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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 8, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

62 listings found

2014 GMC Terrain SLE-2

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

2014 GMC Terrain SLE-2

Wake Forest, NC

Unscored
$7,398133,801 mi

Comparison: 11 similar vehicles

Wake Forest, NC

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Wake Forest, NC

Unscored
$10,499128,762 mi

Comparison: 45 similar vehicles

Wake Forest, NC

2021 GMC Terrain SLT

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

2021 GMC Terrain SLT

Wake Forest, NC

Fair PriceLimited · 14
$17,70071,292 mi

Market: $13,995 – $18,086

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Wake Forest, NC

2019 GMC Sierra 1500 Limited SLE

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

2019 GMC Sierra 1500 Limited SLE

Wake Forest, NC

UnscoredInsufficient · 0
$18,795149,859 mi

Wake Forest, NC

2015 GMC Yukon Denali

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

2015 GMC Yukon Denali

Wake Forest, NC

Fair PriceLimited · 13
$20,588111,319 mi

Market: $20,599 – $20,797

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 154 days listed (based on current market benchmarks)

Wake Forest, NC

2014 GMC Sierra 1500 SLT

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

2014 GMC Sierra 1500 SLT

Wake Forest, NC

Fair PriceModerate · 34
$21,495108,598 mi

Market: $18,998 – $24,763

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Wake Forest, NC

2017 GMC Yukon Denali

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

2017 GMC Yukon Denali

Wake Forest, NC

Unscored
$21,998135,381 mi

Comparison: 19 similar vehicles

Wake Forest, NC

2022 GMC Terrain SLT

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

2022 GMC Terrain SLT

Wake Forest, NC

UnscoredInsufficient · 3
$22,50849,318 mi

Comparison: 3 similar vehicles

Wake Forest, NC

2023 GMC Sierra 1500 Pro

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

2023 GMC Sierra 1500 Pro

Wake Forest, NC

UnscoredInsufficient · 3
$26,595107,159 mi

Comparison: 3 similar vehicles

Wake Forest, NC

2023 GMC Acadia SLE

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

2023 GMC Acadia SLE

Wake Forest, NC

Unscored
$27,83631,759 mi

Comparison: 6 similar vehicles

Wake Forest, NC

2023 GMC Acadia SLT

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

2023 GMC Acadia SLT

Wake Forest, NC

UnscoredInsufficient · 4
$29,59332,173 mi

Comparison: 4 similar vehicles

Wake Forest, NC

2022 GMC Canyon AT4

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

2022 GMC Canyon AT4

Wake Forest, NC

Fair PriceModerate · 25
$30,87982,698 mi

Market: $23,066 – $31,048

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Wake Forest, NC

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Wake Forest, NC

Fair PriceModerate · 41
$35,375Mileage not verified

Market: $32,104 – $40,980

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Wake Forest, NC

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Wake Forest, NC

Fair PriceModerate · 41
$35,425Mileage not verified

Market: $32,104 – $40,980

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Wake Forest, NC

2021 GMC Sierra 1500 Denali

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

2021 GMC Sierra 1500 Denali

Wake Forest, NC

Unscored
$35,475120,215 mi

Comparison: 19 similar vehicles

Wake Forest, NC

2025 GMC Canyon Elevation

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

2025 GMC Canyon Elevation

Wake Forest, NC

Fair PriceLimited · 16
$36,28915,444 mi

Market: $33,022 – $39,975

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Wake Forest, NC

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Wake Forest, NC

Fair PriceModerate · 31
$40,9982,323 mi

Market: $39,584 – $47,612

Comparison: 31 similar vehicles

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

Wake Forest, NC

2024 GMC Canyon AT4

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

2024 GMC Canyon AT4

Wake Forest, NC

Fair PriceLimited · 17
$42,35529,303 mi

Market: $39,019 – $42,753

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Wake Forest, NC

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Wake Forest, NC

Fair PriceRobust · 83
$43,793Mileage not verified

Market: $40,529 – $54,570

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 161 days listed (based on current market benchmarks)

