Content Research Agent
A Cowork plugin that scans your niche daily and delivers scored content opportunities before your competitors find them. 5 slash commands cover full daily scans, quick checks, competitor analysis, and topic validation — all tuned to YOUR specific niche. Works with any topic from yoga to business coaching to photography. No external subscriptions required.
What This Is
Content Scout is a Cowork plugin that does your content research for you. Tell it your niche, and it scans community forums, course platforms, competitor channels, and the AI × Education landscape to find content gaps and opportunities — then scores each one 0–100 so you know exactly what to create next.
It does not write your content. It does not post for you. It tells you what’s worth creating before you spend hours on a topic nobody’s searching for.
Who This Is For (And Who It Isn’t)
Good fit if you:
- Create content regularly but waste time guessing what topics will land
- Want to stay ahead of competitors without manually stalking their channels
- Need to know which content gaps exist in your niche right now
- Run a campus, course, or community and want data-driven content decisions
Not a fit if you:
- Want an AI content writer — this is research and intelligence, not content creation
- Need social media scheduling or publishing tools
- Don’t create content regularly enough to benefit from daily or weekly scans
How It Works
First-time setup: Run /scout-setup and answer a few questions about your niche, audience, and competitors. This creates your niche profile that powers every scan.
Daily use (pick your speed):
/scout-daily— Full scan across your niche, AI trends, and internal data. Returns a prioritized report with your top 10 opportunities, the top 3 expanded with action steps/scout-quick— 2-minute scan that returns your top 3 opportunities in a simple table. Perfect for a morning check/scout-competitor— Deep dive on what your competitors are publishing, what’s getting traction, what they’re missing, and where you can differentiate/scout-validate— Already have a topic idea? Test it against real demand, competition gaps, and timing before you commit to creating it
How Scoring Works
Every opportunity gets a score from 0–100 based on four signals:
- Demand (0–40 pts) — Are people actually searching for and asking about this?
- Gap (0–30 pts) — Is existing content missing, outdated, or surface-level?
- Timing (0–20 pts) — Is this trending now or tied to something current?
- Fit (0–10 pts) — Does this match your niche and audience level?
Scores translate to clear labels: ? Hot (80+), ✅ Strong (60–79), ? Worth a Look (40–59), or ⏭️ Skip (below 40). No guesswork.
What You Get
- 4 specialized skills and 5 slash commands
- 3-bucket scanning architecture — your niche, AI × Education trends, and optional internal business data
- 0–100 scoring system with transparent point breakdowns
- Niche configuration template that adapts to any topic area
- Optional connectors for FluentSupport, FluentCommunity, FluentCRM, FluentCart, and FluentCommunity courses — so your scan includes what your own students are asking about
- Zero external subscriptions — uses built-in web search, no API keys needed
How This Fits Into Your Setup
Content Scout works inside Claude Cowork as an installable plugin. Out of the box it uses web search to scan public sources — Reddit, YouTube, Udemy, competitor sites, and more. No API keys or paid services required.
If you run a WordPress campus with Fluent tools, you can optionally connect your support tickets, community posts, email data, course enrollments, and sales data. When internal signals match external demand, opportunities get a 1.5× multiplier — meaning your best content ideas come from what your own audience is already telling you.
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