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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 13, 2026

7.2M+

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

249 listings found

2016 GMC Acadia SLE-1

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

2016 GMC Acadia SLE-1

Ann Arbor, MI

Unscored
$6,995122,420 mi

Comparison: 14 similar vehicles

Ann Arbor, MI

1999 GMC Sonoma SLS

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

1999 GMC Sonoma SLS

Ann Arbor, MI

UnscoredInsufficient · 0
$7,49554,226 mi

Ann Arbor, MI

2012 GMC Acadia Denali

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

2012 GMC Acadia Denali

Ann Arbor, MI

Fair PriceModerate · 22
$8,56599,262 mi

Market: $3,900 – $10,877

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Ann Arbor, MI

2017 GMC Acadia SLE-2

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

2017 GMC Acadia SLE-2

Ann Arbor, MI

Unscored
$9,777145,389 mi

Comparison: 93 similar vehicles

Ann Arbor, MI

2015 GMC Yukon SLE

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

2015 GMC Yukon SLE

Ann Arbor, MI

Unscored
$10,309185,181 mi

Comparison: 20 similar vehicles

Ann Arbor, MI

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Ann Arbor, MI

Unscored
$10,316182,082 mi

Comparison: 19 similar vehicles

Ann Arbor, MI

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Ann Arbor, MI

Unscored
$10,500160,719 mi

Comparison: 18 similar vehicles

Ann Arbor, MI

2016 GMC Acadia SLT-2

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

2016 GMC Acadia SLT-2

Ann Arbor, MI

UnscoredInsufficient · 0
$16,22051,930 mi

Ann Arbor, MI

2019 GMC Terrain SLT

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

2019 GMC Terrain SLT

Ann Arbor, MI

Fair PriceModerate · 26
$16,31379,401 mi

Market: $10,941 – $16,367

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Ann Arbor, MI

2017 GMC Sierra 3500HD SLT

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

2017 GMC Sierra 3500HD SLT

Ann Arbor, MI

UnscoredInsufficient · 0
$18,299296,889 mi

Ann Arbor, MI

2019 GMC Yukon SLT

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

2019 GMC Yukon SLT

Ann Arbor, MI

Unscored
$18,936162,870 mi

Comparison: 10 similar vehicles

Ann Arbor, MI

2021 GMC Acadia SLE

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

2021 GMC Acadia SLE

Ann Arbor, MI

Fair PriceModerate · 24
$18,97385,592 mi

Market: $14,254 – $20,265

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Ann Arbor, MI

2020 GMC Sierra 1500 Base

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

2020 GMC Sierra 1500 Base

Ann Arbor, MI

Fair PriceModerate · 38
$19,97281,440 mi

Market: $16,966 – $31,895

Comparison: 38 similar vehicles

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

Ann Arbor, MI

2022 GMC Acadia SLE

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

2022 GMC Acadia SLE

Ann Arbor, MI

Unscored
$20,25388,749 mi

Comparison: 8 similar vehicles

Ann Arbor, MI

2021 GMC Acadia SLE

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

2021 GMC Acadia SLE

Ann Arbor, MI

OverpricedModerate · 24
$20,26569,790 mi

Market: $14,254 – $20,151

Comparison: 24 similar vehicles

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

Ann Arbor, MI

2019 GMC Yukon SLE

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

2019 GMC Yukon SLE

Ann Arbor, MI

Fair PriceModerate · 35
$20,275118,965 mi

Market: $19,000 – $25,814

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Ann Arbor, MI

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

Ann Arbor, MI

OverpricedLimited · 10
$20,54996,819 mi

Market: $18,590 – $18,988

Comparison: 10 similar vehicles

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

Ann Arbor, MI

2017 GMC Sierra 1500 SLE

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

2017 GMC Sierra 1500 SLE

Ann Arbor, MI

Unscored
$20,99597,666 mi

Comparison: 6 similar vehicles

Ann Arbor, MI

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Ann Arbor, MI

Fair PriceRobust · 52
$21,10937,263 mi

Market: $19,743 – $23,589

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Ann Arbor, MI

2020 GMC Yukon SLE

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

2020 GMC Yukon SLE

Ann Arbor, MI

Unscored
$21,31495,698 mi

Comparison: 8 similar vehicles

Ann Arbor, MI

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Ann Arbor, MI

Unscored
$22,45156,282 mi

Comparison: 8 similar vehicles

Ann Arbor, MI

2018 GMC Sierra 2500 Denali HD

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

2018 GMC Sierra 2500 Denali HD

Ann Arbor, MI

Unscored
$22,995266,701 mi

Comparison: 38 similar vehicles

Ann Arbor, MI

2023 GMC Terrain SLT

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

2023 GMC Terrain SLT

Ann Arbor, MI

UnscoredInsufficient · 3
$23,14445,725 mi

Comparison: 3 similar vehicles

Ann Arbor, MI

2022 GMC Terrain SLT

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

2022 GMC Terrain SLT

Ann Arbor, MI

Fair PriceLimited · 13
$23,26440,036 mi

Market: $21,785 – $23,340

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Ann Arbor, MI

2020 GMC Yukon XL SLT

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

2020 GMC Yukon XL SLT

Ann Arbor, MI

Unscored
$23,500120,602 mi

Comparison: 47 similar vehicles

Ann Arbor, MI

2020 GMC Canyon SLE

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

2020 GMC Canyon SLE

Ann Arbor, MI