Wake Forest, NC

2021 GMC Yukon Denali

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

2021 GMC Yukon Denali

Wake Forest, NC

Fair PriceRobust · 161
$45,33587,879 mi

Market: $35,637 – $48,387

Comparison: 161 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Wake Forest, NC

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Wake Forest, NC

Fair PriceRobust · 150
$47,732Mileage not verified

Market: $44,338 – $71,034

Comparison: 150 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Wake Forest, NC

2024 GMC Sierra 1500 AT4

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

2024 GMC Sierra 1500 AT4

Wake Forest, NC

Fair PriceLimited · 16
$49,60962,191 mi

Market: $44,808 – $54,300

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Wake Forest, 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

Wake Forest, NC

OverpricedModerate · 26
$49,89362,378 mi

Market: $45,454 – $48,496

Comparison: 26 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Wake Forest, NC

2026 GMC Sierra 2500HD Pro

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

2026 GMC Sierra 2500HD Pro

Wake Forest, NC

Fair PriceRobust · 97
$51,653Mileage not verified

Market: $49,849 – $70,273

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 165 days listed (based on current market benchmarks)

Wake Forest, NC

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Wake Forest, NC

Fair PriceRobust · 149
$54,415Mileage not verified

Market: $44,338 – $71,034

Comparison: 149 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Wake Forest, NC

2025 GMC Sierra 1500 Denali

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

2025 GMC Sierra 1500 Denali

Wake Forest, NC

Fair PriceRobust · 50
$55,30024,498 mi

Market: $54,825 – $58,000

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Wake Forest, NC

2024 GMC Sierra 1500 Denali

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

2024 GMC Sierra 1500 Denali

Wake Forest, NC

Fair PriceRobust · 67
$56,33725,499 mi

Market: $52,458 – $57,200

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Wake Forest, NC

2026 GMC Sierra 1500 SLT

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

2026 GMC Sierra 1500 SLT

Wake Forest, NC

Fair PriceRobust · 257
$57,475Mileage not verified

Market: $53,909 – $73,534

Comparison: 257 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Wake Forest, NC

2027 GMC Acadia AT4

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

2027 GMC Acadia AT4

Wake Forest, NC

Fair PriceModerate · 28
$58,155Mileage not verified

Market: $56,815 – $64,405

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Wake Forest, NC

2027 GMC Acadia Denali

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

2027 GMC Acadia Denali

Wake Forest, NC

Great DealRobust · 65
$58,630Mileage not verified

Market: $60,895 – $69,530

Comparison: 65 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 18 days listed (based on current market benchmarks)

Wake Forest, NC

2026 GMC Sierra 1500 SLT

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

2026 GMC Sierra 1500 SLT

Wake Forest, NC

Fair PriceRobust · 257
$58,950Mileage not verified

Market: $53,909 – $73,534

Comparison: 257 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Wake Forest, NC

2026 GMC Sierra 1500 AT4

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

2026 GMC Sierra 1500 AT4

Wake Forest, NC

Fair PriceModerate · 32
$59,24515,381 mi

Market: $56,542 – $64,887

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Wake Forest, NC

2024 GMC Sierra 1500 Denali

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

2024 GMC Sierra 1500 Denali

Wake Forest, NC

Fair PriceLimited · 16
$60,10815,195 mi

Market: $57,781 – $62,038

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 157 days listed (based on current market benchmarks)

Wake Forest, NC

2026 GMC Sierra 1500 Denali

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

2026 GMC Sierra 1500 Denali

Wake Forest, NC

Fair PriceRobust · 316
$62,435Mileage not verified

Market: $62,846 – $83,032

Comparison: 316 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 18 days listed (based on current market benchmarks)

