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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 · October 30, 2026

6M+

Unique vehicles analyzed

as of October 30, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

128 listings found

2005 GMC Sierra 2500HD SLE

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

2005 GMC Sierra 2500HD SLE

Brookhaven, MS

UnscoredInsufficient · 0
$14,394173,400 mi

Brookhaven, MS

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

Brookhaven, MS

Fair PriceModerate · 47
$15,235108,622 mi

Market: $10,995 – $22,365

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Brookhaven, MS

2020 GMC Acadia SLE

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

2020 GMC Acadia SLE

Brookhaven, MS

Unscored
$17,335105,434 mi

Comparison: 9 similar vehicles

Brookhaven, MS

2018 GMC Canyon SLT

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

2018 GMC Canyon SLT

Brookhaven, MS

Unscored
$17,735161,935 mi

Comparison: 6 similar vehicles

Brookhaven, MS

2018 GMC Sierra 1500 Denali

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

2018 GMC Sierra 1500 Denali

Brookhaven, MS

Unscored
$19,135235,996 mi

Comparison: 59 similar vehicles

Brookhaven, MS

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Brookhaven, MS

Fair PriceRobust · 52
$21,75142,514 mi

Market: $19,775 – $29,420

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Brookhaven, MS

2022 GMC Terrain SLE

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

2022 GMC Terrain SLE

Brookhaven, MS

UnscoredInsufficient · 0
$21,83536,447 mi

Brookhaven, MS

2023 GMC Terrain AT4

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

2023 GMC Terrain AT4

Brookhaven, MS

Unscored
$22,33566,640 mi

Comparison: 10 similar vehicles

Brookhaven, MS

2022 GMC Terrain SLT

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

2022 GMC Terrain SLT

Brookhaven, MS

UnscoredInsufficient · 0
$23,33546,496 mi

Brookhaven, MS

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

Brookhaven, MS

Unscored
$26,135128,000 mi

Comparison: 225 similar vehicles

Brookhaven, MS

2022 GMC Canyon Elevation

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

2022 GMC Canyon Elevation

Brookhaven, MS

Great DealLimited · 10
$28,83544,438 mi

Market: $32,772 – $33,208

Comparison: 10 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 34 days listed (based on current market benchmarks)

Brookhaven, MS

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

Brookhaven, MS

Unscored
$29,135148,232 mi

Comparison: 143 similar vehicles

Brookhaven, MS

2022 GMC Sierra 2500HD Pro

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

2022 GMC Sierra 2500HD Pro

Brookhaven, MS

Unscored
$35,03562,243 mi

Comparison: 5 similar vehicles

Brookhaven, MS

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Brookhaven, MS

Fair PriceRobust · 246
$37,060Mileage not verified

Market: $30,260 – $49,479

Comparison: 246 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Brookhaven, MS

2021 GMC Sierra 1500 SLT

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

2021 GMC Sierra 1500 SLT

Brookhaven, MS

Fair PriceRobust · 206
$37,13574,232 mi

Market: $19,936 – $42,336

Comparison: 206 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Brookhaven, MS

2025 GMC Canyon Elevation

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

2025 GMC Canyon Elevation

Brookhaven, MS

Fair PriceLimited · 13
$37,7354,584 mi

Market: $35,877 – $40,459

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Brookhaven, MS

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Brookhaven, MS

Fair PriceRobust · 246
$37,885Mileage not verified

Market: $30,260 – $49,479

Comparison: 246 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Brookhaven, MS

2024 GMC Canyon AT4

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

2024 GMC Canyon AT4

Brookhaven, MS

UnscoredInsufficient · 0
$40,33542,971 mi

Brookhaven, MS

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

Brookhaven, MS

Fair PriceRobust · 103
$41,12562,071 mi

Market: $32,298 – $48,100

Comparison: 103 similar vehicles

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

Brookhaven, MS

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Brookhaven, MS

Fair PriceRobust · 291
$41,865Mileage not verified

Market: $34,964 – $55,456

Comparison: 291 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 139 days listed (based on current market benchmarks)

