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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

77 listings found

2016 GMC Yukon XL SLE

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

2016 GMC Yukon XL SLE

Merced, CA

UnscoredInsufficient · 0
$15,869131,327 mi

Merced, CA

2019 GMC Terrain Denali

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

2019 GMC Terrain Denali

Merced, CA

UnscoredInsufficient · 0
$16,51995,835 mi

Merced, CA

2018 GMC Savana Cargo Work Van

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

2018 GMC Savana Cargo Work Van

Merced, CA

UnscoredInsufficient · 3
$16,91973,354 mi

Comparison: 3 similar vehicles

Merced, CA

2019 GMC Savana Cutaway Work Van

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

2019 GMC Savana Cutaway Work Van

Merced, CA

UnscoredInsufficient · 3
$17,119145,346 mi

Comparison: 3 similar vehicles

Merced, CA

2021 GMC Savana Cutaway Work Van

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

2021 GMC Savana Cutaway Work Van

Merced, CA

UnscoredInsufficient · 4
$17,719118,751 mi

Comparison: 4 similar vehicles

Merced, CA

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

Merced, CA

Unscored
$19,755129,355 mi

Comparison: 12 similar vehicles

Merced, CA

2018 GMC Yukon XL SLE

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

2018 GMC Yukon XL SLE

Merced, CA

UnscoredInsufficient · 4
$20,239134,889 mi

Comparison: 4 similar vehicles

Merced, CA

2023 GMC Acadia SLT

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

2023 GMC Acadia SLT

Merced, CA

Fair PriceLimited · 17
$20,87561,315 mi

Market: $19,309 – $23,980

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Merced, CA

2022 GMC Terrain SLT

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

2022 GMC Terrain SLT

Merced, CA

UnscoredInsufficient · 0
$21,00039,972 mi

Merced, CA

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Merced, CA

UnscoredInsufficient · 4
$22,00050,773 mi

Comparison: 4 similar vehicles

Merced, CA

2018 GMC Savana Cargo Work Van

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

2018 GMC Savana Cargo Work Van

Merced, CA

UnscoredInsufficient · 3
$22,96269,571 mi

Comparison: 3 similar vehicles

Merced, CA

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Merced, CA

Unscored
$23,12054,009 mi

Comparison: 5 similar vehicles

Merced, CA

2022 GMC Canyon Elevation

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

2022 GMC Canyon Elevation

Merced, CA

Fair PriceLimited · 12
$26,10578,990 mi

Market: $15,995 – $29,995

Comparison: 12 similar vehicles

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

Merced, CA

2023 GMC Acadia SLE

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

2023 GMC Acadia SLE

Merced, CA

UnscoredInsufficient · 0
$28,11243,568 mi

Merced, CA

2024 GMC Acadia Elevation

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

2024 GMC Acadia Elevation

Merced, CA

Unscored
$28,38651,400 mi

Comparison: 5 similar vehicles

Merced, CA

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Merced, CA

Fair PriceLimited · 16
$28,56238,981 mi

Market: $23,590 – $30,061

Comparison: 16 similar vehicles

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

Merced, CA

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Merced, CA

Unscored
$28,60018,366 mi

Comparison: 9 similar vehicles

Merced, CA

2024 GMC Acadia Elevation

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

2024 GMC Acadia Elevation

Merced, CA

UnscoredInsufficient · 3
$31,00046,936 mi

Comparison: 3 similar vehicles

Merced, CA

2022 GMC Canyon Denali

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

2022 GMC Canyon Denali

Merced, CA

OverpricedLimited · 18
$31,59360,552 mi

Market: $27,060 – $27,232

Comparison: 18 similar vehicles

Priced ~16% above the typical market range for similar vehicles (based on current market benchmarks)

Merced, CA

2024 GMC Canyon Elevation

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

2024 GMC Canyon Elevation

Merced, CA

UnscoredInsufficient · 0
$33,11246,634 mi

Merced, CA

2026 GMC Terrain AT4

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

2026 GMC Terrain AT4

Merced, CA

UnscoredInsufficient · 0
$37,71210,276 mi

Merced, CA

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Merced, CA

Unscored
$37,741Mileage not verified

Comparison: 9 similar vehicles

Merced, CA

2020 GMC Sierra 1500 SLT

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

2020 GMC Sierra 1500 SLT

Merced, CA

Unscored
$38,36235,943 mi

Comparison: 5 similar vehicles

Merced, CA

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Merced, CA

Fair PriceModerate · 29
$40,26223,610 mi

Market: $35,998 – $45,595

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Merced, CA

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

Merced, CA

Fair PriceLimited · 19
$41,97244,233 mi

Market: $35,972 – $44,578

Comparison: 19 similar vehicles

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

Merced, CA

2025 GMC Acadia Elevation

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

2025 GMC Acadia Elevation

Merced, CA

OverpricedLimited · 11
$42,31210,500 mi

Market: $34,790 – $36,604

Comparison: 11 similar vehicles

Priced ~16% above the typical market range for similar vehicles (based on current market benchmarks)

