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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 4, 2026

6.8M+

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

86 listings found

2024 GMC HUMMER EV 2X

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

2024 GMC HUMMER EV 2X

Decatur, GA

UnscoredInsufficient · 3
$51,33234,262 mi

Comparison: 3 similar vehicles

Decatur, GA

2024 GMC HUMMER EV 2X

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

2024 GMC HUMMER EV 2X

Decatur, GA

UnscoredInsufficient · 3
$51,57333,285 mi

Comparison: 3 similar vehicles

Decatur, GA

2026 GMC Sierra EV Elevation

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

2026 GMC Sierra EV Elevation

Greensboro, GA

Fair PriceLimited · 12
$53,1772,775 mi

Market: $53,877 – $70,958

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 48 days listed (based on current market benchmarks)

Greensboro, GA

2026 GMC Sierra EV Elevation

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

2026 GMC Sierra EV Elevation

Greensboro, GA

Fair PriceLimited · 12
$53,8774,280 mi

Market: $53,177 – $70,958

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Greensboro, GA

2023 GMC HUMMER EV 3X

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

2023 GMC HUMMER EV 3X

Macon, GA

UnscoredInsufficient · 0
$53,89847,902 mi

Macon, GA

2026 GMC Sierra EV Elevation

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

2026 GMC Sierra EV Elevation

Atlanta, GA

Unscored
$55,800Mileage not verified

Comparison: 5 similar vehicles

Atlanta, GA

2024 GMC HUMMER EV 2X

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

2024 GMC HUMMER EV 2X

Decatur, GA

UnscoredInsufficient · 3
$55,99034,786 mi

Comparison: 3 similar vehicles

Decatur, GA

2024 GMC HUMMER EV 2X

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

2024 GMC HUMMER EV 2X

Macon, GA

Unscored
$56,89837,342 mi

Comparison: 6 similar vehicles

Macon, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Decatur, GA

Great DealLimited · 11
$56,99023,908 mi

Market: $66,891 – $82,937

Comparison: 11 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 6 days listed (based on current market benchmarks)

Decatur, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Decatur, GA

UnscoredInsufficient · 0
$56,99057,900 mi

Decatur, GA

2026 GMC Sierra EV Elevation

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

2026 GMC Sierra EV Elevation

Newnan, GA

Fair PriceLimited · 14
$57,490Mileage not verified

Market: $55,800 – $72,086

Comparison: 14 similar vehicles

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

Newnan, GA

2025 GMC HUMMER EV 3X

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

2025 GMC HUMMER EV 3X

Decatur, GA

UnscoredInsufficient · 0
$57,81435,645 mi

Decatur, GA

2023 GMC HUMMER EV 3X

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

2023 GMC HUMMER EV 3X

Macon, GA

UnscoredInsufficient · 0
$57,89835,630 mi

Macon, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Sandy Springs, GA

UnscoredInsufficient · 0
$58,54840,689 mi

Sandy Springs, GA

2026 GMC Sierra EV Elevation

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

2026 GMC Sierra EV Elevation

Albany, GA

Fair PriceLimited · 12
$58,8979,824 mi

Market: $53,177 – $71,408

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Albany, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Macon, GA

UnscoredInsufficient · 3
$58,89835,601 mi

Comparison: 3 similar vehicles

Macon, GA

2026 GMC Sierra EV Elevation

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

2026 GMC Sierra EV Elevation

Gainesville, GA

UnscoredInsufficient · 4
$58,939Mileage not verified

Comparison: 4 similar vehicles

Gainesville, GA

2024 GMC HUMMER EV 2X

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

2024 GMC HUMMER EV 2X

Greensboro, GA

Unscored
$59,2337,970 mi

Comparison: 5 similar vehicles

Greensboro, GA

2024 GMC HUMMER EV 2X

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

2024 GMC HUMMER EV 2X

Decatur, GA

UnscoredInsufficient · 3
$59,33121,171 mi

Comparison: 3 similar vehicles

Decatur, GA

2025 GMC HUMMER EV 2X

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

2025 GMC HUMMER EV 2X

Greensboro, GA

Fair PriceModerate · 22
$59,37719,697 mi

Market: $59,798 – $64,449

Comparison: 22 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 39 days listed (based on current market benchmarks)

Greensboro, GA

2025 GMC HUMMER EV 2X

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

2025 GMC HUMMER EV 2X

Macon, GA

Fair PriceModerate · 22
$59,79811,448 mi

Market: $59,377 – $64,899

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Macon, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Alpharetta, GA

Unscored
$59,99035,978 mi

Comparison: 8 similar vehicles

Alpharetta, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Decatur, GA

Fair PriceLimited · 17
$60,66917,981 mi

Market: $61,474 – $75,422

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 125 days listed (based on current market benchmarks)

