Skip to main content
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 · October 31, 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

135 listings found

2016 GMC Sierra 1500 SLE

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

2016 GMC Sierra 1500 SLE

Santa Fe, NM

UnscoredInsufficient · 0
$15,950138,661 mi

Santa Fe, NM

2007 GMC Yukon

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

2007 GMC Yukon

Santa Fe, NM

UnscoredInsufficient · 0
$15,995104,726 mi

Santa Fe, NM

2020 GMC Acadia SLT

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

2020 GMC Acadia SLT

Santa Fe, NM

UnscoredInsufficient · 3
$16,87496,998 mi

Comparison: 3 similar vehicles

Santa Fe, NM

2015 GMC Sierra 1500 Denali

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

2015 GMC Sierra 1500 Denali

Santa Fe, NM

Unscored
$19,995202,450 mi

Comparison: 8 similar vehicles

Santa Fe, NM

2016 GMC Yukon Denali

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

2016 GMC Yukon Denali

Santa Fe, NM

UnscoredInsufficient · 4
$22,995147,638 mi

Comparison: 4 similar vehicles

Santa Fe, NM

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Santa Fe, NM

Unscored
$24,67146,404 mi

Comparison: 7 similar vehicles

Santa Fe, NM

2018 GMC Yukon Denali

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

2018 GMC Yukon Denali

Santa Fe, NM

Unscored
$25,499103,166 mi

Comparison: 8 similar vehicles

Santa Fe, NM

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Santa Fe, NM

Fair PriceLimited · 15
$25,98045,453 mi

Market: $23,206 – $26,510

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Santa Fe, NM

2022 GMC Acadia AT4

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

2022 GMC Acadia AT4

Santa Fe, NM

UnscoredInsufficient · 0
$26,37767,572 mi

Santa Fe, NM

2023 GMC Terrain SLT

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

2023 GMC Terrain SLT

Santa Fe, NM

UnscoredInsufficient · 0
$26,97538,658 mi

Santa Fe, NM

2015 GMC Yukon XL SLT

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

2015 GMC Yukon XL SLT

Santa Fe, NM

UnscoredInsufficient · 0
$27,99596,660 mi

Santa Fe, NM

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Santa Fe, NM

UnscoredInsufficient · 0
$28,97521,734 mi

Santa Fe, NM

2023 GMC Acadia SLT

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

2023 GMC Acadia SLT

Santa Fe, NM

UnscoredInsufficient · 0
$28,97540,695 mi

Santa Fe, NM

2024 GMC Terrain AT4

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

2024 GMC Terrain AT4

Santa Fe, NM

UnscoredInsufficient · 0
$30,97527,571 mi

Santa Fe, NM

2024 GMC Terrain AT4

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

2024 GMC Terrain AT4

Santa Fe, NM

UnscoredInsufficient · 3
$31,97534,204 mi

Comparison: 3 similar vehicles

Santa Fe, NM

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

Santa Fe, NM

Unscored
$32,47062,736 mi

Comparison: 5 similar vehicles

Santa Fe, NM

2015 GMC Sierra 1500 Denali

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

2015 GMC Sierra 1500 Denali

Santa Fe, NM

Unscored
$33,995117,413 mi

Comparison: 8 similar vehicles

Santa Fe, NM

2023 GMC Canyon Elevation

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

2023 GMC Canyon Elevation

Santa Fe, NM

UnscoredInsufficient · 0
$34,97540,535 mi

Santa Fe, NM

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

Santa Fe, NM

Unscored
$34,99889,529 mi

Comparison: 6 similar vehicles

Santa Fe, NM

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Santa Fe, NM

UnscoredInsufficient · 3
$35,915Mileage not verified

Comparison: 3 similar vehicles

Santa Fe, NM

2023 GMC Sierra 1500 Pro

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

2023 GMC Sierra 1500 Pro

Santa Fe, NM

UnscoredInsufficient · 0
$36,97537,239 mi

Santa Fe, NM

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Santa Fe, NM

UnscoredInsufficient · 3
$38,615Mileage not verified

Comparison: 3 similar vehicles

Santa Fe, NM

2024 GMC Canyon Elevation

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

2024 GMC Canyon Elevation

Santa Fe, NM

UnscoredInsufficient · 0
$39,97521,056 mi

Santa Fe, NM

2022 GMC Sierra 1500 Elevation

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

2022 GMC Sierra 1500 Elevation

Santa Fe, NM

UnscoredInsufficient · 0
$40,97537,647 mi

Santa Fe, NM

2023 GMC Sierra 1500 Pro

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

