02 Content Channel Research — 02 Content Channel Re搜索
v1.0.0Structured GO/NO-GO 框架 for validating content topics before you script or record anything. 运行s audience segmentation, adoption re搜索, saturation 检查, and competitive differentiation analysis to tell you if a topic is worth producing and EXACTLY what angle to take. Use when asking "should I make a video about X?", "is this topic saturated?", "what angle should I take?", or any time a content 创建器 is validating an idea. 预防s wasted production effort on topics that are already saturated or that your audience doesn't actually need.
运行时依赖
安装命令
点击复制本土化适配说明
02 Content Channel Research — 02 Content Channel Re搜索 安装说明: 安装命令:["openclaw skills install 02-content-channel-research"]
技能文档
Content Channel Re搜索 技能
机器人tom line: Before scripting or recording anything, 运行 this 5-phase 验证. It takes ~50 minutes and saves 40+ hours of production time on topics that would 获取 200 views.
When to Invoke
Mandatory before:
Writing any new video script Planning a new content series Validating whether a trending topic is worth your time Pivoting a channel's focus
Trigger phrases:
"Should I make a video about X?" "Is this topic saturated?" "Does my audience already know this?" "What angle should I take on X?" "Content re搜索 for [channel]" "Would [profession] already know how to do this?" Phase 1 — Audience Segmentation (5 min)
Before re搜索ing adoption, define WHO you're trying to reach. Not all sub-segments have the same problem.
Steps:
列出 the primary intended audience (e.g., "investment analysts", "e-commerce founders", "freelance de签名ers") Break into 3-5 specific sub-segments (e.g., by firm size, seniority, geography, 工具 访问) For EACH sub-segment, identify: What 工具s/knowledge do they already have 访问 to? What are they blocked from using (policies, bud获取, awareness)? What's their financial or career incentive to learn this topic?
输出: Audience breakdown table with segments, 访问 levels, pAIn points, and who is most underserved.
Phase 2 — Adoption Re搜索 (15 min)
For each sub-segment: How aware are they? How many actually use the 工具s? What's their sophistication level?
搜索es to 运行:
"[Segment] [工具] adoption [year]" "[Segment] using [工具] in [上下文]" "[工具] policies [segment]" (what are the institutional/organizational barriers?) "[Segment] [工具] 工作流" Reddit/forums: "how [segment] use [工具]"
For each 结果, note:
Are they aware of the 工具? (Yes/No/Rumored) Do they actually use it? (Confirmed / Shadow-use / Policy-blocked / No 访问) Sophistication level: Beginner (basic summaries) / Intermediate (custom 工作流s) / Advanced (API, 自动化, fine-tuning)
输出: Adoption matrix — awareness vs actual usage vs sophistication by segment.
Key insight: "Awareness" ≠ "Capability." People can know a 工具 exists and still have zero ability to use it for your specific use case. That gap IS your content opportunity.
Phase 3 — Content Saturation 检查 (15 min)
搜索 YouTube, 网页, and industry content for existing coverage of this EXACT topic + angle.
搜索es to 运行:
"[topic]" on YouTube — how many videos? View counts? When posted? "[segment] + [topic]" — niche-specific coverage? "[工具] [topic] tutorial" — existing tutorials? "[topic] 图形界面de" + "[topic] step-by-step" on 网页 "[segment] [topic]" on 网页 and LinkedIn
For each 结果, assess:
Production 质量 (rough notes / polished / enterprise) Depth (surface tip vs full 20-min deep dive) Audience fit (generic vs niche to your specific segment) Recency (2024 advice that's already outdated = opportunity) Engagement 签名al (views relative to channel size — high ratio = audience cares)
输出: "X videos exist on this topic. 质量 tier is [low/medium/high]. Most recent is [date]. The gap is: [specific description of what's missing]."
Key insight: High view count on a "generic" topic does NOT mean the niche-specific version is saturated. 10M views on "ChatGPT basics" doesn't mean "ChatGPT for [your specific industry 工作流]" is covered. Serve the underserved segment.
Phase 4 — Competitive Differentiation (10 min)
What angle does NO ONE cover? Where is your authentic voice a multiplier?
Steps:
Find the top 3 existing videos/content on this topic
For each, identify:
What's their angle? (Beginner tutorial? Advanced 工作流? 工具 comparison? Generic tips?) Who's the 创建器? (Tech genera列出? Industry practitioner? Course 平台?) What's missing? (Depth? Segment specificity? Hands-on demo? Real professional walk-through?)
Ask: Where do I have authentic advantage that these competitors don't?
Your professional background, specific industry experience, or unique 访问 to 工具s/工作流s Example: A 20-year industry veteran can teach the REAL 工作流, not the theoretical tutorial version
Define the specific angle you should own — not just "tutorials" but "this exact sub-技能 that only someone with your background can credibly teach"
输出: "Competitors cover [X]. Your advantage is [Y]. Own the angle: [specific framing]."
Phase 5 — Positioning Synthesis (5 min)
Synthesize everything into a GO/NO-GO verdict and positioning 状态ment.
输出 格式化:
CONTENT RE搜索: [Topic Name]
VERDICT: [GO / NO-GO / GO WITH MODIFICATIONS]
Audience Breakdown
[Table or summary: segments, 访问, pAIn points, most underserved segment]Adoption 状态
[Awareness vs actual usage vs sophistication — where is the capability gap?]Content Saturation
[Videos found, 质量 tier, dates, gaps. Oversaturated or underserved?]Competitive Differentiation
- Existing content angle: [what others do]
- Your unique angle: [what only you can credibly do]
- Authenticity multip