Brookhaven, MS

2024 GMC Sierra 2500HD Pro

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

2024 GMC Sierra 2500HD Pro

Brookhaven, MS

Unscored
$42,23559,727 mi

Comparison: 5 similar vehicles

Brookhaven, MS

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

Brookhaven, MS

Fair PriceModerate · 24
$43,13534,859 mi

Market: $37,473 – $46,010

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Brookhaven, MS

2024 GMC Acadia Denali

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

2024 GMC Acadia Denali

Brookhaven, MS

UnscoredInsufficient · 0
$43,23577,581 mi

Brookhaven, MS

2022 GMC Yukon Denali

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

2022 GMC Yukon Denali

Brookhaven, MS

Fair PriceRobust · 73
$43,23595,876 mi

Market: $32,995 – $52,790

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Brookhaven, MS

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

Brookhaven, MS

UnscoredInsufficient · 0
$43,77560,733 mi

Brookhaven, MS

2026 GMC Terrain Denali

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

2026 GMC Terrain Denali

Brookhaven, MS

Fair PriceLimited · 10
$43,920Mileage not verified

Market: $41,166 – $47,040

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

Brookhaven, MS

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

Brookhaven, MS

Fair PriceRobust · 59
$45,13572,123 mi

Market: $40,283 – $57,854

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Brookhaven, MS

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Brookhaven, MS

Fair PriceRobust · 122
$45,665Mileage not verified

Market: $42,185 – $48,819

Comparison: 122 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Brookhaven, MS

2022 GMC Yukon Denali

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

2022 GMC Yukon Denali

Brookhaven, MS

Fair PriceRobust · 60
$46,07963,245 mi

Market: $32,995 – $52,790

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 154 days listed (based on current market benchmarks)

Brookhaven, MS

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

Brookhaven, MS

Fair PriceModerate · 24
$46,23550,500 mi

Market: $33,114 – $46,413

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Brookhaven, MS

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Brookhaven, MS

Fair PriceRobust · 122
$47,220Mileage not verified

Market: $42,185 – $48,819

Comparison: 122 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Brookhaven, MS

2026 GMC Acadia Elevation

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

2026 GMC Acadia Elevation

Brookhaven, MS

Fair PriceRobust · 223
$47,960Mileage not verified

Market: $38,990 – $58,871

Comparison: 223 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

Brookhaven, MS

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

Brookhaven, MS

Unscored
$48,035Mileage not verified

Comparison: 7 similar vehicles

Brookhaven, MS

2024 GMC Yukon AT4

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

2024 GMC Yukon AT4

Brookhaven, MS

Unscored
$49,335102,002 mi

Comparison: 30 similar vehicles

Brookhaven, MS

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Brookhaven, MS

Unscored
$49,985Mileage not verified

Comparison: 7 similar vehicles

Brookhaven, MS

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Brookhaven, MS

Unscored
$50,435Mileage not verified

Comparison: 7 similar vehicles

Brookhaven, MS

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

Brookhaven, MS

Unscored
$51,065Mileage not verified

Comparison: 7 similar vehicles

Brookhaven, MS

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Brookhaven, MS

Unscored
$51,185Mileage not verified

Comparison: 7 similar vehicles

Brookhaven, MS

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

Brookhaven, MS

Unscored
$52,600Mileage not verified

Comparison: 7 similar vehicles

Brookhaven, MS

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

Brookhaven, MS

Unscored
$52,620Mileage not verified

Comparison: 7 similar vehicles

Brookhaven, MS

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

Brookhaven, MS

Unscored
$52,620Mileage not verified

Comparison: 7 similar vehicles

Brookhaven, MS

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

Brookhaven, MS

Unscored
$52,620Mileage not verified

Comparison: 7 similar vehicles

Brookhaven, MS

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

Brookhaven, MS

Unscored
$52,620Mileage not verified

Comparison: 7 similar vehicles

Brookhaven, MS

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Brookhaven, MS

Unscored
$52,930Mileage not verified

Comparison: 7 similar vehicles

Brookhaven, MS

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Brookhaven, MS

Unscored
$53,680Mileage not verified

Comparison: 7 similar vehicles

Brookhaven, MS

2026 GMC Sierra 2500HD Pro

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

2026 GMC Sierra 2500HD Pro

Brookhaven, MS

Fair PriceLimited · 11
$53,985Mileage not verified

Market: $53,985 – $64,905

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Brookhaven, MS

2026 GMC Sierra 2500HD Pro

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

2026 GMC Sierra 2500HD Pro

Brookhaven, MS

Fair PriceLimited · 11
$53,985Mileage not verified

Market: $53,985 – $64,905

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Brookhaven, MS

2026 GMC Sierra 2500HD Pro

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

2026 GMC Sierra 2500HD Pro

Brookhaven, MS

Fair PriceLimited · 11
$53,985Mileage not verified

Market: $53,985 – $64,905

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Brookhaven, MS

2026 GMC Sierra 2500HD Pro

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

2026 GMC Sierra 2500HD Pro

Brookhaven, MS

Fair PriceLimited · 11
$53,985Mileage not verified

Market: $53,985 – $64,905

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Brookhaven, MS

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Brookhaven, MS

Unscored
$54,280Mileage not verified

Comparison: 7 similar vehicles

Brookhaven, MS

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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