Merced, CA

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Merced, CA

Fair PriceModerate · 29
$42,71224,402 mi

Market: $35,998 – $45,595

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Merced, CA

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Merced, CA

Unscored
$44,847Mileage not verified

Comparison: 6 similar vehicles

Merced, CA

2025 GMC Sierra 1500 AT4

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

2025 GMC Sierra 1500 AT4

Merced, CA

UnscoredInsufficient · 0
$45,10557,422 mi

Merced, CA

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Merced, CA

Great DealLimited · 16
$45,407Mileage not verified

Market: $47,882 – $59,282

Comparison: 16 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 40 days listed (based on current market benchmarks)

Merced, CA

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Merced, CA

Unscored
$46,474Mileage not verified

Comparison: 6 similar vehicles

Merced, CA

2024 GMC Yukon SLE

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

2024 GMC Yukon SLE

Merced, CA

UnscoredInsufficient · 0
$46,51841,138 mi

Merced, CA

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Merced, CA

Unscored
$46,699Mileage not verified

Comparison: 9 similar vehicles

Merced, CA

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Merced, CA

Fair PriceModerate · 25
$47,119Mileage not verified

Market: $38,812 – $47,208

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Merced, CA

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Merced, CA

Unscored
$47,149Mileage not verified

Comparison: 9 similar vehicles

Merced, CA

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Merced, CA

Unscored
$47,499Mileage not verified

Comparison: 9 similar vehicles

Merced, CA

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

Merced, CA

Great DealLimited · 11
$48,012201 mi

Market: $55,502 – $64,892

Comparison: 11 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 135 days listed (based on current market benchmarks)

Merced, CA

2025 GMC Sierra 1500 AT4

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

2025 GMC Sierra 1500 AT4

Merced, CA

UnscoredInsufficient · 3
$51,47521,544 mi

Comparison: 3 similar vehicles

Merced, CA

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Merced, CA

Unscored
$51,782Mileage not verified

Comparison: 8 similar vehicles

Merced, CA

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

Merced, CA

Fair PriceRobust · 70
$52,452240 mi

Market: $47,372 – $72,712

Comparison: 70 similar vehicles

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

Merced, CA

2025 GMC Sierra 1500 AT4

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

2025 GMC Sierra 1500 AT4

Merced, CA

Fair PriceLimited · 17
$52,67223,509 mi

Market: $49,922 – $61,484

Comparison: 17 similar vehicles

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

Merced, CA

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

Merced, CA

Fair PriceRobust · 70
$53,196Mileage not verified

Market: $47,372 – $72,712

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Merced, CA

2026 GMC Canyon AT4

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

2026 GMC Canyon AT4

Merced, CA

Unscored
$53,197179 mi

Comparison: 7 similar vehicles

Merced, CA

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

Merced, CA

Fair PriceLimited · 14
$53,701Mileage not verified

Market: $42,482 – $58,779

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Merced, CA

2025 GMC Acadia Denali

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

2025 GMC Acadia Denali

Merced, CA

UnscoredInsufficient · 4
$54,01221,535 mi

Comparison: 4 similar vehicles

Merced, CA

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Merced, CA

Unscored
$54,781Mileage not verified

Comparison: 8 similar vehicles

Merced, CA

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

Merced, CA

Fair PriceRobust · 70
$55,751Mileage not verified

Market: $47,372 – $72,712

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Merced, CA

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

Merced, CA

Fair PriceLimited · 14
$56,771Mileage not verified

Market: $42,482 – $58,779

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Merced, CA

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Merced, CA

Fair PriceLimited · 16
$56,876Mileage not verified

Market: $45,407 – $59,282

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Merced, CA

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Merced, CA

Fair PriceLimited · 16
$56,907Mileage not verified

Market: $45,407 – $59,282

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Merced, CA

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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