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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 7, 2026

7.1M+

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

65 listings found

2016 GMC Terrain SLE-1

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

2016 GMC Terrain SLE-1

Montgomery, IL

Unscored
$9,495124,587 mi

Comparison: 10 similar vehicles

Montgomery, IL

2019 GMC Terrain SLT

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

2019 GMC Terrain SLT

Montgomery, IL

Fair PriceLimited · 14
$14,58898,912 mi

Market: $7,990 – $16,999

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 197 days listed (based on current market benchmarks)

Montgomery, IL

2003 GMC Sierra 2500HD SLE

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

2003 GMC Sierra 2500HD SLE

Montgomery, IL

UnscoredInsufficient · 0
$16,995205,415 mi

Montgomery, IL

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

Montgomery, IL

Fair PriceLimited · 12
$18,99585,050 mi

Market: $10,900 – $20,995

Comparison: 12 similar vehicles

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

Montgomery, IL

2019 GMC Canyon SLE

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

2019 GMC Canyon SLE

Montgomery, IL

Fair PriceLimited · 17
$22,77583,121 mi

Market: $17,990 – $26,243

Comparison: 17 similar vehicles

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

Montgomery, IL

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Montgomery, IL

OverpricedLimited · 19
$24,98845,435 mi

Market: $19,799 – $24,625

Comparison: 19 similar vehicles

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

Montgomery, IL

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Montgomery, IL

Fair PriceRobust · 135
$34,765Mileage not verified

Market: $32,630 – $42,099

Comparison: 135 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Montgomery, IL

2021 GMC Sierra 1500 AT4

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

2021 GMC Sierra 1500 AT4

Montgomery, IL

Fair PriceModerate · 23
$35,98882,215 mi

Market: $27,995 – $37,262

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Montgomery, IL

2026 GMC Terrain AT4

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

2026 GMC Terrain AT4

Montgomery, IL

Fair PriceLimited · 12
$38,316Mileage not verified

Market: $38,488 – $43,687

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 226 days listed (based on current market benchmarks)

Montgomery, IL

2026 GMC Terrain AT4

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

2026 GMC Terrain AT4

Montgomery, IL

Fair PriceLimited · 12
$38,4883,424 mi

Market: $38,316 – $43,687

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 182 days listed (based on current market benchmarks)

Montgomery, IL

2026 GMC Terrain Denali

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

2026 GMC Terrain Denali

Montgomery, IL

Great DealModerate · 29
$38,488Mileage not verified

Market: $40,954 – $48,415

Comparison: 29 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 164 days listed (based on current market benchmarks)

Montgomery, IL

2026 GMC Terrain Denali

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

2026 GMC Terrain Denali

Montgomery, IL

Fair PriceModerate · 20
$38,6889,421 mi

Market: $36,893 – $43,998

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Montgomery, IL

2022 GMC Sierra 1500 Elevation

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

2022 GMC Sierra 1500 Elevation

Montgomery, IL

UnscoredInsufficient · 4
$45,88867,952 mi

Comparison: 4 similar vehicles

Montgomery, IL

2026 GMC Sierra 1500 SLE

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

2026 GMC Sierra 1500 SLE

Montgomery, IL

Fair PriceModerate · 20
$46,5783,008 mi

Market: $44,960 – $64,845

Comparison: 20 similar vehicles

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

Montgomery, IL

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Montgomery, IL

Fair PriceModerate · 47
$46,588Mileage not verified

Market: $39,712 – $51,120

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Montgomery, IL

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

Montgomery, IL

Fair PriceRobust · 56
$46,638Mileage not verified

Market: $39,585 – $58,116

Comparison: 56 similar vehicles

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

Montgomery, IL

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

Montgomery, IL

Fair PriceRobust · 56
$47,738Mileage not verified

Market: $39,585 – $58,116

Comparison: 56 similar vehicles

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

Montgomery, IL

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Montgomery, IL

Fair PriceRobust · 134
$47,888Mileage not verified

Market: $44,125 – $58,108

Comparison: 134 similar vehicles

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

Montgomery, IL

2026 GMC Canyon AT4

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

2026 GMC Canyon AT4

Montgomery, IL

Fair PriceModerate · 26
$48,588Mileage not verified

Market: $45,624 – $54,329

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Montgomery, IL

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Montgomery, IL

Fair PriceRobust · 93
$48,988Mileage not verified

Market: $40,663 – $56,069

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

Montgomery, IL

2025 GMC Acadia Denali

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

2025 GMC Acadia Denali

Montgomery, IL

Fair PriceModerate · 24
$50,98818,758 mi

Market: $41,100 – $96,292

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Montgomery, IL

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

Montgomery, IL

Fair PriceRobust · 215
$51,138Mileage not verified

Market: $43,500 – $83,403

Comparison: 215 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Montgomery, IL

2026 GMC Sierra 1500 SLE

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

2026 GMC Sierra 1500 SLE

Montgomery, IL

Fair PriceModerate · 20
$51,6972,633 mi

Market: $44,960 – $64,845

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 377 days listed (based on current market benchmarks)

