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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

970 listings found

2013 GMC Terrain SLT-1

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

2013 GMC Terrain SLT-1

Miami, FL

UnscoredInsufficient · 0
$4,50071,242 mi

Miami, FL

2010 GMC Yukon SLT1

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

2010 GMC Yukon SLT1

Miami, FL

UnscoredInsufficient · 0
$4,600240,096 mi

Miami, FL

No Photo

2011 GMC Acadia SLE

Miami, FL

UnscoredInsufficient · 4
$4,899198,232 mi

Comparison: 4 similar vehicles

Miami, FL

2015 GMC Acadia SLE1

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

2015 GMC Acadia SLE1

Miami, FL

UnscoredInsufficient · 0
$4,900162,038 mi

Miami, FL

2013 GMC Acadia Denali

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

2013 GMC Acadia Denali

Miami, FL

UnscoredInsufficient · 0
$5,499145,554 mi

Miami, FL

2001 GMC Safari Cargo SL

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

2001 GMC Safari Cargo SL

Miami, FL

UnscoredInsufficient · 0
$6,300Mileage not verified

Miami, FL

2017 GMC Terrain SLT

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

2017 GMC Terrain SLT

Miami, FL

UnscoredInsufficient · 3
$7,00088,239 mi

Comparison: 3 similar vehicles

Miami, FL

2010 GMC Savana Cargo

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

2010 GMC Savana Cargo

Miami, FL

UnscoredInsufficient · 0
$7,000Mileage not verified

Miami, FL

2010 GMC Savana Cargo

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

2010 GMC Savana Cargo

Miami, FL

UnscoredInsufficient · 0
$7,300Mileage not verified

Miami, FL

2012 GMC Yukon Denali

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

2012 GMC Yukon Denali

Miami, FL

UnscoredInsufficient · 0
$7,498195,938 mi

Miami, FL

2009 GMC Sierra 1500 SLE

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

2009 GMC Sierra 1500 SLE

Miami, FL

UnscoredInsufficient · 3
$7,500142,347 mi

Comparison: 3 similar vehicles

Miami, FL

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

Miami, FL

Unscored
$7,99094,388 mi

Comparison: 5 similar vehicles

Miami, FL

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Miami, FL

UnscoredInsufficient · 4
$7,995165,770 mi

Comparison: 4 similar vehicles

Miami, FL

2008 GMC Canyon WT

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

2008 GMC Canyon WT

Hialeah, FL

UnscoredInsufficient · 0
$8,500157,610 mi

Hialeah, FL

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

Miami, FL

Unscored
$8,945204,569 mi

Comparison: 21 similar vehicles

Miami, FL

2019 GMC Terrain SLT

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

2019 GMC Terrain SLT

Miami, FL

Unscored
$9,450133,508 mi

Comparison: 9 similar vehicles

Miami, FL

2021 GMC Canyon Elevation

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

2021 GMC Canyon Elevation

Miami, FL

Unscored
$9,98083,566 mi

Comparison: 10 similar vehicles

Miami, FL

2019 GMC Terrain SLT

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

2019 GMC Terrain SLT

Miami, FL

Unscored
$9,995145,187 mi

Comparison: 7 similar vehicles

Miami, FL

2009 GMC Sierra 1500 SLE

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

2009 GMC Sierra 1500 SLE

Miami, FL

UnscoredInsufficient · 0
$9,999Mileage not verified

Miami, FL

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Miami, FL

Fair PriceModerate · 30
$10,900Mileage not verified

Market: $5,995 – $18,815

Comparison: 30 similar vehicles

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

Miami, FL

2017 GMC Yukon SLE

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

2017 GMC Yukon SLE

Miami, FL

Unscored
$10,900150,000 mi

Comparison: 5 similar vehicles

Miami, FL

2011 GMC Sierra 1500 SLE

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

2011 GMC Sierra 1500 SLE

Hialeah, FL

UnscoredInsufficient · 3
$10,900186,350 mi

Comparison: 3 similar vehicles

Hialeah, FL

2019 GMC Terrain SLT

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

2019 GMC Terrain SLT

Miami, FL

Unscored
$10,945114,015 mi

Comparison: 9 similar vehicles

Miami, FL

2017 GMC Canyon Base

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

2017 GMC Canyon Base

Miami, FL

UnscoredInsufficient · 0
$10,980168,111 mi

Miami, FL

2019 GMC Terrain SLE

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

2019 GMC Terrain SLE

Miami, FL

Fair PriceLimited · 10
$11,488105,108 mi

Market: $9,990 – $15,552

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Miami, FL

2019 GMC Terrain SLT

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

