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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 31, 2026

6M+

Unique vehicles analyzed

as of October 30, 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

127 listings found

No Photo

2008 GMC Yukon

Stockton, CA

UnscoredInsufficient · 0
$6,677212,000 mi

Stockton, CA

2014 GMC Acadia SLT1

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

2014 GMC Acadia SLT1

Stockton, CA

UnscoredInsufficient · 4
$8,500110,572 mi

Comparison: 4 similar vehicles

Stockton, CA

1994 GMC Yukon

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

1994 GMC Yukon

Stockton, CA

UnscoredInsufficient · 0
$8,999308,184 mi

Stockton, CA

2007 GMC W3500

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

2007 GMC W3500

Stockton, CA

UnscoredInsufficient · 0
$9,950241,505 mi

Stockton, CA

2014 GMC Yukon SLT

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

2014 GMC Yukon SLT

Stockton, CA

UnscoredInsufficient · 4
$9,995159,961 mi

Comparison: 4 similar vehicles

Stockton, CA

2011 GMC Sierra 1500 WT

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

2011 GMC Sierra 1500 WT

Stockton, CA

UnscoredInsufficient · 0
$10,995157,619 mi

Stockton, CA

1991 GMC Sierra

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

1991 GMC Sierra

Stockton, CA

UnscoredInsufficient · 0
$10,999233,897 mi

Stockton, CA

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

Stockton, CA

UnscoredInsufficient · 4
$12,16778,929 mi

Comparison: 4 similar vehicles

Stockton, CA

2016 GMC Yukon XL SLT

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

2016 GMC Yukon XL SLT

Stockton, CA

UnscoredInsufficient · 0
$12,950171,250 mi

Stockton, CA

2018 GMC Yukon XL SLT

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

2018 GMC Yukon XL SLT

Stockton, CA

UnscoredInsufficient · 4
$15,999150,986 mi

Comparison: 4 similar vehicles

Stockton, CA

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Stockton, CA

UnscoredInsufficient · 3
$15,99981,471 mi

Comparison: 3 similar vehicles

Stockton, CA

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

Stockton, CA

Unscored
$16,121146,774 mi

Comparison: 5 similar vehicles

Stockton, CA

2011 GMC Sierra 2500HD SLT

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

2011 GMC Sierra 2500HD SLT

Stockton, CA

UnscoredInsufficient · 0
$18,999199,343 mi

Stockton, CA

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Stockton, CA

Unscored
$19,19847,205 mi

Comparison: 8 similar vehicles

Stockton, CA

2019 GMC Yukon XL SLT

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

2019 GMC Yukon XL SLT

Stockton, CA

Unscored
$19,999189,830 mi

Comparison: 14 similar vehicles

Stockton, CA

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Stockton, CA

OverpricedLimited · 14
$21,12170,466 mi

Market: $11,350 – $17,138

Comparison: 14 similar vehicles

Priced ~23% above the typical market range for similar vehicles (based on current market benchmarks)