Montgomery, IL

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

Montgomery, IL

Fair PriceModerate · 36
$52,311Mileage not verified

Market: $48,378 – $62,926

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Montgomery, IL

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

Montgomery, IL

Fair PriceLimited · 12
$52,77020,555 mi

Market: $50,795 – $56,590

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Montgomery, IL

2025 GMC Sierra 3500HD Pro

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

2025 GMC Sierra 3500HD Pro

Montgomery, IL

Unscored
$52,988200 mi

Comparison: 5 similar vehicles

Montgomery, IL

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Montgomery, IL

Fair PriceRobust · 134
$53,517Mileage not verified

Market: $44,125 – $58,108

Comparison: 134 similar vehicles

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

Montgomery, IL

2025 GMC Sierra 3500HD Pro

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

2025 GMC Sierra 3500HD Pro

Montgomery, IL

Unscored
$53,888250 mi

Comparison: 5 similar vehicles

Montgomery, IL

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Montgomery, IL

Fair PriceRobust · 134
$54,116Mileage not verified

Market: $44,125 – $58,108

Comparison: 134 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Montgomery, IL

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

Montgomery, IL

Unscored
$54,58814,169 mi

Comparison: 5 similar vehicles

Montgomery, IL

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

Montgomery, IL

Fair PriceRobust · 138
$54,838Mileage not verified

Market: $49,785 – $71,225

Comparison: 138 similar vehicles

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

Montgomery, IL

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

Montgomery, IL

Fair PriceRobust · 138
$55,138Mileage not verified

Market: $49,785 – $71,225

Comparison: 138 similar vehicles

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

Montgomery, IL

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Montgomery, IL

Fair PriceRobust · 134
$55,262Mileage not verified

Market: $44,125 – $58,108

Comparison: 134 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Montgomery, IL

2027 GMC Canyon Denali

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

2027 GMC Canyon Denali

Montgomery, IL

UnscoredInsufficient · 4
$56,136Mileage not verified

Comparison: 4 similar vehicles

Montgomery, IL

2025 GMC Sierra 1500 AT4

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

2025 GMC Sierra 1500 AT4

Montgomery, IL

OverpricedLimited · 10
$56,58825,571 mi

Market: $50,371 – $54,990

Comparison: 10 similar vehicles

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

Montgomery, IL

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

Montgomery, IL

Fair PriceModerate · 36
$57,329Mileage not verified

Market: $48,378 – $62,926

Comparison: 36 similar vehicles

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

Montgomery, IL

2025 GMC Sierra 1500 Denali Ultimate

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

2025 GMC Sierra 1500 Denali Ultimate

Montgomery, IL

Unscored
$57,98830,054 mi

Comparison: 15 similar vehicles

Montgomery, IL

2024 GMC Sierra 1500 AT4X

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

2024 GMC Sierra 1500 AT4X

Montgomery, IL

Unscored
$59,48844,196 mi

Comparison: 8 similar vehicles

Montgomery, IL

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

Montgomery, IL

Fair PriceRobust · 138
$60,638Mileage not verified

Market: $49,785 – $71,225

Comparison: 138 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Montgomery, IL

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

Montgomery, IL

Fair PriceRobust · 245
$61,138Mileage not verified

Market: $59,413 – $85,576

Comparison: 245 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Montgomery, IL

2023 GMC Yukon Denali

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

2023 GMC Yukon Denali

Montgomery, IL

Fair PriceRobust · 58
$62,98835,891 mi

Market: $56,296 – $68,187

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Montgomery, IL

2027 GMC Acadia Denali

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

2027 GMC Acadia Denali

Montgomery, IL

Fair PriceModerate · 32
$65,855Mileage not verified

Market: $60,940 – $66,353

Comparison: 32 similar vehicles

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

Montgomery, IL

2027 GMC Acadia Denali Ultimate

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

2027 GMC Acadia Denali Ultimate

Montgomery, IL

Fair PriceModerate · 47
$66,424Mileage not verified

Market: $64,890 – $70,038

Comparison: 47 similar vehicles

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

Montgomery, IL

2027 GMC Acadia Denali Ultimate

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

2027 GMC Acadia Denali Ultimate

Montgomery, IL

Fair PriceModerate · 47
$66,701Mileage not verified

Market: $64,890 – $70,038

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Montgomery, IL

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

Montgomery, IL

Fair PriceRobust · 245
$67,638Mileage not verified

Market: $59,413 – $85,576

Comparison: 245 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Montgomery, IL

2023 GMC Yukon XL Denali Ultimate

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

2023 GMC Yukon XL Denali Ultimate

Montgomery, IL

OverpricedModerate · 21
$67,88847,046 mi

Market: $63,187 – $66,292

Comparison: 21 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Montgomery, IL

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Montgomery, IL

OverpricedLimited · 19
$69,88815,876 mi

Market: $59,495 – $68,309

Comparison: 19 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Montgomery, IL

2025 GMC Yukon Denali

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

2025 GMC Yukon Denali

Montgomery, IL

UnscoredInsufficient · 3
$70,28837,922 mi

Comparison: 3 similar vehicles

Montgomery, IL

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

Montgomery, IL

Fair PriceModerate · 28
$72,138Mileage not verified

Market: $68,729 – $86,091

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Montgomery, IL

2026 GMC Yukon Elevation

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

2026 GMC Yukon Elevation

Montgomery, IL

Fair PriceLimited · 18
$74,750Mileage not verified

Market: $69,995 – $100,308

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 160 days listed (based on current market benchmarks)

Montgomery, IL

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 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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