Working Theory YouTube Stats, Growth & Niche Rankings

Working Theory

Primary niche AI Tools

#64 of 75 in primary niche by 7-day views #74 of 75 by subscribers 3 associated secondary niches

Working Theory is where ideas stop being hype and get put to work. We test AI tools, automation, technology, science, and real systems on real tasks to find out what actually works, what breaks, what it costs, and whether it’s worth using. Some experiments succeed. Some…

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Niche discoverabilityPrimary + secondarysecondary niches can surface this creator in niche search/results when the match is strong

Strongest secondaryScience & Educationadditional audience context

Monthly momentum—30-day view movement

Creator Intelligence

Rank position and recent growth signals, using NicheTally's stored public snapshots.

Social analytics view

#64Primary Niche Rankof 75 by recent views

Top 85.3%Niche Positionlower percentage is stronger

#74Subscriber Rankof 75

—30-Day Viewsrecent momentum

—30-Day Subscribersaudience growth

1Average Daily Viewsrecent run rate

Associated niches

These are the public niche connections for this creator. A creator can appear in a niche even when that niche is secondary, as long as the match is strong.

4total niches

AI Tools Primary · Default rank niche Science & Education Secondary · Related niche Music Secondary · Related niche AI Automation & Agents Secondary · Related niche

Niche search and niche pages use both primary and strong secondary niche links, so these badges act as extra discovery paths for the same creator.

Why NicheTally placed this creator here

Transparent niche evidence helps visitors understand how a creator appears in search and rankings.

Moderate match

Primary nicheAI Tools

Evidence score60

ConfidenceMedium

Recent channel and video evidence supports this niche match.

1Subscriberscurrent total

72Total Viewslifetime

5Videostracked channel count

—30-Day Viewsmonthly momentum

—30-Day Subsmonthly audience growth

1Avg Daily Views30d, 7d fallback

0Avg Daily Subs30d, 7d fallback

14Views / Videolifetime efficiency

Estimated Creator Revenue

Directional YouTube ad-revenue estimate using recent view momentum and a niche-adjusted dollars-per-1,000-views range. Sponsorships, merch, affiliate sales, Shorts splits, and actual creator RPM are not included.

Estimate only

$0.14 – $0.51Est. Monthly Revenue7-day run-rate projected to 30 days

$1.63 – $6.12Annual Run Ratemonthly estimate × 12

$4.00–$15.00 / 1KRPM Range Usedtechnology RPM

34Views Used7-day run-rate projected to 30 days

Run-Rate Scenario

A range based on a blended 7-day and 30-day pace. It is a momentum scenario—not a promise or forecast—and widens when recent growth is volatile.

Limited signal

104–10930-Day View Rangeprojected total range

162–18890-Day View Rangewider uncertainty window

1–130-Day Subscriber Rangeprojected total range

1–190-Day Subscriber Rangewider uncertainty window

Creator Performance History

Daily views and subscriber movement from NicheTally snapshots. More detail appears as the collector builds more daily history.

Rank prefers monthly views; subscriber rank is shown separately.

Daily Views

views added per day

Subscribers Over Time

tracked subscriber total

Date	Daily Views	Total Views	Subscribers
27 September 2026	0	72	1
26 September 2026	+1	72	1
25 September 2026	0	71	1
24 September 2026	+3	71	1
23 September 2026	+1	68	1
22 September 2026	+2	67	1
21 September 2026	+1	65	1
20 September 2026	+4	64	1
19 September 2026	0	60	1
18 September 2026	+2	60	1
17 September 2026	+2	58	1
16 September 2026	+1	56	1
15 September 2026	0	55	1
14 September 2026	+2	55	1