faceless_channel_playbook v1.0.0

---

name: faceless_channel_playbook description: Build and run a faceless channel as a full production system: niche scoring, format design, script and voiceover workflow, visual system, packaging, publishing cadence, and analytics loops for YouTube, TikTok, and Reels. Use when starting a faceless channel, fixing a stalled one, planning a content batch, or auditing a channel for monetization risk.

---

Faceless Channel Playbook

Purpose

Run a channel where the format is the brand and no presenter appears on camera. This skill covers the whole system, from picking a niche that can sustain 100 videos to the weekly review that decides what to make next. It is built for long-form YouTube first, with short-form cuts for Shorts, TikTok, and Reels from the same production batch.

The core rule is simple: tools handle production, a person handles direction. Topic choice, angle, script edits, and final cut decisions stay human. That split is what keeps a channel original enough to monetize and interesting enough to watch.

Workflow

1. Score the niche before you build anything

Score each candidate niche 1 to 5 on six tests. Drop any niche that scores below 3 on tests 2, 3, or 4. See references/niche-and-format.md for the scoring sheet and worked examples.

1. Interest: you can talk about this weekly for a year without forcing it.
2. Knowledge edge: you know more than the average viewer, or you can research to that level fast and cite sources.
3. Topic depth: you can list 100 video ideas in 30 minutes without repeating yourself.
4. Advertiser fit: brands sell products to this audience, and the topic is safe for ads.
5. Visual feasibility: every idea can be shown with stock, screen capture, animation, data graphics, or generated images. No idea depends on filming a person or a place you cannot access.
6. Evergreen share: at least 70 percent of ideas still make sense in two years.

Pick one niche and one sub-niche. Example: history is a niche, naval disasters 1900 to 1950 is a sub-niche. The sub-niche is what a viewer can describe to a friend.

2. Lock one repeatable format

Choose one primary format and run it for the first 20 videos before adding a second.

• Narrated explainer: voiceover over stock, graphics, and maps. Best for education, science, finance basics.
• Screen tutorial: recorded screen with voiceover. Best for software, AI tools, workflows.
• Documentary story: voiceover, archival style images, documents, timeline graphics. Best for true crime, history, business cases.
• Animated story: simple characters or illustrated scenes with voiceover. Best for fiction, folklore, advice stories.
• Hands-only demo: hands, tools, materials, no face. Best for crafts, cooking, repairs, product tests.
• List and comparison: ranked items with a clear rule for the ranking. Best for facts, gear, places. Highest templating risk, so vary structure and add original analysis in every entry.

Write a one-page format bible: video length range, script structure, voice settings, visual sources, music rule, caption style, thumbnail style, title pattern. Every video follows the bible until analytics say to change it.

3. Build the idea bank

Maintain a bank of 50 ideas minimum. Each entry has: working title, viewer promise in one sentence, source material, why now or why evergreen, and a hook line.

Find ideas from proven demand, then add a better angle:

• Sort niche channels by popular, note videos from small channels with views far above their subscriber count. Those are outlier signals.
• Read comments on top videos for unanswered questions. Each unanswered question is a video.
• Check search autocomplete and People Also Ask style results for exact phrasing viewers use.
• Keep a series map: pillar videos that define the channel, and supporting videos that link back to them.

Kill ideas that need reused clips as the main value, that repeat a recent video with a new number in the title, or that you cannot source well enough to script accurately.

4. Script for retention

Use this structure for an 8 to 12 minute video. Scale the middle for shorter formats. Full templates are in assets/script-template.md.

1. Hook, 0 to 15 seconds: lead fact, conflict, or result first. No channel welcome, no agenda list.
2. Setup, 15 to 60 seconds: what happened, what is at stake, what this video will prove or explain.
3. Body in 3 to 5 blocks: each block ends with an open loop, a question or partial reveal that the next block answers.
4. Payoff: answer the promise from the hook directly. Do not add a new promise here.
5. Bridge, last 15 seconds: point to one related video by topic, not a generic subscribe plea.

Writing rules:

• One idea per sentence for voiceover. Short sentences record cleaner and cut cleaner.
• Put a pattern change every 60 to 90 seconds in long-form: new visual type, a direct question, a map or chart, a quoted source, a change in music energy.
• Write at about 130 to 150 words per minute of finished audio. A 1,300 word script is roughly 9 to 10 minutes. Confirm with a timed read, do not trust word count alone.
• Fact-check every date, name, number, and quote against a primary source. Log sources in the script file. If you cannot verify it, cut it.
• End every script pass by reading it aloud. Awkward lines that look fine on the page fail in narration.

5. Produce narration first

Narration is the spine. Visuals get cut to the audio, never the other way round.

