hilo, HI

UnscoredInsufficient · 3
$42,509Mileage not verified

Comparison: 3 similar vehicles

Hilo, HI

2025 RAM 1500 Pickup Laramie

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

2025 RAM 1500 Pickup Laramie

Hilo, HI

UnscoredInsufficient · 0
$42,99552,705 mi

Hilo, HI

2026 Chevrolet Colorado LT

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

2026 Chevrolet Colorado LT

Hilo, HI

Fair PriceLimited · 14
$43,118Mileage not verified

Market: $41,688 – $49,258

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 162 days listed (based on current market benchmarks)

Hilo, HI

2026 Chevrolet Colorado LT

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

2026 Chevrolet Colorado LT

Hilo, HI

Fair PriceLimited · 14
$43,118Mileage not verified

Market: $41,688 – $49,258

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Hilo, HI

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Hilo, HI

UnscoredInsufficient · 3
$43,244Mileage not verified

Comparison: 3 similar vehicles

Hilo, HI

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Hilo, HI

Unscored
$43,614Mileage not verified

Comparison: 5 similar vehicles

Hilo, HI

2020 Toyota Tacoma SR5

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

2020 Toyota Tacoma SR5

Hilo, HI

UnscoredInsufficient · 0
$43,62442,461 mi

Hilo, HI

2022 Toyota Tacoma TRD Off Road

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

2022 Toyota Tacoma TRD Off Road

Hilo, HI

UnscoredInsufficient · 0
$43,99539,968 mi

Hilo, HI

2026 Nissan Frontier S

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

2026 Nissan Frontier S

Hilo, HI

UnscoredInsufficient · 0
$44,020Mileage not verified

Hilo, 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.
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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.