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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 12, 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

86 listings found

2010 GMC Acadia SL

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

2010 GMC Acadia SL

Dublin, GA

UnscoredInsufficient · 0
$4,950285,488 mi

Dublin, GA

2010 GMC Acadia SLT1

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

2010 GMC Acadia SLT1

Dublin, GA

Unscored
$4,950194,182 mi

Comparison: 8 similar vehicles

Dublin, GA

2011 GMC Terrain SLE-1

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

2011 GMC Terrain SLE-1

Dublin, GA

UnscoredInsufficient · 4
$5,950Mileage not verified

Comparison: 4 similar vehicles

Dublin, GA

2010 GMC Acadia SLT1

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

2010 GMC Acadia SLT1

Dublin, GA

Unscored
$5,950171,306 mi

Comparison: 8 similar vehicles

Dublin, GA

2015 GMC Sierra 2500HD

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

2015 GMC Sierra 2500HD

Dublin, GA

UnscoredInsufficient · 0
$7,950348,814 mi

Dublin, GA

2008 GMC Yukon SLE1

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

2008 GMC Yukon SLE1

Dublin, GA

Unscored
$7,950233,796 mi

Comparison: 8 similar vehicles

Dublin, GA

2015 GMC Yukon XL Denali

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

2015 GMC Yukon XL Denali

Dublin, GA

Unscored
$8,950312,043 mi

Comparison: 20 similar vehicles

Dublin, GA

2006 GMC W3500

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

2006 GMC W3500

Dublin, GA

UnscoredInsufficient · 0
$8,950235,107 mi

Dublin, GA

2007 GMC Sierra 1500 Denali

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

2007 GMC Sierra 1500 Denali

Dublin, GA

UnscoredInsufficient · 0
$9,950233,009 mi

Dublin, GA

2012 GMC Sierra 1500 Work Truck

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

2012 GMC Sierra 1500 Work Truck

Dublin, GA

UnscoredInsufficient · 0
$10,449192,898 mi

Dublin, GA

No Photo

2018 GMC Acadia SLT-1

Dublin, GA

Unscored
$10,950194,888 mi

Comparison: 50 similar vehicles

Dublin, GA

2013 GMC Sierra 2500HD Work Truck

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

2013 GMC Sierra 2500HD Work Truck

Dublin, GA

UnscoredInsufficient · 4
$12,950147,339 mi

Comparison: 4 similar vehicles

Dublin, GA

2016 GMC Sierra 1500 SLT

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

2016 GMC Sierra 1500 SLT

Dublin, GA

Unscored
$13,000267,086 mi

Comparison: 46 similar vehicles

Dublin, GA

2016 GMC Sierra 1500 SLT

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

2016 GMC Sierra 1500 SLT

Dublin, GA

Unscored
$15,950200,004 mi

Comparison: 46 similar vehicles

Dublin, GA

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

Dublin, GA

Unscored
$15,995154,509 mi

Comparison: 45 similar vehicles

Dublin, GA

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Dublin, GA

Unscored
$16,950167,423 mi

Comparison: 75 similar vehicles

Dublin, GA

2014 GMC Sierra 3500 Denali HD

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

2014 GMC Sierra 3500 Denali HD

Dublin, GA

UnscoredInsufficient · 0
$17,000357,269 mi

Dublin, GA

2016 GMC Yukon SLT

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

2016 GMC Yukon SLT

Dublin, GA

Unscored
$17,950160,714 mi

Comparison: 7 similar vehicles

Dublin, GA

2017 GMC Canyon SLE

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

2017 GMC Canyon SLE

Dublin, GA

Fair PriceLimited · 11
$18,59587,143 mi

Market: $14,890 – $25,986

Comparison: 11 similar vehicles

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

Dublin, GA

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Dublin, GA

Unscored
$19,99951,435 mi

Comparison: 7 similar vehicles

Dublin, GA

2007 GMC Sierra Classic 3500 SLT

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

2007 GMC Sierra Classic 3500 SLT

Dublin, GA

UnscoredInsufficient · 0
$25,900212,000 mi

Dublin, GA

2023 GMC Acadia AT4

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

2023 GMC Acadia AT4

Dublin, GA

OverpricedModerate · 35
$29,94482,928 mi

Market: $23,294 – $28,975

Comparison: 35 similar vehicles

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

Dublin, GA

2021 GMC Canyon AT4

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

2021 GMC Canyon AT4

Dublin, GA

OverpricedLimited · 19
$31,94451,470 mi

Market: $27,888 – $28,887

Comparison: 19 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Dublin, GA

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

Dublin, GA

Fair PriceRobust · 81
$32,59995,694 mi

Market: $24,364 – $37,590

Comparison: 81 similar vehicles

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

Dublin, GA

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

Dublin, GA

Fair PriceLimited · 10
$34,59051,135 mi

Market: $33,664 – $36,795

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Dublin, GA

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

Dublin, GA

Fair PriceLimited · 10
