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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

132 listings found

2007 GMC Sierra 1500 Work Truck

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

2007 GMC Sierra 1500 Work Truck

Dunn, NC

UnscoredInsufficient · 0
$4,990384,145 mi

Dunn, NC

2015 GMC Acadia SLE2

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

2015 GMC Acadia SLE2

Dunn, NC

UnscoredInsufficient · 3
$6,800145,680 mi

Comparison: 3 similar vehicles

Dunn, NC

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Dunn, NC

Unscored
$10,300132,401 mi

Comparison: 5 similar vehicles

Dunn, NC

2017 GMC Terrain SLE-2

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

2017 GMC Terrain SLE-2

Dunn, NC

Fair PriceModerate · 25
$11,500118,223 mi

Market: $5,000 – $12,488

Comparison: 25 similar vehicles

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

Dunn, NC

2017 GMC Terrain SLE-1

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

2017 GMC Terrain SLE-1

Dunn, NC

Fair PriceRobust · 65
$12,00099,547 mi

Market: $4,400 – $14,990

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Dunn, NC

2018 GMC Acadia SLT-1

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

2018 GMC Acadia SLT-1

Dunn, NC

Unscored
$13,800129,463 mi

Comparison: 100 similar vehicles

Dunn, NC

2015 GMC Sierra 1500 SLE

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

2015 GMC Sierra 1500 SLE

Dunn, NC

Unscored
$14,200181,366 mi

Comparison: 13 similar vehicles

Dunn, NC

2015 GMC Sierra 1500 1SA

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

2015 GMC Sierra 1500 1SA

Dunn, NC

Unscored
$16,88888,329 mi

Comparison: 9 similar vehicles

Dunn, NC

2014 GMC Sierra 1500 SLE

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

2014 GMC Sierra 1500 SLE

Dunn, NC

Unscored
$17,608147,323 mi

Comparison: 38 similar vehicles

Dunn, NC

2021 GMC Terrain SLT

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

2021 GMC Terrain SLT

Dunn, NC

OverpricedLimited · 13
$18,88882,765 mi

Market: $14,995 – $17,500

Comparison: 13 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Dunn, NC

2014 GMC Sierra 1500 Denali

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

2014 GMC Sierra 1500 Denali

Dunn, NC

Unscored
$19,200153,280 mi

Comparison: 10 similar vehicles

Dunn, NC

2015 GMC Sierra 1500 SLT

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

2015 GMC Sierra 1500 SLT

Dunn, NC

Unscored
$20,364150,710 mi

Comparison: 113 similar vehicles

Dunn, NC

2015 GMC Yukon Denali

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

2015 GMC Yukon Denali

Dunn, NC

Unscored
$20,885120,847 mi

Comparison: 5 similar vehicles

Dunn, NC

2022 GMC Canyon Elevation Standard

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

2022 GMC Canyon Elevation Standard

Dunn, NC

UnscoredInsufficient · 0
$21,88049,647 mi

Dunn, NC

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Dunn, NC

Unscored
$23,88846,240 mi

Comparison: 9 similar vehicles

Dunn, NC

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Dunn, NC

Unscored
$24,29017,570 mi

Comparison: 7 similar vehicles

Dunn, NC

2017 GMC Yukon XL Denali

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

2017 GMC Yukon XL Denali

Dunn, NC

UnscoredInsufficient · 4
$24,388119,336 mi

Comparison: 4 similar vehicles

Dunn, NC

2021 GMC Sierra 1500 Elevation

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

2021 GMC Sierra 1500 Elevation

Dunn, NC

Unscored
$24,908146,270 mi

Comparison: 15 similar vehicles

Dunn, NC

2023 GMC Savana Cargo Work Van

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

2023 GMC Savana Cargo Work Van

Dunn, NC

Fair PriceLimited · 11
$25,36750,226 mi

Market: $25,794 – $26,393

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 217 days listed (based on current market benchmarks)

