Why we built Topical Authority Engine
topicalmap.ai forgets you the moment the export finishes. We wanted a tool that lives in the IDE and remembers every audit.
Most SEO tools are built for content teams at companies.
You log in. You generate a map. You export a list of keywords. You schedule a meeting with the writers. Three months later you check rankings.
That loop is fine if you have a content team. Indie SEOs running niche sites do not.
The actual workflow we wanted
Open Claude Code. Type /tae next. Get the next thing to write, pre-briefed. Write it in the same editor. Say "done". Move on.
The dashboard exists. We log in maybe once a week to scan what the cron jobs found. The day-to-day work happens in the IDE.
What was missing in 2026
The category had two shapes:
One-shot map generators. Type a seed keyword, get a list of clusters. Export to CSV. That's it. No memory of what you've already covered. No re-audit when Google's algorithm shifts. No tracking of AI citations.
Enterprise content platforms. MarketMuse, Clearscope, Frase. Built for marketing teams who run editorial calendars. Indie pricing tier is "contact sales."
What the indie SEO running three niche sites actually needed: a tool that planned the map once, then watched the site weekly, surfaced the next move, and remembered what worked.
What we built
Topical Authority Engine is two things:
-
An MCP server you connect to your IDE. One line (
claude mcp add tae --timeout 120000 -- npx -y mcp-remote https://mcp.topicalauthority.app/mcp) and you have/tae next,/tae topical_map,/tae rewrite_blog, and a dozen others available as slash commands. The LLM is your IDE's own. -
A hosted dashboard at topicalauthority.app that stores your topical map state, ticket queue, audit history, and ranking deltas. Cron jobs run weekly without you touching anything.
The split matters. Most "AI SEO tools" are ChatGPT wrappers that charge $99/mo for inference they could get from Claude Code's free tier. We charge $99/mo for the part that doesn't exist anywhere else: the compounding memory of what your site has covered and what Google's been doing about it.
What this blog is for
Methodology essays. Not listicles. Not "10 ways to rank faster."
How topical authority actually compounds in 2026. Why AI search shifted what gets cited. What we found when we ran the system on our own site. The patterns we keep seeing across indie niches.
If you build content from your IDE and want to understand the system, you are the audience.
Run this methodology on your own site.
Plan your topical map, run weekly audits, rewrite posts from Claude Code or Cursor. $99/month. 3 projects. 1,500 audit credits. No credit card on first signup.