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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 14, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

733 listings found

2007 GMC Yukon XL Denali

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

2007 GMC Yukon XL Denali

Tucson, AZ

Unscored
$5,250235,116 mi

Comparison: 5 similar vehicles

Tucson, AZ

2016 GMC Acadia SLT-1

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

2016 GMC Acadia SLT-1

Tucson, AZ

UnscoredInsufficient · 0
$5,995182,902 mi

Tucson, AZ

2004 GMC Yukon XL Denali

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

2004 GMC Yukon XL Denali

Tucson, AZ

UnscoredInsufficient · 0
$5,995234,196 mi

Tucson, AZ

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Tucson, AZ

UnscoredInsufficient · 0
$6,499109,725 mi

Tucson, AZ

2011 GMC Acadia Denali

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

2011 GMC Acadia Denali

Tucson, AZ

UnscoredInsufficient · 0
$6,999169,844 mi

Tucson, AZ

2015 GMC Terrain SLE-1

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

2015 GMC Terrain SLE-1

Tucson, AZ

Unscored
$7,700121,789 mi

Comparison: 5 similar vehicles

Tucson, AZ

2013 GMC Acadia SLT1

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

2013 GMC Acadia SLT1

Tucson, AZ

UnscoredInsufficient · 0
$8,798117,482 mi

Tucson, AZ

2013 GMC Terrain SLE-1

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

2013 GMC Terrain SLE-1

Tucson, AZ

UnscoredInsufficient · 0
$8,99584,991 mi

Tucson, AZ

2011 GMC Terrain SLT-1

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

2011 GMC Terrain SLT-1

Tucson, AZ

UnscoredInsufficient · 0
$8,995132,976 mi

Tucson, AZ

2006 GMC Yukon SL

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

2006 GMC Yukon SL

Tucson, AZ

UnscoredInsufficient · 0
$8,999183,000 mi

Tucson, AZ

2006 GMC Savana Base

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

2006 GMC Savana Base

Tucson, AZ

UnscoredInsufficient · 0
$8,999106,083 mi

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 0
$9,590144,845 mi

Tucson, AZ

2018 GMC Acadia SLE-1

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

2018 GMC Acadia SLE-1

Tucson, AZ

Unscored
$9,995128,917 mi

Comparison: 9 similar vehicles

Tucson, AZ

2011 GMC Terrain SLT-2

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

2011 GMC Terrain SLT-2

Tucson, AZ

UnscoredInsufficient · 0
$10,08992,912 mi

Tucson, AZ

2014 GMC Acadia SLE2

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

2014 GMC Acadia SLE2

Tucson, AZ

UnscoredInsufficient · 0
$10,299137,337 mi

Tucson, AZ

2015 GMC Acadia Denali

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

2015 GMC Acadia Denali

Tucson, AZ

UnscoredInsufficient · 0
$10,498127,080 mi

Tucson, AZ

2010 GMC Sierra 1500 SLE

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

2010 GMC Sierra 1500 SLE

Tucson, AZ

UnscoredInsufficient · 0
$10,900152,995 mi

Tucson, AZ

2011 GMC Yukon SLT

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

2011 GMC Yukon SLT

Tucson, AZ

UnscoredInsufficient · 0
$10,990160,040 mi

Tucson, AZ

2013 GMC Sierra 1500 Work Truck

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

2013 GMC Sierra 1500 Work Truck

Tucson, AZ

UnscoredInsufficient · 3
$11,294120,336 mi

Comparison: 3 similar vehicles

Tucson, AZ

2007 GMC Yukon Denali

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

2007 GMC Yukon Denali

Tucson, AZ

UnscoredInsufficient · 0
$11,499Mileage not verified

Tucson, AZ

2011 GMC Yukon Denali

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

2011 GMC Yukon Denali

Tucson, AZ

UnscoredInsufficient · 0
$11,799208,738 mi

Tucson, AZ

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Tucson, AZ

Unscored
$11,995120,716 mi

Comparison: 12 similar vehicles

Tucson, AZ

2019 GMC Acadia SLE-2

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

2019 GMC Acadia SLE-2

Tucson, AZ

Unscored
$11,999142,325 mi

Comparison: 6 similar vehicles

Tucson, AZ

2013 GMC Yukon SLT

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

2013 GMC Yukon SLT

Tucson, AZ

UnscoredInsufficient · 0
$11,999142,314 mi

Tucson, AZ

2016 GMC Acadia SLT-1

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

2016 GMC Acadia SLT-1

Tucson, AZ

UnscoredInsufficient · 0
$12,599102,743 mi

Tucson, AZ

2016 GMC Acadia Denali

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

2016 GMC Acadia Denali

Tucson, AZ

UnscoredInsufficient · 0
$12,780115,003 mi

Tucson, AZ

2019 GMC Acadia SLE-1

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

2019 GMC Acadia SLE-1

Tucson, AZ

UnscoredInsufficient · 4
$12,995116,819 mi