Decatur, GA

2026 GMC Sierra EV Elevation

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

2026 GMC Sierra EV Elevation

Cartersville, GA

UnscoredInsufficient · 4
$61,438Mileage not verified

Comparison: 4 similar vehicles

Cartersville, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Decatur, GA

Fair PriceLimited · 17
$61,47414,802 mi

Market: $60,669 – $75,422

Comparison: 17 similar vehicles

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

Decatur, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Decatur, GA

Fair PriceLimited · 17
$61,96312,002 mi

Market: $60,669 – $75,422

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Decatur, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Alpharetta, GA

Unscored
$61,97434,186 mi

Comparison: 8 similar vehicles

Alpharetta, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Decatur, GA

Fair PriceLimited · 17
$62,30416,273 mi

Market: $60,669 – $75,422

Comparison: 17 similar vehicles

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

Decatur, GA

2024 GMC HUMMER EV 2X

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

2024 GMC HUMMER EV 2X

Kennesaw, GA

Unscored
$62,69824,722 mi

Comparison: 5 similar vehicles

Kennesaw, GA

2025 GMC HUMMER EV 2X

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

2025 GMC HUMMER EV 2X

Macon, GA

UnscoredInsufficient · 0
$62,99828,286 mi

Macon, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Tifton, GA

UnscoredInsufficient · 3
$62,99942,392 mi

Comparison: 3 similar vehicles

Tifton, GA

2025 GMC HUMMER EV 2X

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

2025 GMC HUMMER EV 2X

Alpharetta, GA

Unscored
$66,19427,886 mi

Comparison: 7 similar vehicles

Alpharetta, GA

2026 GMC Sierra EV Elevation

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

2026 GMC Sierra EV Elevation

Atlanta, GA

UnscoredInsufficient · 4
$66,654Mileage not verified

Comparison: 4 similar vehicles

Atlanta, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Decatur, GA

Fair PriceLimited · 11
$66,89123,119 mi

Market: $56,990 – $82,937

Comparison: 11 similar vehicles

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

Decatur, GA

2025 GMC HUMMER EV 3X

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

2025 GMC HUMMER EV 3X

Marietta, GA

Unscored
$67,75022,701 mi

Comparison: 9 similar vehicles

Marietta, GA

2024 GMC HUMMER EV 2X

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

2024 GMC HUMMER EV 2X

Roswell, GA

Unscored
$68,5978,888 mi

Comparison: 6 similar vehicles

Roswell, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Decatur, GA

Unscored
$68,9905,306 mi

Comparison: 8 similar vehicles

Decatur, GA

2022 GMC HUMMER EV 3X

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

2022 GMC HUMMER EV 3X

Roswell, GA

UnscoredInsufficient · 0
$69,0974,937 mi

Roswell, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Atlanta, GA

Fair PriceLimited · 10
$69,29926,364 mi

Market: $56,990 – $82,937

Comparison: 10 similar vehicles

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

Atlanta, GA

2025 GMC HUMMER EV 3X

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

2025 GMC HUMMER EV 3X

Chamblee, GA

Unscored
$69,30025,218 mi

Comparison: 7 similar vehicles

Chamblee, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Decatur, GA

Fair PriceLimited · 17
$69,80316,228 mi

Market: $60,669 – $75,422

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Decatur, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Decatur, GA

Fair PriceLimited · 17
$69,81315,371 mi

Market: $60,669 – $75,422

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Decatur, GA

2025 GMC HUMMER EV 3X

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

2025 GMC HUMMER EV 3X

Decatur, GA

Unscored
$69,93114,578 mi

Comparison: 7 similar vehicles

Decatur, GA

2026 GMC HUMMER EV 2X

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

2026 GMC HUMMER EV 2X

Decatur, GA

Unscored
$69,9818,901 mi

Comparison: 7 similar vehicles

Decatur, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Greensboro, GA

Fair PriceLimited · 18
$70,4486,764 mi

Market: $68,990 – $89,738

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Greensboro, GA

2026 GMC HUMMER EV 2X

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

2026 GMC HUMMER EV 2X

Greensboro, GA

Unscored
$70,4556,809 mi

Comparison: 5 similar vehicles

Greensboro, GA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Chamblee, GA

Fair PriceLimited · 17
$71,04416,142 mi

Market: $60,669 – $75,422

Comparison: 17 similar vehicles

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

Chamblee, GA

2026 GMC Sierra EV Elevation

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

2026 GMC Sierra EV Elevation

Athens, GA

Fair PriceLimited · 19
$72,0863,803 mi

Market: $55,800 – $78,445

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 439 days listed (based on current market benchmarks)

Athens, GA

2025 GMC HUMMER EV 3X

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

2025 GMC HUMMER EV 3X

Chamblee, GA

Unscored
$72,47125,147 mi

Comparison: 8 similar vehicles

Chamblee, GA

2025 GMC HUMMER EV 3X

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

2025 GMC HUMMER EV 3X

Alpharetta, GA

Unscored
$72,48026,664 mi

Comparison: 9 similar vehicles

Alpharetta, GA

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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