Wake Forest, NC

2027 GMC Acadia Denali

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

2027 GMC Acadia Denali

Wake Forest, NC

Fair PriceRobust · 65
$62,865Mileage not verified

Market: $58,630 – $69,530

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Wake Forest, NC

2026 GMC Sierra 1500 Denali

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

2026 GMC Sierra 1500 Denali

Wake Forest, NC

Fair PriceRobust · 316
$63,035Mileage not verified

Market: $62,435 – $83,032

Comparison: 316 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Wake Forest, NC

2027 GMC Acadia Denali

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

2027 GMC Acadia Denali

Wake Forest, NC

Fair PriceRobust · 65
$63,230Mileage not verified

Market: $58,630 – $69,530

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Wake Forest, NC

2026 GMC Sierra 1500 Denali

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

2026 GMC Sierra 1500 Denali

Wake Forest, NC

Fair PriceModerate · 41
$63,84913,240 mi

Market: $61,867 – $67,290

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Wake Forest, NC

2027 GMC Acadia Denali

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

2027 GMC Acadia Denali

Wake Forest, NC

Fair PriceRobust · 65
$65,130Mileage not verified

Market: $58,630 – $69,530

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Wake Forest, NC

2027 GMC Acadia Denali

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

2027 GMC Acadia Denali

Wake Forest, NC

Fair PriceRobust · 66
$65,365Mileage not verified

Market: $58,630 – $69,530

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Wake Forest, NC

2026 GMC Sierra 1500 SLT

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

2026 GMC Sierra 1500 SLT

Wake Forest, NC

Fair PriceRobust · 259
$65,390Mileage not verified

Market: $53,909 – $73,534

Comparison: 259 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Wake Forest, NC

2026 GMC Sierra 1500 Denali Ultimate

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

2026 GMC Sierra 1500 Denali Ultimate

Wake Forest, NC

Great DealModerate · 22
$66,85517,536 mi

Market: $70,228 – $72,887

Comparison: 22 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 37 days listed (based on current market benchmarks)

Wake Forest, NC

2025 GMC HUMMER EV 3X

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

2025 GMC HUMMER EV 3X

Wake Forest, NC

UnscoredInsufficient · 3
$67,39820,116 mi

Comparison: 3 similar vehicles

Wake Forest, NC

2026 GMC Yukon XL Elevation

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

2026 GMC Yukon XL Elevation

Wake Forest, NC

UnscoredInsufficient · 0
$67,6857,955 mi

Wake Forest, NC

2024 GMC Yukon Denali

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

2024 GMC Yukon Denali

Wake Forest, NC

OverpricedModerate · 42
$70,84541,774 mi

Market: $62,296 – $68,673

Comparison: 42 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Wake Forest, NC

2024 GMC Sierra 2500HD AT4X

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

2024 GMC Sierra 2500HD AT4X

Wake Forest, NC

Unscored
$74,63134,970 mi

Comparison: 8 similar vehicles

Wake Forest, NC

2026 GMC Sierra 1500 AT4X

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

2026 GMC Sierra 1500 AT4X

Wake Forest, NC

Fair PriceModerate · 48
$74,808109 mi

Market: $71,013 – $77,787

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Wake Forest, NC

2026 GMC Sierra 2500HD AT4

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

2026 GMC Sierra 2500HD AT4

Wake Forest, NC

Fair PriceRobust · 158
$79,671Mileage not verified

Market: $71,000 – $104,069

Comparison: 158 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Wake Forest, NC

2026 GMC Sierra 2500HD AT4

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

2026 GMC Sierra 2500HD AT4

Wake Forest, NC

Fair PriceRobust · 157
$80,375Mileage not verified

Market: $71,000 – $104,069

Comparison: 157 similar vehicles

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

Wake Forest, NC

2026 GMC Sierra 2500HD AT4

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

2026 GMC Sierra 2500HD AT4

Wake Forest, NC

Fair PriceRobust · 158
$80,915Mileage not verified

Market: $71,000 – $104,069

Comparison: 158 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Wake Forest, NC

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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