Comparison: 4 similar vehicles

Tucson, AZ

2017 GMC Savana Cargo Work Van

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

2017 GMC Savana Cargo Work Van

Tucson, AZ

UnscoredInsufficient · 0
$12,995146,000 mi

Tucson, AZ

2019 GMC Terrain SLT

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

2019 GMC Terrain SLT

Tucson, AZ

Fair PriceModerate · 21
$13,28796,515 mi

Market: $7,990 – $18,272

Comparison: 21 similar vehicles

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

Tucson, AZ

2019 GMC Acadia SLE-1

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

2019 GMC Acadia SLE-1

Tucson, AZ

UnscoredInsufficient · 4
$13,795112,978 mi

Comparison: 4 similar vehicles

Tucson, AZ

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Tucson, AZ

UnscoredInsufficient · 4
$14,33175,225 mi

Comparison: 4 similar vehicles

Tucson, AZ

2021 GMC Terrain SLT

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

2021 GMC Terrain SLT

Tucson, AZ

UnscoredInsufficient · 3
$14,40089,018 mi

Comparison: 3 similar vehicles

Tucson, AZ

2019 GMC Terrain SLT

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

2019 GMC Terrain SLT

Tucson, AZ

Fair PriceLimited · 13
$14,485111,044 mi

Market: $13,798 – $15,368

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Tucson, AZ

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Tucson, AZ

UnscoredInsufficient · 4
$14,85996,434 mi

Comparison: 4 similar vehicles

Tucson, AZ

2019 GMC Acadia SLE-1

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

2019 GMC Acadia SLE-1

Tucson, AZ

UnscoredInsufficient · 3
$14,99095,000 mi

Comparison: 3 similar vehicles

Tucson, AZ

2018 GMC Yukon SLE

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

2018 GMC Yukon SLE

Tucson, AZ

UnscoredInsufficient · 3
$14,999147,065 mi

Comparison: 3 similar vehicles

Tucson, AZ

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Tucson, AZ

OverpricedLimited · 12
$14,99978,146 mi

Market: $11,995 – $13,590

Comparison: 12 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Tucson, AZ

2015 GMC Savana Cutaway Work Van

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

2015 GMC Savana Cutaway Work Van

Tucson, AZ

UnscoredInsufficient · 0
$14,999173,342 mi

Tucson, AZ

2013 GMC Savana LS

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

2013 GMC Savana LS

Tucson, AZ

UnscoredInsufficient · 0
$15,29987,325 mi

Tucson, AZ

2019 GMC Terrain SLT

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

2019 GMC Terrain SLT

Tucson, AZ

Fair PriceLimited · 15
$15,36895,006 mi

Market: $11,807 – $16,998

Comparison: 15 similar vehicles

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

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 3
$15,500189,936 mi

Comparison: 3 similar vehicles

Tucson, AZ

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Tucson, AZ

Fair PriceLimited · 10
$15,780109,800 mi

Market: $9,977 – $19,560

Comparison: 10 similar vehicles

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

Tucson, AZ

2021 GMC Acadia SLE

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

2021 GMC Acadia SLE

Tucson, AZ

Unscored
$15,80585,647 mi

Comparison: 8 similar vehicles

Tucson, AZ

2015 GMC Yukon SLT

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

2015 GMC Yukon SLT

Tucson, AZ

Unscored
$15,829165,930 mi

Comparison: 8 similar vehicles

Tucson, AZ

2014 GMC Sierra 1500 1SA

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

2014 GMC Sierra 1500 1SA

Tucson, AZ

Unscored
$15,900140,300 mi

Comparison: 5 similar vehicles

Tucson, AZ

2012 GMC Sierra 1500 SLT

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

2012 GMC Sierra 1500 SLT

Tucson, AZ

UnscoredInsufficient · 4
$15,900143,753 mi

Comparison: 4 similar vehicles

Tucson, AZ

2018 GMC Canyon SLE

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

2018 GMC Canyon SLE

Tucson, AZ

UnscoredInsufficient · 3
$15,990123,062 mi

Comparison: 3 similar vehicles

Tucson, AZ

2020 GMC Terrain SLE

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

2020 GMC Terrain SLE

Tucson, AZ

Fair PriceLimited · 11
$15,99596,000 mi

Market: $10,988 – $17,098

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Tucson, AZ

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

Tucson, AZ

Unscored
$15,999134,872 mi

Comparison: 10 similar vehicles

Tucson, AZ

2021 GMC Acadia SLT

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

2021 GMC Acadia SLT

Tucson, AZ

Unscored
$16,479108,278 mi

Comparison: 9 similar vehicles

Tucson, AZ

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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