Corpus growth
Tracked videos and total views (views in millions)
Live intelligence from the Artifact golf corpus — 85,529 English golf videos tracked, 1052 deep-analyzed with product-level extraction. Share of voice, sentiment, creators, and timestamped evidence refresh as the pipeline runs.
Daily snapshots from the golf ingest pipeline. Refresh this page tomorrow to see new videos, views, and extraction coverage.
Tracked videos and total views (views in millions)
| Trending video | Channel | Views gained | Current views |
|---|---|---|---|
| Top 5 CRAZIEST Escape Shots! #golf | TourSnap | +28,864,644 | 28,884,728 |
| INSANE FRISBEE & DISC GOLF SHOTS MOMENTS #usa | Ed Moments | +24,150,586 | 25,567,186 |
| Reacting to the fastest grass of all time 😅😅 | Brilliantly Bad Golf | +17,084,822 | 17,687,172 |
| Easy to Impossible Golf Challenge! | First Try | +14,794,883 | 14,819,085 |
| Golf 💀💀#coach #skit | Matthew Beaver | +13,004,577 | 15,296,509 |
| Cheating Device Banned In Golf ⛳ | Mr. Anik | +5,360,608 | 6,032,043 |
| Throw Vs Normal Vs 60 Degree!! Who Wins!?! #golf #shorts #golfer #pga | Makeshift Golf | +5,305,146 | 5,440,022 |
| Still hilarious 😂 #golf #comedy #foryou #funny #golflife #golfing | Tommy Shanks | +5,121,211 | 5,137,560 |
Live category totals from the golf corpus, with period-over-period change from daily stats snapshots.
Weighted by view reach across 85,529 tracked videos, enriched by deep extraction where available (1052 videos).
View-weighted reach across tracked corpus
Carl's Golf Room appears in 0 tracked videos with 0 aggregate views.
Druids appears in 0 tracked videos with 0 aggregate views.
Top SKUs from 1052 deep-analyzed videos. Full category product ranking unlocks as extraction coverage grows.
From deep-analyzed video transcripts
Daily net sentiment from 1052 Gemini extractions. Updates each time the extract job runs.
From deep-analyzed videos by extract date
Most recent analyzed day closed at +0.39.
29,615 videos queued for deep analysis. Refresh tomorrow for new data points.
Pulled from Gemini extractions on review-format videos in the corpus.
Launch monitor data aggregated from 25 quoted readings across analyzed reviews.
Audience targeting calls show who creators recommend each product for — pulled from recommendation segments in analyzed videos.
Themes from 1052 deep-analyzed video transcripts and comment signals. Expands daily with the extract pipeline.
Recurring language across 69 analyzed videos.
“absolute rocket ship”
Recurring language across 51 analyzed videos.
“Best irons of all time”
Recurring language across 45 analyzed videos.
“massive premium”
Recurring language across 17 analyzed videos.
“all-day comfort”
Recurring language across 9 analyzed videos.
“Callaway severing ties”
Recurring language across 4 analyzed videos.
“massive premium”
Top channels by aggregate views across the full 85,529-video corpus. Brand lean from analyzed content where available.
| Creator | Videos | Views | Engagement | Brand lean |
|---|---|---|---|---|
TourSnap 2 videos in corpus | 2 | 29.0M | 2.0% | Neutral |
Ed Moments 6 videos in corpus | 6 | 26.5M | 0.8% | Neutral |
Brilliantly Bad Golf 35 videos in corpus | 35 | 18.8M | 1.3% | Neutral |
Matthew Beaver 3 videos in corpus | 3 | 16.5M | 2.6% | Neutral |
First Try 1 video in corpus | 1 | 14.8M | 2.9% | Neutral |
Bryson DeChambeau 17 videos in corpus | 17 | 14.5M | 2.6% | Neutral |
GolfClipCity 14 videos in corpus | 14 | 13.0M | 0.8% | Neutral |
IanGillisReacts 70 videos in corpus | 70 | 12.9M | 1.0% | Neutral |
Timestamped quotes from 6 extracted moments. Every claim links to the source video.
“this thing is very oddlooking it is literally triangular”
“this is Tailor Made's version this is the ZT zero torque Max it's an absolute beast of a putter.”
“They only have the thin stock grips on clubs, which is a downside if you play large grips.”
“If you are looking for a driver that stays in the fairway but gives you that modern TaylorMade pop, this is the one.”
“Some of them are just straight up low.”
“The PGA value guide prices are WILD to me. Some of them, I understand. Some of them are just straight up low.”
Auto-surfaced from extraction summaries and complaint themes in the live corpus.
Bob Does Sports flagged this in "The Greatest Crash out In Youtube Golf History".
Takomo Golf flagged this in "We put Bob Does Sports in a Lie Detector Test!".
Bob Does Sports flagged this in "Things Got WILD In Our Latest Stroke Play Challenge".
Bob Does Sports flagged this in "We Lost All Control In Our Latest Challenge!".
Intelligence layers from 1052 deep-analyzed videos in the golf corpus. Numbers scale as extraction coverage grows.
“You don't need a custom fitting if you're a mid-handicapper, just buy the stock setup.”
Directly contradicts the 'fitting is essential' marketing narrative pushed by OEMs.
“The PGA value guide prices are WILD to me.”
Challenges the standard authority on used club pricing.
“You don't need a £3,000 set of irons to be a single-digit handicapper.”
Direct challenge to the correlation between price and skill requirement.
“Why two brands amateurs assume sit at the top end up in the bottom four.”
Challenges consumer perception of top-tier golf brands.
1 metrics tracked across analyzed videos.
1 metrics tracked across analyzed videos.
2 metrics tracked across analyzed videos.
1 metrics tracked across analyzed videos.
From extracted negative product mentions
“whether you've been paying tour-level pricing for a ball engineered around a swing speed you don't have”
“The ad's tone... is a ploy to the 'manosphere' and... is a poor business decision.”
“The app experience and a few data points still need refinement.”
“I noticed a slight draw bias on short wedge shots, though it seemed to disappear with longer clubs.”
“hate the price, love the performance”
“how three tariff regimes in eighteen months quietly rewrote the price tag on the wall of your pro shop”
Seconds of logo/product visibility in analyzed videos
| Brand | On-screen | Distinct cuts | Equiv. ad value |
|---|---|---|---|
Titleist product in hand · logo on hat · logo on bag · product in swing | 22,383seconds | 673 | $51K |
Callaway logo on bag · b roll · product in hand · branded graphic | 15,885seconds | 255 | $14K |
TaylorMade logo on bag · logo on club · branded graphic · product in hand | 11,006seconds | 354 | $13K |
Ping branded graphic · product in hand · b roll | 7,953seconds | 259 | $7K |
Takomo Golf branded graphic · product in hand | 5,386seconds | 70 | $1K |
Vice Golf product in hand | 4,632seconds | 139 | $2K |
On-screen exposure from frame-level visual analysis in deep-extracted videos. Earned media value uses a $3.40 CPM benchmark on golf inventory.
77% of analyzed videos
23% of analyzed videos
0% of analyzed videos
Provenance reflects 1052 deep-analyzed videos. Corpus-wide sponsorship detection expands as extraction coverage grows.
Ingest runs daily. Extraction processes the highest-view pending videos each run. This page pulls live from BigQuery on every load.
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