1. Split the locked script into numbered chunks, one file per chunk: 01_hook, 02_setup, and so on.
2. Generate or record all chunks in one session with identical settings: same voice, same speed, same stability and style settings for AI voice, or same mic position and room for a human voice.
3. Log the exact duration of each chunk to one decimal place. The log drives clip lengths.
4. Clean audio in this order: trim silences over 0.6 seconds between sentences, remove clicks and breath spikes, normalize loudness, then export a single master voice track plus the chunk files.
5. Listen to the full master once at normal speed. If a line sounds robotic, mispronounced, or flat, fix that chunk only and re-log its duration.

Voice choice rules:

• Pick one voice and keep it. Voice changes break channel identity.
• If you use an AI voice, use a voice you have the commercial rights to use, and keep the license or plan record with the channel files.
• Never use an AI persona that presents as a human expert on health, legal, financial, or political advice. Explain topics, do not pose as a credentialed professional.
• Add human direction on top of the tool: emphasis notes, pauses, and pronunciation fixes in the script are editorial work. Keep them.

See references/voiceover-and-visuals.md for chunking, loudness targets, and pronunciation handling.

6. Build the visual system

Every sentence gets a visual decision. Build a shot list from the duration log: sentence, duration, visual type, source, and license note.

• Pace: change the visual every 2.5 to 4 seconds in short-form, every 4 to 8 seconds in long-form, faster at the hook and slower during complex explanations.
• Mix at least three visual types per video: for example stock footage, data graphic, and map or document zoom. A single type for 10 minutes reads as a slideshow.
• Create reusable assets once: lower thirds, chapter cards, map style, chart style, end screen, caption preset. Save them as templates in your editor.
• Source discipline: use your own footage, licensed stock, public domain material, or generated images. Keep a license log per video with file name, source, and license type. A stock license covers rights to the clip, it does not by itself make a video original. Originality comes from script, narration, selection, and analysis.
• Generated visuals: keep a consistent style prompt and color palette per channel. Avoid realistic fake scenes of real people or real events. If a realistic generated scene could be mistaken for real footage, disclose it as described in step 8.

7. Edit and package

Edit in passes, in this order:

1. Assembly: place visuals against the narration log, cover every second.
2. Pace: cut dead air, tighten pauses, check that visual changes land on sentence boundaries.
3. Sound: music under voice at a level where every word stays clear. Duck music by ear, then check on phone speakers and headphones.
4. Captions: generate from the narration, then correct names and numbers by hand. Burn in captions for short-form, upload a corrected caption file for long-form.
5. Polish: color consistency, loudness check, end screen, cards.

Packaging is half the product. Do it before you publish, not after.

• Title: state the topic in words viewers search for, plus one specific detail that creates curiosity. Keep the promise honest. If the video does not deliver it in the first 30 seconds, rewrite the title.
• Thumbnail: one focal visual, high contrast, 3 words or fewer of text, readable at phone size. Do not repeat the full title on the thumbnail. Make 2 to 3 variants that differ in one clear way: image, or wording, or layout.
• Test: on YouTube, use Test and Compare with up to 3 variants when the channel has Advanced Features. The winner is picked by watch time share, not clicks alone, and a test can run from 2 days to about 2 weeks depending on impressions. Change one variable at a time or you learn nothing.
• Description: first 2 lines restate the promise and name the sources. Add chapters for videos over 4 minutes. Add disclosure lines where step 8 requires them.

8. Clear the policy and rights check

Run this check on every video before scheduling. Full checklist in references/policy-and-rights.md.

• Originality: script is yours, angle is yours, each video differs in substance from the last five. No template swaps where only names and numbers change.
• Reused material: any clip, image, or text from another creator is transformed with significant original commentary or analysis, and you have the right to use it. No reuploads, no compilations with narration pasted over other people's videos as the main value.
• AI disclosure: disclose when generated or altered content is realistic and could be mistaken for a real person, place, or event. Use the platform disclosure tool on upload and a line in the description. Outlines, script help, thumbnails, and audio cleanup do not need that disclosure by themselves.
• Sensitive topics: no AI expert persona for health, legal, finance, or political advice. No graphic or sensational treatment of tragedy for views.
• Music and images: license log is complete for this video.

Monetization reference, check the Earn tab for current numbers before you plan around them: full YouTube Partner Program entry has been 1,000 subscribers plus 4,000 valid public watch hours in 12 months, or 10 million valid public Shorts views in 90 days. An earlier tier at 500 subscribers with 3 uploads in 90 days and lower watch or Shorts thresholds covers fan funding features. Shorts feed watch time does not count toward long-form watch hours. YouTube has announced higher new-entry thresholds from 1 February 2027, so treat all numbers as time sensitive.

9. Publish on a cadence you can hold

Pick a cadence you can sustain for 6 months, then batch to protect it.

