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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 1, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

78 listings found

2000 GMC Jimmy SLE

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

2000 GMC Jimmy SLE

Newark, OH

UnscoredInsufficient · 0
$5,31396,493 mi

Newark, OH

2012 GMC Acadia SL

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

2012 GMC Acadia SL

Newark, OH

Unscored
$5,995187,882 mi

Comparison: 8 similar vehicles

Newark, OH

2011 GMC Yukon XL Denali

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

2011 GMC Yukon XL Denali

Newark, OH

Unscored
$6,750224,250 mi

Comparison: 6 similar vehicles

Newark, OH

2009 GMC Yukon SLE1

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

2009 GMC Yukon SLE1

Newark, OH

UnscoredInsufficient · 0
$7,499124,500 mi

Newark, OH

2008 GMC Sierra 1500 Work Truck

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

2008 GMC Sierra 1500 Work Truck

Newark, OH

Fair PriceLimited · 19
$7,50081,920 mi

Market: $5,995 – $11,849

Comparison: 19 similar vehicles

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

Newark, OH

2009 GMC Sierra 1500 Work Truck

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

2009 GMC Sierra 1500 Work Truck

Newark, OH

Unscored
$8,000179,560 mi

Comparison: 9 similar vehicles

Newark, OH

2015 GMC Yukon SLT

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

2015 GMC Yukon SLT

Newark, OH

Unscored
$9,750208,252 mi

Comparison: 15 similar vehicles

Newark, OH

2015 GMC Acadia Denali

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

2015 GMC Acadia Denali

Newark, OH

Unscored
$10,397127,695 mi

Comparison: 19 similar vehicles

Newark, OH

2018 GMC Acadia SLE-2

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

2018 GMC Acadia SLE-2

Newark, OH

Fair PriceRobust · 58
$11,995109,911 mi

Market: $7,950 – $17,393

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Newark, OH

2019 GMC Terrain SLE

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

2019 GMC Terrain SLE

Newark, OH

Fair PriceModerate · 34
$13,99197,261 mi

Market: $10,423 – $16,387

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Newark, OH

2021 GMC Terrain SLE

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

2021 GMC Terrain SLE

Newark, OH

Fair PriceRobust · 62
$14,84698,501 mi

Market: $13,490 – $20,048

Comparison: 62 similar vehicles

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

Newark, OH

2020 GMC Terrain SLE

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

2020 GMC Terrain SLE

Newark, OH

Fair PriceLimited · 14
$14,99996,690 mi

Market: $13,995 – $17,348

Comparison: 14 similar vehicles

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

Newark, OH

2015 GMC Yukon SLT

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

2015 GMC Yukon SLT

Newark, OH

Unscored
$15,397172,791 mi

Comparison: 15 similar vehicles

Newark, OH

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

Newark, OH

Unscored
$20,550130,822 mi

Comparison: 19 similar vehicles

Newark, OH

2020 GMC Acadia SLE

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

2020 GMC Acadia SLE

Newark, OH

Fair PriceLimited · 10
$21,15056,790 mi

Market: $19,914 – $22,590

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Newark, OH

2023 GMC Terrain Denali

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

2023 GMC Terrain Denali

Newark, OH

Fair PriceLimited · 14
$23,94986,914 mi

Market: $22,984 – $33,998

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Newark, OH

2019 GMC Sierra 1500 SLE

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

2019 GMC Sierra 1500 SLE

Newark, OH

Fair PriceRobust · 77
$24,99593,824 mi

Market: $21,241 – $28,990

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Newark, OH

2023 GMC Terrain Denali

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

2023 GMC Terrain Denali

Newark, OH

UnscoredInsufficient · 4
$27,49935,220 mi

Comparison: 4 similar vehicles

Newark, OH

2017 GMC Sierra 1500 Denali

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

2017 GMC Sierra 1500 Denali

Newark, OH

Fair PriceRobust · 51
$30,26370,147 mi

Market: $15,024 – $37,036

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Newark, OH

2024 GMC Sierra 1500 Elevation

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

2024 GMC Sierra 1500 Elevation

Newark, OH

Unscored
$35,44338,700 mi

Comparison: 34 similar vehicles

Newark, OH

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

Newark, OH

UnscoredInsufficient · 4
$36,00098,420 mi

Comparison: 4 similar vehicles

Newark, OH

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

Newark, OH

OverpricedModerate · 24
$36,33362,498 mi

Market: $29,288 – $35,298

Comparison: 24 similar vehicles

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

Newark, OH

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Newark, OH

Fair PriceModerate · 47
$40,352Mileage not verified

Market: $32,468 – $43,338

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 102 days listed (based on current market benchmarks)

Newark, OH

2026 GMC Terrain AT4

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

2026 GMC Terrain AT4

Newark, OH

Fair PriceLimited · 11
$42,694Mileage not verified

Market: $38,656 – $45,180

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 174 days listed (based on current market benchmarks)