Stockton, CA

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Stockton, CA

UnscoredInsufficient · 3
$21,80049,445 mi

Comparison: 3 similar vehicles

Stockton, CA

2021 GMC Acadia SLE

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

2021 GMC Acadia SLE

Stockton, CA

UnscoredInsufficient · 0
$23,41030,773 mi

Stockton, CA

2021 GMC Sierra 3500HD SLT

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

2021 GMC Sierra 3500HD SLT

Stockton, CA

UnscoredInsufficient · 0
$23,999210,727 mi

Stockton, CA

2021 GMC Acadia SLT

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

2021 GMC Acadia SLT

Stockton, CA

UnscoredInsufficient · 0
$25,02136,418 mi

Stockton, CA

2015 GMC Canyon SLT

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

2015 GMC Canyon SLT

Stockton, CA

Unscored
$25,11066,208 mi

Comparison: 5 similar vehicles

Stockton, CA

2021 GMC Sierra 2500 Denali HD

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

2021 GMC Sierra 2500 Denali HD

Stockton, CA

UnscoredInsufficient · 3
$31,999211,368 mi

Comparison: 3 similar vehicles

Stockton, CA

2023 GMC Acadia Denali

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

2023 GMC Acadia Denali

Stockton, CA

UnscoredInsufficient · 0
$35,72127,871 mi

Stockton, CA

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Stockton, CA

Fair PriceModerate · 23
$37,862Mileage not verified

Market: $32,517 – $41,368

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Stockton, CA

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Stockton, CA

Fair PriceModerate · 23
$37,862Mileage not verified

Market: $32,517 – $41,368

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Stockton, CA

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

Stockton, CA

UnscoredInsufficient · 4
$37,98856,598 mi

Comparison: 4 similar vehicles

Stockton, CA

2022 GMC Sierra 1500 Limited SLT

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

2022 GMC Sierra 1500 Limited SLT

Stockton, CA

Unscored
$37,99833,462 mi

Comparison: 7 similar vehicles

Stockton, CA

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

Stockton, CA

Unscored
$41,92184,864 mi

Comparison: 8 similar vehicles

Stockton, CA

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

Stockton, CA

Unscored
$42,12147,685 mi

Comparison: 5 similar vehicles

Stockton, CA

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Stockton, CA

Fair PriceModerate · 31
$42,697Mileage not verified

Market: $40,357 – $49,702

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Stockton, CA

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

Stockton, CA

Fair PriceLimited · 18
$43,03237,300 mi

Market: $40,062 – $47,874

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Stockton, CA

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

Stockton, CA

UnscoredInsufficient · 3
$43,11065,879 mi

Comparison: 3 similar vehicles

Stockton, CA

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Stockton, CA

Fair PriceLimited · 10
$43,1365,830 mi

Market: $37,652 – $44,887

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 181 days listed (based on current market benchmarks)

Stockton, CA

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Stockton, CA

Fair PriceModerate · 31
$43,192Mileage not verified

Market: $40,357 – $49,702

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Stockton, CA

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Stockton, CA

Fair PriceModerate · 27
$44,212Mileage not verified

Market: $40,082 – $46,743

Comparison: 27 similar vehicles

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

Stockton, CA

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Stockton, CA

Fair PriceModerate · 27
$44,512Mileage not verified

Market: $40,082 – $46,743

Comparison: 27 similar vehicles

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

Stockton, CA

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Stockton, CA

Fair PriceModerate · 31
$44,647Mileage not verified

Market: $40,357 – $49,702

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Stockton, CA

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Stockton, CA

Fair PriceModerate · 27
$44,707Mileage not verified

Market: $40,082 – $46,743

Comparison: 27 similar vehicles

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

Stockton, CA

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Stockton, CA

Fair PriceModerate · 27
$44,857Mileage not verified

Market: $40,082 – $46,743

Comparison: 27 similar vehicles

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

Stockton, CA

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

Stockton, CA

Fair PriceModerate · 30
$45,11047,657 mi

Market: $35,830 – $49,110

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 224 days listed (based on current market benchmarks)

Stockton, CA

2023 GMC Sierra 1500 Elevation

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

2023 GMC Sierra 1500 Elevation

Stockton, CA

Unscored
$45,11027,268 mi

Comparison: 5 similar vehicles

Stockton, CA

2023 GMC Sierra 1500 SLT

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

2023 GMC Sierra 1500 SLT

Stockton, CA

Unscored
$45,16046,453 mi

Comparison: 8 similar vehicles

Stockton, CA

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

Stockton, CA

Fair PriceModerate · 30
$46,11049,897 mi

Market: $35,830 – $49,110

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Stockton, CA

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

Stockton, CA

OverpricedModerate · 30
$49,11040,601 mi

Market: $35,830 – $46,110

Comparison: 30 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Stockton, CA

2022 GMC Yukon XL Denali

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

2022 GMC Yukon XL Denali

Stockton, CA

Unscored
$50,99862,287 mi

Comparison: 10 similar vehicles

Stockton, CA

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Stockton, CA

Fair PriceRobust · 79
$52,122Mileage not verified

Market: $45,347 – $62,132

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Stockton, CA

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Stockton, CA

Fair PriceRobust · 79
$52,572Mileage not verified

Market: $45,347 – $62,132

Comparison: 79 similar vehicles

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

Stockton, CA

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Stockton, CA

Fair PriceRobust · 79
$52,722Mileage not verified

Market: $45,347 – $62,132

Comparison: 79 similar vehicles

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

Stockton, CA

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

Stockton, CA

OverpricedLimited · 11
$53,11030,217 mi

Market: $39,347 – $47,023

Comparison: 11 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Stockton, CA

2022 GMC Yukon SLT

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

2022 GMC Yukon SLT

Stockton, CA

UnscoredInsufficient · 0
$53,11051,477 mi

Stockton, CA

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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