Starter cadences:

• Long-form first: 2 long videos per week, plus 3 Shorts cut from them.
• Short-form first: 1 short per day, plus 1 long video per week that expands the best short topic.
• Low capacity: 1 long video per week, published on the same day and time, no exceptions for the first 90 days.

Batch in weekly blocks:

• Day 1: pick 5 ideas, research, outline.
• Day 2: write all scripts.
• Day 3: record or generate all voiceovers, log durations.
• Day 4 and 5: visuals and edits.
• Day 6: thumbnails, titles, descriptions, scheduling.
• Keep a buffer of 4 finished videos minimum. A buffer is what turns a bad week into a late batch, not a missed upload.

Cross-post each short to Shorts, TikTok, and Reels with platform-native captions and titles. Do not post a video with another platform watermark visible. Keep one master file per video and export per platform.

Use assets/launch-checklist.md for the 30 day launch sequence and assets/batch-board.csv to track every video from idea to published.

10. Review analytics and feed the next batch

Review 48 hours after publish, then again at 7 days. Record numbers in the batch board.

Read these together, never alone:

• Click-through rate plus average view duration: high clicks and low duration means the package promised more than the video gave. Low clicks and high duration means the video is good and the package is weak. Fix the weak side only.
• Retention at 30 seconds: if most viewers are gone by 30 seconds, the hook failed. Rewrite hook patterns, not the whole format.
• Retention dips: match each sharp dip to the script line and visual at that timestamp. Log the cause: slow section, confusing line, visual repeat, topic drift.
• Traffic source: search videos need exact topic titles, browse and suggested videos need stronger curiosity and series links. Do not judge both with the same title rule.
• Returning viewers and series performance: a video that brings viewers back or sends them to a second video is worth more than a one-off spike.

Weekly decisions, pick only three:

1. One format tweak to test in the next batch.
2. One packaging tweak to test.
3. One topic cluster to expand, based on the best returning-viewer video, not just the most views.

Kill or pause a format after 20 videos with no improvement in duration and returning viewers despite packaging tests. Do not kill a format after 3 videos.

Output Contract

When this skill runs, deliver some or all of these, depending on the request:

• Niche score sheet: six scores per niche, verdict, chosen sub-niche in one sentence.
• Format bible: one page covering length, structure, voice, visuals, music, captions, thumbnail, and title rules.
• Idea bank: table of ideas with title, promise, source, and hook line. Minimum 20 for a launch plan, 50 for a running channel.
• Script package: script with source log, chunk list, and duration log.
• Shot list: sentence by sentence visual plan with source and license note per asset.
• Publish pack per video: final title, 2 to 3 thumbnail concepts, description with chapters and disclosures, tags or hashtags per platform, scheduled slot.
• Batch board: CSV or table tracking stage, owner, and dates for every video in the batch.
• Analytics review: 48 hour and 7 day numbers, diagnosis in plain language, and the three decisions for the next batch.
• Policy check result: pass or specific fixes needed, item by item.

State assumptions when channel data is missing. Use placeholders like [NICHE] and [VOICE] rather than inventing channel history, revenue, or view counts.

Operating Rules

1. Accuracy first. Verify every date, name, number, and quote in a script against a primary source. Unverifiable material gets cut, not softened with vague wording.
2. No invented performance numbers. Do not promise views, revenue, RPM, or growth timelines. Show how to read real numbers in Studio instead.
3. Originality is the business model. If a workflow step can be copied by swapping a topic name, add a human editorial step: a point of view, original research, a worked example, or a tested result.
4. Rights before reach. No clip, image, track, or voice goes in a video without a clear right to use it, logged at the time of edit.
5. One format, one voice, one visual style until data says otherwise. Consistency is how viewers learn what the channel is.
6. Batch to protect cadence, buffer to protect quality. Never publish a video that failed the policy check just to keep a streak.
7. Packaging honesty. Titles and thumbnails must be paid off in the first 30 seconds of the video.
8. Platform numbers change. Thresholds, disclosure tools, and test features in this skill are dated guidance. Check the platform help center and the Earn or upload screen at the time you act.
9. Keep files tidy. One folder per video: script, audio chunks, duration log, shot list, license log, exports. Future you is the main user of this system.
10. Short-form is a funnel, long-form is the library. Cut shorts from long videos where possible, and let the best shorts choose the next long topics.

References

• references/niche-and-format.md: scoring sheet, format comparison, format bible template.
• references/voiceover-and-visuals.md: chunking, loudness, pronunciation, shot list method, visual pace.
• references/policy-and-rights.md: originality, reused content, AI disclosure, and license checklists.
• assets/script-template.md: fill-in script structure for explainer and documentary formats.
• assets/launch-checklist.md: 30 day launch sequence.
• assets/batch-board.csv: batch tracking sheet.
• Helper: bin/channel_audit.py scores a channel plan or review from a CSV of recent videos. Run python3 bin/channel_audit.py --help.