2023 GMC Sierra 1500 Pro

Santa Fe, NM

UnscoredInsufficient · 0
$41,97524,285 mi

Santa Fe, NM

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

Santa Fe, NM

Unscored
$41,99829,723 mi

Comparison: 6 similar vehicles

Santa Fe, NM

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Santa Fe, NM

UnscoredInsufficient · 0
$42,000Mileage not verified

Santa Fe, NM

2026 GMC Terrain AT4

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

2026 GMC Terrain AT4

Santa Fe, NM

UnscoredInsufficient · 3
$42,845Mileage not verified

Comparison: 3 similar vehicles

Santa Fe, NM

2023 GMC Sierra 1500 Elevation

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

2023 GMC Sierra 1500 Elevation

Santa Fe, NM

UnscoredInsufficient · 0
$42,97523,390 mi

Santa Fe, NM

2026 GMC Terrain AT4

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

2026 GMC Terrain AT4

Santa Fe, NM

UnscoredInsufficient · 3
$43,080Mileage not verified

Comparison: 3 similar vehicles

Santa Fe, NM

2026 GMC Terrain AT4

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

2026 GMC Terrain AT4

Santa Fe, NM

UnscoredInsufficient · 3
$44,379Mileage not verified

Comparison: 3 similar vehicles

Santa Fe, NM

2026 GMC Terrain AT4

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

2026 GMC Terrain AT4

Santa Fe, NM

UnscoredInsufficient · 3
$44,500Mileage not verified

Comparison: 3 similar vehicles

Santa Fe, NM

2024 GMC Canyon AT4

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

2024 GMC Canyon AT4

Santa Fe, NM

UnscoredInsufficient · 0
$44,97519,977 mi

Santa Fe, NM

2022 GMC Sierra 1500 Limited AT4

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

2022 GMC Sierra 1500 Limited AT4

Santa Fe, NM

UnscoredInsufficient · 0
$44,97546,104 mi

Santa Fe, NM

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

Santa Fe, NM

UnscoredInsufficient · 0
$45,97535,258 mi

Santa Fe, NM

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

Santa Fe, NM

UnscoredInsufficient · 3
$47,645Mileage not verified

Comparison: 3 similar vehicles

Santa Fe, NM

2023 GMC Sierra 1500 SLT

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

2023 GMC Sierra 1500 SLT

Santa Fe, NM

Unscored
$47,97535,406 mi

Comparison: 6 similar vehicles

Santa Fe, NM

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

Santa Fe, NM

UnscoredInsufficient · 3
$48,095Mileage not verified

Comparison: 3 similar vehicles

Santa Fe, NM

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

Santa Fe, NM

UnscoredInsufficient · 3
$48,095Mileage not verified

Comparison: 3 similar vehicles

Santa Fe, NM

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Santa Fe, NM

UnscoredInsufficient · 3
$48,155Mileage not verified

Comparison: 3 similar vehicles

Santa Fe, NM

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

Santa Fe, NM

UnscoredInsufficient · 0
$48,7206,148 mi

Santa Fe, NM

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Santa Fe, NM

Unscored
$49,044Mileage not verified

Comparison: 6 similar vehicles

Santa Fe, NM

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

Santa Fe, NM

UnscoredInsufficient · 3
$49,43035,250 mi

Comparison: 3 similar vehicles

Santa Fe, NM

2024 GMC Sierra 1500 AT4

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

2024 GMC Sierra 1500 AT4

Santa Fe, NM

UnscoredInsufficient · 0
$49,44235,199 mi

Santa Fe, NM

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

Santa Fe, NM

UnscoredInsufficient · 3
$50,485Mileage not verified

Comparison: 3 similar vehicles

Santa Fe, NM

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Santa Fe, NM

UnscoredInsufficient · 0
$50,734Mileage not verified

Santa Fe, NM

2023 GMC Sierra 1500 Denali

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

2023 GMC Sierra 1500 Denali

Santa Fe, NM

UnscoredInsufficient · 3
$53,97531,080 mi

Comparison: 3 similar vehicles

Santa Fe, NM

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

Santa Fe, NM

Unscored
$54,150Mileage not verified

Comparison: 8 similar vehicles

Santa Fe, NM

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

Santa Fe, NM

Unscored
$54,345Mileage not verified

Comparison: 8 similar vehicles

Santa Fe, NM

2023 GMC Yukon AT4

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

2023 GMC Yukon AT4

Santa Fe, NM

UnscoredInsufficient · 0
$54,90042,455 mi

Santa Fe, NM

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.