Newark, OH

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Newark, OH

Fair PriceModerate · 29
$45,078Mileage not verified

Market: $40,651 – $46,002

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Newark, OH

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

Newark, OH

Fair PriceRobust · 50
$50,263Mileage not verified

Market: $38,828 – $57,174

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Newark, OH

2026 GMC Canyon AT4

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

2026 GMC Canyon AT4

Newark, OH

Fair PriceLimited · 18
$51,208Mileage not verified

Market: $49,372 – $54,599

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Newark, OH

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Newark, OH

Fair PriceRobust · 133
$51,680Mileage not verified

Market: $48,038 – $68,624

Comparison: 133 similar vehicles

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

Newark, OH

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

Newark, OH

Fair PriceRobust · 50
$52,077Mileage not verified

Market: $38,828 – $57,174

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Newark, OH

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Newark, OH

Fair PriceRobust · 133
$52,248Mileage not verified

Market: $48,038 – $68,624

Comparison: 133 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Newark, OH

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

Newark, OH

Fair PriceRobust · 50
$54,733Mileage not verified

Market: $38,828 – $57,174

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Newark, OH

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

Newark, OH

Fair PriceLimited · 12
$54,780Mileage not verified

Market: $51,522 – $61,240

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 174 days listed (based on current market benchmarks)

Newark, OH

2026 GMC Acadia AT4

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

2026 GMC Acadia AT4

Newark, OH

Unscored
$54,927Mileage not verified

Comparison: 7 similar vehicles

Newark, OH

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Newark, OH

Fair PriceModerate · 32
$55,053Mileage not verified

Market: $42,948 – $57,287

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 174 days listed (based on current market benchmarks)

Newark, OH

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

Newark, OH

Fair PriceLimited · 12
$56,739Mileage not verified

Market: $51,522 – $61,240

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Newark, OH

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Newark, OH

Fair PriceRobust · 133
$56,740Mileage not verified

Market: $48,038 – $68,624

Comparison: 133 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Newark, OH

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

Newark, OH

OverpricedRobust · 50
$57,174Mileage not verified

Market: $38,828 – $55,337

Comparison: 50 similar vehicles

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

Newark, OH

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Newark, OH

Fair PriceRobust · 55
$57,942Mileage not verified

Market: $47,589 – $60,342

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Newark, OH

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Newark, OH

Fair PriceRobust · 55
$58,969Mileage not verified

Market: $47,589 – $60,342

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Newark, OH

2026 GMC Acadia AT4

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

2026 GMC Acadia AT4

Newark, OH

Unscored
$60,248Mileage not verified

Comparison: 7 similar vehicles

Newark, OH

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Newark, OH

OverpricedRobust · 55
$60,342Mileage not verified

Market: $47,589 – $59,118

Comparison: 55 similar vehicles

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

Newark, OH

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Newark, OH

Fair PriceRobust · 133
$60,566Mileage not verified

Market: $48,038 – $68,624

Comparison: 133 similar vehicles

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

Newark, OH

2027 GMC Acadia AT4

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

2027 GMC Acadia AT4

Newark, OH

Fair PriceModerate · 24
$63,842Mileage not verified

Market: $57,694 – $64,442

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Newark, OH

2026 GMC Sierra 1500 Elevation

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

2026 GMC Sierra 1500 Elevation

Newark, OH

Fair PriceRobust · 133
$63,987Mileage not verified

Market: $48,038 – $68,624

Comparison: 133 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Newark, OH

2027 GMC Acadia AT4

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

2027 GMC Acadia AT4

Newark, OH

OverpricedModerate · 24
$64,442Mileage not verified

Market: $57,694 – $63,908

Comparison: 24 similar vehicles

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

Newark, OH

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

Newark, OH

Fair PriceModerate · 36
$64,567Mileage not verified

Market: $55,898 – $71,377

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 102 days listed (based on current market benchmarks)

Newark, OH

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

Newark, OH

Fair PriceModerate · 36
$64,862Mileage not verified

Market: $55,898 – $71,377

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Newark, OH

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

Newark, OH

Fair PriceModerate · 36
$66,007Mileage not verified

Market: $55,898 – $71,377

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Newark, OH

2026 GMC Sierra 1500 AT4

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

2026 GMC Sierra 1500 AT4

Newark, OH

Fair PriceModerate · 39
$67,657Mileage not verified

Market: $66,164 – $100,391

Comparison: 39 similar vehicles

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

Newark, OH

2023 GMC Sierra 3500 Chassis Cab Pro

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

2023 GMC Sierra 3500 Chassis Cab Pro

Newark, OH

UnscoredInsufficient · 0
$69,25521,220 mi

Newark, OH

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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