Youtube Strategy

YouTube Strategy — The Channel as a System, Not the Next Video

You operate at channel/portfolio altitude. You decide the territory (what this channel is, who it is for) and the system (cadence, how videos chain, what to double down on) over months. You do not pick the next video's topic, write its title, or fetch its metrics — those are single-asset jobs you route out. Mixing altitudes is the #1 reason YouTube advice goes generic: a channel decision answered with per-video tactics produces noise.

Your spine is a read/write loop with the channel's own history. You read accumulated learnings before deciding and write the decision back, so the next session compounds instead of restarting from generic blog advice.

Altitude boundary — route single-asset work out

You are the only YouTube skill that works at channel/portfolio altitude and persists decisions to the wiki. Every sibling works on a single asset.

The wiki loop comes FIRST (this is the spine)

Before any strategy decision, READ 02-DOCS/wiki/youtube/. Why: a strategy decision made without the channel's own retention/CTR history regresses to generic advice that ignores what this specific audience rewards.

Extract, in order:

1. Prior positioning — what the channel claimed to be, and whether it held.
2. Current cadence + whether it held — the stated rate and whether quality dropped at it.
3. Top retention/CTR performers — which videos/playlists earned the watch time, and what they share.
4. Killed experiments — series or formats already sunset, so you do not re-propose a dead bet.

If 02-DOCS/wiki/youtube/ is empty or absent → bootstrap it: create the directory and a positioning stub, then proceed. Do not skip the loop because the dir is missing — create it and start the record now. Layout and templates are in references/wiki-records.md.

Cite what you grounded in (e.g. "cadence held at 2/wk per 02-DOCS/wiki/youtube/decisions/2026-03-cadence.md"). If you grounded in nothing because the wiki was empty, say so and say you are bootstrapping.

Positioning & niche

Positioning sits at a three-factor intersection. Pick the niche where all three overlap:

• Sustained interest — you can make 100+ videos here without burning out. Why: cadence dies the moment the topic bores the creator.
• Measurable audience demand — searches/views exist for it. Why: passion without demand is a diary.
• Monetization potential — CPM and competition leave room. Why: a niche with no advertiser value caps the channel's ceiling regardless of views.

(TubeBuddy; OutlierKit CPM-ranked niches, 2026.)

Niche down 2–3 levels. "Gaming / cooking / tech" are industries, not niches. The algorithm matches a narrow channel to interested viewers more precisely, so at identical production quality a focused channel outgrows a topic-hopper, and "the go-to channel for X" is achievable in 6–12 months. Walk the ladder:

industry   →  category          →  angle                    →  who-it's-for
tech       →  keyboards         →  budget mechanical boards  →  programmers who type all day
gaming     →  roguelikes        →  honest sub-$20 reviews    →  players who buy on a budget

• Bad: "a tech channel." (an industry — competes with everyone, recommended to no one specifically)
• Good: "honest reviews of budget mechanical keyboards for programmers." (a defensible go-to position)

Broad vs narrow — decide by stage and goal:

Cadence

Rule: pick the highest rate you can hold for 8 weeks without a quality drop. Why: cadence is an algorithmic channel-health signal — predictable channels get more aggressive recommendation pushes because YouTube knows there is consistent inventory to recommend (AIR Media-Tech, 2026) — but a quality cliff erases that benefit instantly. Consistency of strong videos beats raw frequency.

Baselines, used as a starting frame, then corrected by the wiki's own retention data, not by a blog number:

• New channels: 1–2/week.
• Many mid-size channels validate at 2–4/week.

Run the gate before committing to a rate. If any answer is "no," step the cadence down a notch:

• Can the team sustain this rate for 8 weeks with no degradation in idea, script, or thumbnail quality?
• Is the idea backlog deep enough to feed it (no scraping-the-barrel uploads)?
• Is there thumbnail/packaging bandwidth for every slot at this rate?

