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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

349 listings found

2007 Chevrolet Colorado Work Truck

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

2007 Chevrolet Colorado Work Truck

Hagatna, GU

UnscoredInsufficient · 0
$6,99550,001 mi

Hagatna, GU

2016 GMC Canyon Base

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

2016 GMC Canyon Base

Hagatna, GU

UnscoredInsufficient · 0
$16,99550,814 mi

Hagatna, GU

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

Hagatna, GU

UnscoredInsufficient · 0
$18,99567,750 mi

Hagatna, GU

2016 GMC Canyon SLE

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

2016 GMC Canyon SLE

Hagatna, GU

UnscoredInsufficient · 0
$18,99526,230 mi

Hagatna, GU

2019 Nissan Frontier SV

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

2019 Nissan Frontier SV

Hagatna, GU

UnscoredInsufficient · 0
$19,99557,085 mi

Hagatna, GU

2016 GMC Canyon SLE

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

2016 GMC Canyon SLE

Mongmong, GU

UnscoredInsufficient · 0
$19,99593,850 mi

Mongmong, GU

2020 GMC Canyon SLE

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

2020 GMC Canyon SLE

Hagatna, GU

UnscoredInsufficient · 0
$20,99573,879 mi

Hagatna, GU

2018 GMC Canyon SLE

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

2018 GMC Canyon SLE

Hagatna, GU

UnscoredInsufficient · 0
$20,99564,577 mi

Hagatna, GU

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

Hagatna, GU

UnscoredInsufficient · 0
$20,99533,487 mi

Hagatna, GU

2016 GMC Canyon SLE

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

2016 GMC Canyon SLE

Hagatna, GU

UnscoredInsufficient · 0
$20,995111,695 mi

Hagatna, GU

2015 Toyota Tacoma Base

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

2015 Toyota Tacoma Base

Hagatna, GU

UnscoredInsufficient · 0
$21,99592,204 mi

Hagatna, GU

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

Hagatna, GU

UnscoredInsufficient · 0
$23,995102,000 mi

Hagatna, GU

2019 GMC Canyon SLE

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

2019 GMC Canyon SLE

Hagatna, GU

UnscoredInsufficient · 0
$24,99540,738 mi

Hagatna, GU

2017 GMC Canyon SLE

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

2017 GMC Canyon SLE

Hagatna, GU

UnscoredInsufficient · 0
$24,99552,338 mi

Hagatna, GU

2017 GMC Sierra 1500 Base

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

2017 GMC Sierra 1500 Base

Hagatna, GU

UnscoredInsufficient · 0
$24,99546,467 mi

Hagatna, GU

2017 GMC Canyon SLE

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

2017 GMC Canyon SLE

Hagatna, GU

UnscoredInsufficient · 0
$25,99586,001 mi

Hagatna, GU

2021 GMC Canyon Elevation Standard

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

2021 GMC Canyon Elevation Standard

Hagatna, GU

UnscoredInsufficient · 0
$26,99551,847 mi

Hagatna, GU

2016 Toyota Tacoma SR5

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

2016 Toyota Tacoma SR5

Hagatna, GU

UnscoredInsufficient · 0
$27,99582,871 mi

Hagatna, GU

2022 Nissan Frontier SV

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

2022 Nissan Frontier SV

Tamuning, GU

UnscoredInsufficient · 0
$28,17046,481 mi

Tamuning, GU

2016 GMC Sierra 1500 SLE

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

2016 GMC Sierra 1500 SLE

Hagatna, GU

UnscoredInsufficient · 0
$28,99572,155 mi

Hagatna, GU

2012 RAM 2500 Pickup ST

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

2012 RAM 2500 Pickup ST

Hagatna, GU

UnscoredInsufficient · 0
$28,99562,727 mi

Hagatna, GU

2018 Toyota Tacoma SR5

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

2018 Toyota Tacoma SR5

Hagatna, GU

UnscoredInsufficient · 0
$29,995106,000 mi

Hagatna, GU

2022 Ford Maverick XLT

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

2022 Ford Maverick XLT

Hagatna, GU

UnscoredInsufficient · 0
$30,9957,386 mi

Hagatna, GU

2017 GMC Canyon SLE

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

2017 GMC Canyon SLE

Hagatna, GU

UnscoredInsufficient · 3
$32,995100,000 mi

Comparison: 3 similar vehicles

Hagatna, GU

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Tamuning, GU

UnscoredLimited · 12
$33,995Mileage not verified

Comparison: 12 similar vehicles

Tamuning, GU

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Tamuning, GU

UnscoredLimited · 12
$33,995Mileage not verified

Comparison: 12 similar vehicles

Tamuning, GU

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Tamuning, GU

UnscoredLimited · 12
$33,995Mileage not verified

Comparison: 12 similar vehicles

Tamuning, GU

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Tamuning, GU

UnscoredLimited · 12
$33,995Mileage not verified

Comparison: 12 similar vehicles

Tamuning, GU

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Tamuning, GU

