Works with the AI tools you already use
Topic Scout
Turn a niche into 8–12 ranked content topics, each backed by real, dated sources. No guesses, no API keys.
Free
See it in action
You say
Find content ideas for my niche: indie developers building micro-SaaS on AWS.
Your agent does
Topic candidates — micro-SaaS on AWS (prepared 2025-05-10)
| # | Working title | Angle | Impact | Diff | |---|---|---|---|---| | 1 | The 'Hidden' RDS Cost Trap | Community pain: unexpected $100+ bills | 5 | 2 |
Evidence
1. The 'Hidden' RDS Cost Trap
- Reddit: Users complaining about IOPS scaling costs (r/aws, 2025-04-12) [1]
- HN: Debate on Aurora vs DIY Postgres for small apps (2025-03-20) [2]
About this skill
"Give me 10 blog ideas" gets you evergreen mush — plausible headlines that target nobody and compete with a thousand identical posts. The failure is that they're guesses: no evidence anyone actually wants them.
Topic Scout turns a niche into 8–12 ranked topic candidates, each backed by at least 2 live, dated sources — a real search signal, a community complaint with a link, a timely news hook, or a named gap in a competitor's top-ranking post. A topic with no evidence does not make the list.
It searches every niche from three angles — community pain, news hook, and competitor gap — so you break out of the single-SEO-bubble that one phrasing traps you in. Each surviving candidate is scored on impact (how much the reader wants it) and difficulty (competition + effort), then ranked so you know what to pick up first. The output is a clean table plus per-candidate evidence blocks with real citations, dates, and access dates.
Topic Scout is the free on-ramp to the Content Ops Suite — the full anti-slop pipeline (topic → brief → draft → repurpose → pre-publish QA). No API keys: works with plain Claude Code (WebSearch/WebFetch).
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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