Dunn, NC

2023 GMC Acadia SLT

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

2023 GMC Acadia SLT

Dunn, NC

Unscored
$25,88854,223 mi

Comparison: 5 similar vehicles

Dunn, NC

2022 GMC Terrain SLT

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

2022 GMC Terrain SLT

Dunn, NC

UnscoredInsufficient · 0
$25,88826,341 mi

Dunn, NC

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Dunn, NC

Fair PriceModerate · 39
$26,49029,742 mi

Market: $24,299 – $27,677

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Dunn, NC

2022 GMC Sierra 1500 Limited Elevation

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

2022 GMC Sierra 1500 Limited Elevation

Dunn, NC

Fair PriceModerate · 23
$31,38066,883 mi

Market: $29,000 – $32,830

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Dunn, NC

2023 GMC Canyon Elevation

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

2023 GMC Canyon Elevation

Dunn, NC

UnscoredInsufficient · 0
$32,27539,504 mi

Dunn, NC

2022 GMC Canyon Elevation

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

2022 GMC Canyon Elevation

Dunn, NC

UnscoredInsufficient · 0
$32,88830,526 mi

Dunn, NC

2021 GMC Sierra 1500 SLT

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

2021 GMC Sierra 1500 SLT

Dunn, NC

Unscored
$33,59584,806 mi

Comparison: 10 similar vehicles

Dunn, NC

2025 GMC Savana Cargo Work Van

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

2025 GMC Savana Cargo Work Van

Dunn, NC

Unscored
$33,99514,420 mi

Comparison: 7 similar vehicles

Dunn, NC

2022 GMC Canyon Elevation

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

2022 GMC Canyon Elevation

Dunn, NC

Unscored
$34,18722,153 mi

Comparison: 5 similar vehicles

Dunn, NC

2024 GMC Acadia Elevation

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

2024 GMC Acadia Elevation

Dunn, NC

Unscored
$34,88848,051 mi

Comparison: 5 similar vehicles

Dunn, NC

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Dunn, NC

Fair PriceLimited · 12
$35,0854,239 mi

Market: $32,794 – $40,779

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Dunn, NC

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Dunn, NC

Fair PriceLimited · 12
$36,190Mileage not verified

Market: $32,794 – $40,779

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 170 days listed (based on current market benchmarks)

Dunn, NC

2023 GMC Acadia Denali

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

2023 GMC Acadia Denali

Dunn, NC

Fair PriceLimited · 14
$36,36137,670 mi

Market: $35,398 – $37,024

Comparison: 14 similar vehicles

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

Dunn, NC

2022 GMC Sierra 1500 Limited Denali

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

2022 GMC Sierra 1500 Limited Denali

Dunn, NC

Unscored
$36,44489,154 mi

Comparison: 7 similar vehicles

Dunn, NC

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Dunn, NC

Unscored
$37,88823,379 mi

Comparison: 11 similar vehicles

Dunn, NC

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Dunn, NC

Fair PriceLimited · 12
$37,89523,692 mi

Market: $37,888 – $40,000

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Dunn, NC

2022 GMC Sierra 1500 AT4

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

2022 GMC Sierra 1500 AT4

Dunn, NC

Fair PriceRobust · 76
$39,90883,377 mi

Market: $37,287 – $47,800

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Dunn, NC

2023 GMC Sierra 1500 Denali

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

2023 GMC Sierra 1500 Denali

Dunn, NC

Great DealLimited · 15
$40,39072,555 mi

Market: $45,784 – $50,754

Comparison: 15 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 60 days listed (based on current market benchmarks)

Dunn, NC

2024 GMC Sierra 1500 SLT

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

2024 GMC Sierra 1500 SLT

Dunn, NC

Unscored
$41,79568,869 mi

Comparison: 7 similar vehicles

Dunn, NC

2025 GMC Sierra 1500 SLT

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

2025 GMC Sierra 1500 SLT

Dunn, NC

Unscored
$41,88830,661 mi

Comparison: 7 similar vehicles

Dunn, NC

2021 GMC Yukon Denali

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

2021 GMC Yukon Denali

Dunn, NC

Fair PriceLimited · 19
$42,00898,847 mi

Market: $35,961 – $45,203

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Dunn, NC

2026 GMC Terrain AT4

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

2026 GMC Terrain AT4

Dunn, NC

Fair PriceLimited · 11
$42,775Mileage not verified

Market: $41,590 – $44,639

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 228 days listed (based on current market benchmarks)

Dunn, NC

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Dunn, NC

Fair PriceRobust · 56
$43,120Mileage not verified

Market: $39,000 – $48,869

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 321 days listed (based on current market benchmarks)

Dunn, NC

2026 GMC Terrain AT4

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

2026 GMC Terrain AT4

Dunn, NC

Fair PriceLimited · 11
$43,270Mileage not verified

Market: $41,590 – $44,639

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 256 days listed (based on current market benchmarks)

Dunn, NC

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Dunn, NC

Fair PriceRobust · 56
$43,615Mileage not verified

Market: $39,000 – $48,869

Comparison: 56 similar vehicles

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

Dunn, NC

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Dunn, NC

Fair PriceLimited · 12
$43,620Mileage not verified

Market: $41,745 – $43,920

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Dunn, NC

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Dunn, NC

OverpricedLimited · 12
$43,920Mileage not verified

Market: $41,745 – $43,620

Comparison: 12 similar vehicles

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

Dunn, NC

2023 GMC Sierra 1500 AT4

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

2023 GMC Sierra 1500 AT4

Dunn, NC

Unscored
$44,39065,693 mi

Comparison: 12 similar vehicles

Dunn, NC

2025 GMC Sierra 1500 SLT

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

2025 GMC Sierra 1500 SLT

Dunn, NC

Unscored
$45,59538,772 mi

Comparison: 8 similar vehicles

Dunn, NC

2026 GMC Sierra 1500 Pro

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

2026 GMC Sierra 1500 Pro

Dunn, NC

Fair PriceRobust · 69
$45,810Mileage not verified

Market: $31,780 – $55,254

Comparison: 69 similar vehicles

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

Dunn, NC

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Dunn, NC

Fair PriceRobust · 69
$46,090198 mi

Market: $47,400 – $57,634

Comparison: 69 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 4 days listed (based on current market benchmarks)

Dunn, NC

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

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