UnscoredLimited · 12
$33,995Mileage not verified

Comparison: 12 similar vehicles

Tamuning, GU

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Tamuning, GU

UnscoredLimited · 12
$33,995Mileage not verified

Comparison: 12 similar vehicles

Tamuning, GU

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Tamuning, GU

UnscoredLimited · 12
$33,995Mileage not verified

Comparison: 12 similar vehicles

Tamuning, GU

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Tamuning, GU

UnscoredLimited · 12
$33,995Mileage not verified

Comparison: 12 similar vehicles

Tamuning, GU

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Tamuning, GU

UnscoredLimited · 12
$33,995Mileage not verified

Comparison: 12 similar vehicles

Tamuning, GU

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Tamuning, GU

UnscoredLimited · 12
$33,995Mileage not verified

Comparison: 12 similar vehicles

Tamuning, GU

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Tamuning, GU

UnscoredLimited · 12
$33,995Mileage not verified

Comparison: 12 similar vehicles

Tamuning, GU

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Tamuning, GU

UnscoredLimited · 12
$33,995Mileage not verified

Comparison: 12 similar vehicles

Tamuning, GU

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Tamuning, GU

UnscoredLimited · 12
$33,995Mileage not verified

Comparison: 12 similar vehicles

Tamuning, GU

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

Hagatna, GU

UnscoredInsufficient · 0
$33,99529,437 mi

Hagatna, GU

2020 Ford Ranger Lariat

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

2020 Ford Ranger Lariat

Tamuning, GU

UnscoredInsufficient · 0
$33,99536,214 mi

Tamuning, GU

2025 Ford Maverick XLT

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

2025 Ford Maverick XLT

Tamuning, GU

Fair PriceLimited · 10
$34,995Mileage not verified

Market: $34,995 – $41,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 355 days listed (based on current market benchmarks)

Tamuning, GU

2025 Ford Maverick XLT

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

2025 Ford Maverick XLT

Tamuning, GU

Fair PriceLimited · 10
$34,995Mileage not verified

Market: $34,995 – $41,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 355 days listed (based on current market benchmarks)

Tamuning, GU

2025 Ford Maverick XLT

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

2025 Ford Maverick XLT

Tamuning, GU

Fair PriceLimited · 10
$34,995Mileage not verified

Market: $34,995 – $41,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 355 days listed (based on current market benchmarks)

Tamuning, GU

2025 Ford Maverick XLT

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

2025 Ford Maverick XLT

Tamuning, GU

Fair PriceLimited · 10
$34,995Mileage not verified

Market: $34,995 – $41,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 335 days listed (based on current market benchmarks)

Tamuning, GU

2023 Honda Ridgeline RTL

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

2023 Honda Ridgeline RTL

Tamuning, GU

UnscoredInsufficient · 0
$34,99516,338 mi

Tamuning, GU

2025 Chevrolet Colorado LT

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

2025 Chevrolet Colorado LT

Tamuning, GU

UnscoredInsufficient · 0
$35,7802,081 mi

Tamuning, GU

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

Mongmong, GU

UnscoredInsufficient · 0
$36,995Mileage not verified

Mongmong, GU

2025 Ford Maverick XLT

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

2025 Ford Maverick XLT

Tamuning, GU

Fair PriceLimited · 10
$37,995Mileage not verified

Market: $34,995 – $41,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 223 days listed (based on current market benchmarks)

Tamuning, GU

2025 Ford Maverick XLT

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

2025 Ford Maverick XLT

Tamuning, GU

Fair PriceLimited · 10
$37,995Mileage not verified

Market: $34,995 – $41,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 223 days listed (based on current market benchmarks)

Tamuning, GU

2025 Ford Maverick XLT

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

2025 Ford Maverick XLT

Tamuning, GU

Fair PriceLimited · 10
$37,995Mileage not verified

Market: $34,995 – $41,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 223 days listed (based on current market benchmarks)

Tamuning, GU

2025 Ford Maverick XLT

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

2025 Ford Maverick XLT

Tamuning, GU

Fair PriceLimited · 10
$37,995Mileage not verified

Market: $34,995 – $41,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 223 days listed (based on current market benchmarks)

Tamuning, GU

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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