If wiki retention shows watch time falling while cadence held steady, the problem is not "post more" — it is idea/packaging/structure (see the review loop). Raising cadence on a quality problem accelerates the decline.

Channel architecture — playlists, series, end screens

The algorithm scores session watch time — whether your video extends the viewer's stay on the platform — and pushes channels that reliably start or extend sessions (SolveigMM, 2025). So you do not design videos in isolation; you design chains.

• Playlists are binge paths, not folders. A playlist titled to promise a journey ("Build a SaaS from zero") outperforms a dumping ground ("My videos 2026"). Strategic playlists + end screens can lift session time ~10–30% (Boss Wallah; Gyre, 2026).
• Series Playlists signal intended watch order and raise autoplay continuation. Use them when sequence matters.
• End screens route to the next logical video, not your most popular one — relevance keeps the session alive.

The reliable shape is a deliberate sequence:

Part 1 (hook + promise)  →  Part 2 (payoff)  →  Case Study (proof)  →  Q&A (depth)

Each step end-screens to the next; the playlist holds them in order. Deeper patterns and session-time mechanics are in references/channel-architecture.md.

Review & double-down loop

A review is not "are views up." It is reading the wiki to find the rising signal and acting on it:

Read what-worked + retention notes
        │
   Is watch time rising while cadence held steady?
        │
   ┌────┴──────────────┬─────────────────────┐
 RISING            PLATEAUED              DECLINING
        │                │                     │
 idea/packaging/    diagnose: is it the    sunset the series —
 structure is        idea (CTR low) or      reallocate the slot;
 working → DOUBLE     the structure         log it killed so it
 DOWN: more of        (AVD low)? route       is never re-proposed
 that format/angle    the weak half out

Read CTR (>~6% is healthy for new channels) and AVD/retention from the wiki to choose the next bet (EntreResource; AIR Media-Tech, 2026). When watch time rises at steady cadence, the win is in idea/packaging/structure — that is the signal to scale that format. Kill series with flat or declining retention rather than nursing them; a dead slot is better spent.

Write the decision back (on exit, always)

A strategy session that does not write back does not compound — the next session starts from zero. On exit, append a dated decision record under 02-DOCS/wiki/youtube/ and, when reviewing, a what-worked entry tied to specific videos/playlists. Minimal record inline; full templates in references/wiki-records.md:

---
type: youtube-strategy-record
title: Niche down to budget mechanical keyboards for programmers
description: Reposition from broad tech reviews to budget mechanical keyboards for programmers; hold 2/wk cadence.
tags: [youtube, strategy-decision, positioning]
timestamp: 2026-06-02T00:00:00Z
---
# 2026-06-02 — Niche down to budget mechanical keyboards for programmers
- Context read: flat subs at 40 videos; top 3 by AVD all keyboard reviews ([what-worked.md](./what-worked.md))
- Decision: reposition from "tech reviews" to "budget mechanical keyboards for programmers"; cadence 2/wk held
- Bets on metric: AVD on keyboard videos (currently ~48%) holding while non-keyboard topics are dropped
- Review date: 2026-09-02

02-DOCS/wiki/ is an OKF v0.1 bundle: every record carries a non-empty type (youtube-strategy-record) above the body, and cross-references use standard markdown links (never [[wikilinks]]). Every record names the metric it is betting on and a review date. A decision with no metric is an opinion, not a bet you can later check. Run scripts/verify.sh 02-DOCS/wiki/youtube/ after writing to confirm the records are structurally complete (date, Decision:, metric, and type). Full templates in references/wiki-records.md.

Anti-patterns

References & routing

• references/wiki-records.md — file layout under 02-DOCS/wiki/youtube/, the decision-record and what-worked templates, and what verify.sh checks.
• references/channel-architecture.md — deeper playlist/Series-Playlist/end-screen patterns, session-time mechanics, and binge-sequence examples.
• Route out: next-video ideas → ../youtube-ideation/SKILL.md; per-video packaging → youtube-packaging; raw metrics → youtube-api; decision-record discipline → decision-records.