$35,29554,427 mi

Market: $33,664 – $36,795

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Dublin, GA

2018 GMC Sierra 1500 SLT

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

2018 GMC Sierra 1500 SLT

Dublin, GA

UnscoredInsufficient · 3
$35,74651,327 mi

Comparison: 3 similar vehicles

Dublin, GA

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

Dublin, GA

Unscored
$36,79562,698 mi

Comparison: 5 similar vehicles

Dublin, GA

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

Dublin, GA

OverpricedLimited · 10
$36,79550,100 mi

Market: $33,664 – $36,164

Comparison: 10 similar vehicles

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

Dublin, GA

2022 GMC Yukon XL SLT

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

2022 GMC Yukon XL SLT

Dublin, GA

Fair PriceModerate · 29
$37,84998,661 mi

Market: $23,995 – $46,423

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

Dublin, GA

2023 GMC Acadia Denali

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

2023 GMC Acadia Denali

Dublin, GA

Fair PriceRobust · 85
$38,59931,908 mi

Market: $31,871 – $39,148

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

Dublin, GA

2025 GMC Canyon Elevation

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

2025 GMC Canyon Elevation

Dublin, GA

Fair PriceModerate · 26
$39,59919,397 mi

Market: $35,094 – $40,517

Comparison: 26 similar vehicles

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

Dublin, GA

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

Dublin, GA

Unscored
$39,599117,762 mi

Comparison: 9 similar vehicles

Dublin, GA

2026 GMC Terrain AT4

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

2026 GMC Terrain AT4

Dublin, GA

Fair PriceRobust · 83
$40,517Mileage not verified

Market: $34,495 – $45,748

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Dublin, GA

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

Dublin, GA

UnscoredInsufficient · 4
$41,590125,959 mi

Comparison: 4 similar vehicles

Dublin, GA

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Dublin, GA

Fair PriceRobust · 78
$41,5999,579 mi

Market: $36,664 – $48,991

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Dublin, GA

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

Dublin, GA

Fair PriceRobust · 130
$41,59936,005 mi

Market: $34,875 – $53,299

Comparison: 130 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 202 days listed (based on current market benchmarks)

Dublin, GA

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Dublin, GA

Fair PriceLimited · 11
$43,154Mileage not verified

Market: $40,899 – $44,654

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Dublin, GA

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Dublin, GA

Fair PriceLimited · 11
$43,256Mileage not verified

Market: $40,899 – $44,654

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Dublin, GA

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

Dublin, GA

Unscored
$45,24475,867 mi

Comparison: 7 similar vehicles

Dublin, GA

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Dublin, GA

UnscoredInsufficient · 3
$45,277Mileage not verified

Comparison: 3 similar vehicles

Dublin, GA

2026 GMC Terrain Denali

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

2026 GMC Terrain Denali

Dublin, GA

OverpricedLimited · 12
$45,672Mileage not verified

Market: $41,172 – $45,430

Comparison: 12 similar vehicles

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

Dublin, GA

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

Dublin, GA

UnscoredInsufficient · 0
$46,94454,827 mi

Dublin, GA

2024 GMC Acadia Denali

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

2024 GMC Acadia Denali

Dublin, GA

Fair PriceLimited · 15
$46,94417,920 mi

Market: $44,998 – $47,986

Comparison: 15 similar vehicles

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

Dublin, GA

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

Dublin, GA

Fair PriceLimited · 11
$47,47521,891 mi

Market: $40,164 – $48,760

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Dublin, GA

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

Dublin, GA

Unscored
$47,900157,327 mi

Comparison: 39 similar vehicles

Dublin, GA

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

Dublin, GA

Unscored
$48,44919,714 mi

Comparison: 7 similar vehicles

Dublin, GA

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

Dublin, GA

UnscoredInsufficient · 3
$48,474Mileage not verified

Comparison: 3 similar vehicles

Dublin, GA

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Dublin, GA

UnscoredInsufficient · 3
$48,4775,779 mi

Comparison: 3 similar vehicles

Dublin, GA

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

Dublin, GA

Fair PriceRobust · 96
$49,041Mileage not verified

Market: $40,329 – $74,843

Comparison: 96 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Dublin, GA

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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