2019 GMC Terrain SLT

Hialeah, FL

Unscored
$11,49374,543 mi

Comparison: 9 similar vehicles

Hialeah, FL

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Miami, FL

Unscored
$11,499109,765 mi

Comparison: 6 similar vehicles

Miami, FL

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

Miami, FL

UnscoredInsufficient · 3
$11,500160,571 mi

Comparison: 3 similar vehicles

Miami, FL

2015 GMC Yukon Denali

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

2015 GMC Yukon Denali

Hialeah, FL

Unscored
$11,600179,494 mi

Comparison: 7 similar vehicles

Hialeah, FL

2016 GMC Canyon Base

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

2016 GMC Canyon Base

Miami, FL

UnscoredInsufficient · 3
$11,679110,773 mi

Comparison: 3 similar vehicles

Miami, FL

2019 GMC Terrain Denali

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

2019 GMC Terrain Denali

Miami, FL

Unscored
$11,995121,845 mi

Comparison: 20 similar vehicles

Miami, FL

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

Miami, FL

Unscored
$12,29893,238 mi

Comparison: 7 similar vehicles

Miami, FL

2013 GMC Yukon Denali

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

2013 GMC Yukon Denali

Hialeah, FL

UnscoredInsufficient · 0
$12,489156,386 mi

Hialeah, FL

2019 GMC Yukon SLT

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

2019 GMC Yukon SLT

Miami, FL

Unscored
$12,50097,320 mi

Comparison: 19 similar vehicles

Miami, FL

2012 GMC Savana Cargo Base

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

2012 GMC Savana Cargo Base

Miami, FL

UnscoredInsufficient · 0
$12,700189,330 mi

Miami, FL

2021 GMC Terrain SLE

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

2021 GMC Terrain SLE

Miami, FL

Unscored
$12,90073,471 mi

Comparison: 8 similar vehicles

Miami, FL

2022 GMC Terrain SLE

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

2022 GMC Terrain SLE

Miami, FL

Unscored
$12,999125,902 mi

Comparison: 6 similar vehicles

Miami, FL

2019 GMC Savana Cargo Work Van

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

2019 GMC Savana Cargo Work Van

Miami, FL

UnscoredInsufficient · 3
$13,000128,000 mi

Comparison: 3 similar vehicles

Miami, FL

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Miami, FL

Fair PriceModerate · 22
$13,126102,999 mi

Market: $9,995 – $17,101

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Miami, FL

2020 GMC Terrain SLE

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

2020 GMC Terrain SLE

Miami, FL

Fair PriceLimited · 17
$13,32370,073 mi

Market: $13,802 – $16,488

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 25 days listed (based on current market benchmarks)

Miami, FL

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Miami, FL

UnscoredInsufficient · 0
$13,88046,907 mi

Miami, FL

2016 GMC Savana Cargo Work Van

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

2016 GMC Savana Cargo Work Van

Miami, FL

UnscoredInsufficient · 3
$13,990179,325 mi

Comparison: 3 similar vehicles

Miami, FL

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Miami, FL

UnscoredInsufficient · 0
$13,99522,385 mi

Miami, FL

2017 GMC Savana Cutaway Work Van

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

2017 GMC Savana Cutaway Work Van

Miami, FL

UnscoredInsufficient · 0
$13,995Mileage not verified

Miami, FL

2021 GMC Acadia SLE

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

2021 GMC Acadia SLE

Miami, FL

UnscoredInsufficient · 4
$13,999113,800 mi

Comparison: 4 similar vehicles

Miami, FL

2019 GMC Terrain Denali

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

2019 GMC Terrain Denali

Miami, FL

Salvage title
$13,99979,295 mi

Miami, FL

2015 GMC Yukon Denali

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

2015 GMC Yukon Denali

Hialeah, FL

Unscored
$14,487191,371 mi

Comparison: 7 similar vehicles

Hialeah, FL

2015 GMC Yukon Denali

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

2015 GMC Yukon Denali

Miami, FL

Unscored
$14,499162,540 mi

Comparison: 7 similar vehicles

Miami, FL

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Miami, FL

Fair PriceModerate · 30
$14,500Mileage not verified

Market: $5,995 – $18,815

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Miami, FL

2016 GMC Savana Cutaway Work Van

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

2016 GMC Savana Cutaway Work Van

Miami, FL

UnscoredInsufficient · 0
$14,800Mileage not verified

Miami, FL

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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