Fair PriceModerate · 27
$24,28466,852 mi

Market: $20,776 – $25,649

Comparison: 27 similar vehicles

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

Ann Arbor, MI

2019 GMC Yukon SLE

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

2019 GMC Yukon SLE

Ann Arbor, MI

Fair PriceModerate · 35
$24,41976,273 mi

Market: $19,000 – $25,814

Comparison: 35 similar vehicles

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

Ann Arbor, MI

2019 GMC Yukon Denali

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

2019 GMC Yukon Denali

Ann Arbor, MI

Unscored
$24,865144,969 mi

Comparison: 13 similar vehicles

Ann Arbor, MI

2023 GMC Acadia SLT

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

2023 GMC Acadia SLT

Ann Arbor, MI

Fair PriceModerate · 37
$24,98043,386 mi

Market: $20,515 – $30,288

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Ann Arbor, MI

2023 GMC Acadia SLE

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

2023 GMC Acadia SLE

Ann Arbor, MI

UnscoredInsufficient · 3
$26,01445,446 mi

Comparison: 3 similar vehicles

Ann Arbor, MI

2019 GMC Sierra 1500 Elevation

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

2019 GMC Sierra 1500 Elevation

Ann Arbor, MI

Fair PriceModerate · 35
$26,59582,731 mi

Market: $22,814 – $28,167

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Ann Arbor, MI

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

Ann Arbor, MI

Unscored
$26,775131,937 mi

Comparison: 64 similar vehicles

Ann Arbor, MI

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Ann Arbor, MI

Unscored
$28,99710,903 mi

Comparison: 6 similar vehicles

Ann Arbor, MI

2023 GMC Acadia SLT

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

2023 GMC Acadia SLT

Ann Arbor, MI

Fair PriceModerate · 36
$29,04346,292 mi

Market: $20,515 – $30,288

Comparison: 36 similar vehicles

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

Ann Arbor, MI

2015 GMC Sierra 2500 Denali HD

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

2015 GMC Sierra 2500 Denali HD

Ann Arbor, MI

Unscored
$29,114139,177 mi

Comparison: 9 similar vehicles

Ann Arbor, MI

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

Ann Arbor, MI

Fair PriceRobust · 64
$29,502115,698 mi

Market: $22,609 – $37,209

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Ann Arbor, MI

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Ann Arbor, MI

Unscored
$30,14733,150 mi

Comparison: 9 similar vehicles

Ann Arbor, MI

2019 GMC Sierra 1500 AT4

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

2019 GMC Sierra 1500 AT4

Ann Arbor, MI

Fair PriceModerate · 21
$30,31499,618 mi

Market: $25,814 – $33,600

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Ann Arbor, MI

2021 GMC Sierra 1500 SLE

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

2021 GMC Sierra 1500 SLE

Ann Arbor, MI

OverpricedLimited · 15
$30,67662,406 mi

Market: $19,995 – $28,135

Comparison: 15 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Ann Arbor, MI

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

Ann Arbor, MI

UnscoredInsufficient · 3
$31,50059,957 mi

Comparison: 3 similar vehicles

Ann Arbor, MI

2017 GMC Sierra 1500 SLT

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

2017 GMC Sierra 1500 SLT

Ann Arbor, MI

UnscoredInsufficient · 0
$31,51326,969 mi

Ann Arbor, MI

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

Ann Arbor, MI

Fair PriceRobust · 50
$32,30991,081 mi

Market: $27,914 – $43,225

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Ann Arbor, MI

2020 GMC Yukon XL Denali

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

2020 GMC Yukon XL Denali

Ann Arbor, MI

Unscored
$32,78980,118 mi

Comparison: 6 similar vehicles

Ann Arbor, MI

2023 GMC Acadia Denali

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

2023 GMC Acadia Denali

Ann Arbor, MI

Great DealLimited · 10
$32,98736,298 mi

Market: $34,295 – $34,609

Comparison: 10 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 104 days listed (based on current market benchmarks)

Ann Arbor, MI

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Ann Arbor, MI

Fair PriceModerate · 39
$33,603Mileage not verified

Market: $32,571 – $39,248

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Ann Arbor, MI

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

Ann Arbor, MI

Unscored
$34,26243,820 mi

Comparison: 6 similar vehicles

Ann Arbor, MI

2022 GMC Canyon Denali

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

2022 GMC Canyon Denali

Ann Arbor, MI

Unscored
$34,31032,441 mi

Comparison: 8 similar vehicles

Ann Arbor, MI

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Ann Arbor, MI

Fair PriceModerate · 22
$34,77523,346 mi

Market: $34,775 – $41,955

Comparison: 22 similar vehicles

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

Ann Arbor, MI

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Ann Arbor, MI

Fair PriceModerate · 21
$34,77525,521 mi

Market: $34,775 – $41,955

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Ann Arbor, MI

2021 GMC Yukon XL Denali

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

2021 GMC Yukon XL Denali

Ann Arbor, MI

Fair PriceModerate · 26
$34,808107,718 mi

Market: $33,990 – $46,295

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Ann Arbor, MI

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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