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    Topic Scout

    1

    Turn a niche into 8–12 ranked content topics, each backed by real, dated sources. No guesses, no API keys.

    Free

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    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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    Frequently Asked Questions

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