sby @shipgtm
Build a cited content cluster from one pillar topic
Researches subtopics with Exa, scores them with Ahrefs, publishes the approved briefs in Webflow, and schedules the next batch in n8n.
Outcome
A prioritized list of cluster subtopics with intent, ranking potential and search volume.
A source-backed brief for each subtopic, ready for review.
The approved briefs live in your CMS collection, with the next batch scheduled.
How it works
- 1
Research subtopics
ExaAsk what people search and ask around
pillar_topic. Keep every subtopic with its intent and the citations behind it. - 2
Check what you already rank for
AhrefsLook up
own_domain. Drop any subtopic that already ranks there, keeping the rest. - 3
Check volume and difficulty
AhrefsLook up the remaining subtopics. Drop the ones with too little search volume or too high a difficulty to be worth a brief, and keep the rest with their volume and difficulty.
- 4
Prioritize the cluster
Your agentOrder the kept subtopics by business value, their internal-link role to
pillar_topic, and the volume and difficulty from step 3. - 5
Draft the briefs
Your agentFor each subtopic, in priority order, draft a source-backed brief with a distinct angle, the reader's outcome, a heading structure, and a link to
pillar_topicand to the other briefs in the cluster. Show the drafts to the user. - 6
Stage approved briefs
WebflowAfter the user approves, create each brief as a draft item in
cms_collection. - 7
Publish them
WebflowPublish the items the user is ready to take live now; leave the rest staged.
- 8
Schedule the next batch
n8nTrigger
batch_workflowwith the subtopics left over from step 4, so the next run picks up where this one stopped.
You'll be asked for
The pillar keyword to cluster
e.g. outbound sales automation
Your site, to skip subtopics you already rank for
e.g. acme.com
The Webflow CMS collection to draft posts into
e.g. Blog posts
The n8n workflow that reruns this pipeline for the next batch
e.g. SEO cluster batch
The file your agent runs
seo-topical-clusters.md
Build a cited content cluster from one pillar topic
Researches subtopics with Exa, scores them with Ahrefs, publishes the approved briefs in Webflow, and schedules the next batch in n8n.
Set up the tools below, then run the steps in order for the user, carrying each step's results into the next. The run is done when the user has the outcome below.
Outcome
- A prioritized list of cluster subtopics with intent, ranking potential and search volume.
- A source-backed brief for each subtopic, ready for review.
- The approved briefs live in your CMS collection, with the next batch scheduled.
Inputs
Ask the user for these before you start.
pillar_topic: the pillar keyword to cluster, e.g. outbound sales automationown_domain: your site, to skip subtopics you already rank for, e.g. acme.comcms_collection: the Webflow CMS collection to draft posts into, e.g. Blog postsbatch_workflow: the n8n workflow that reruns this pipeline for the next batch, e.g. SEO cluster batch
Set up
Answer a question from the web (Exa, tool:exa/answer-question)
Use the API.
- Base URL: https://api.exa.ai
- Endpoint:
POST /answer - Auth: send the header
Authorization: Bearer $EXA_API_KEY - Get a key: https://dashboard.exa.ai/api-keys
Ahrefs (tool:ahrefs/get-organic-keywords, tool:ahrefs/get-keyword-overview)
Use the API.
- Base URL: https://api.ahrefs.com/v3
- Get a site's organic keywords:
GET /site-explorer/organic-keywords - Get keyword search volume:
GET /keywords-explorer/overview - Auth: send the header
Authorization: Bearer $AHREFS_API_KEY
Note: Only workspace owners and admins can create keys, in Account settings, API keys.
Notes:
- Get a site's organic keywords:
target,dateandselectare required;modenarrows the match to an exact URL, a prefix, the domain or its subdomains. - Get keyword search volume:
selectandcountryare required;keywordstakes a comma-separated list.
Webflow (tool:webflow/create-cms-items, tool:webflow/publish-cms-items)
Use the first option your agent supports.
Notes:
- Create CMS items: Read the collection's fields first (
get_collection_detailson MCP). SettingisDrafttofalseonly queues items for the next site publish: publish them to go live now. The 100-item limit counts every locale variant.
MCP (official, remote)
Add this server to your agent's MCP settings, then sign in when asked.
{ "mcpServers": { "webflow": { "url": "https://mcp.webflow.com/mcp" } } }
- Create CMS items: call the MCP tool
data_cms_toolwithPOST /collections/{collection_id}/items/insert - Publish CMS items: call the MCP tool
data_cms_toolwithPOST /collections/{collection_id}/items/publish
CLI (official)
Install the command and sign in with it, then confirm it runs.
npm install -g @webflow/webflow-cli
webflow --version
- Create CMS items: run
webflow cms items create - Publish CMS items: run
webflow cms items publish
Run a workflow (n8n, tool:n8n/run-workflow)
Use the MCP server. Add it to your agent's MCP settings, then sign in when asked.
{ "mcpServers": { "n8n": { "url": "https://{n8n_host}/mcp-server/http" } } }
Call the MCP tool execute_workflow.
Note: {n8n_host} is your instance's domain, such as acme.app.n8n.cloud. An owner or admin turns on Settings > Instance-level MCP first.
Note: Only workflows enabled for MCP access can run, and multi-step forms and human-in-the-loop steps aren't supported. production runs the published version, manual the draft; check the outcome with get_workflow_execution.
Before step 1, confirm access to each service with its cheapest read-only call, like a list or a search. Never send or change anything to test access.
Steps
- Research subtopics with Answer a question from the web (Exa). Ask what people search and ask around
pillar_topic. Keep every subtopic with its intent and the citations behind it. - Check what you already rank for with Get a site's organic keywords (Ahrefs). Look up
own_domain. Drop any subtopic that already ranks there, keeping the rest. - Check volume and difficulty with Get keyword search volume (Ahrefs). Look up the remaining subtopics. Drop the ones with too little search volume or too high a difficulty to be worth a brief, and keep the rest with their volume and difficulty.
- Prioritize the cluster yourself. Order the kept subtopics by business value, their internal-link role to
pillar_topic, and the volume and difficulty from step 3. - Draft the briefs yourself. For each subtopic, in priority order, draft a source-backed brief with a distinct angle, the reader's outcome, a heading structure, and a link to
pillar_topicand to the other briefs in the cluster. Show the drafts to the user. - Stage approved briefs with Create CMS items (Webflow). After the user approves, create each brief as a draft item in
cms_collection. - Publish them with Publish CMS items (Webflow). Publish the items the user is ready to take live now; leave the rest staged.
- Schedule the next batch with Run a workflow (n8n). Trigger
batch_workflowwith the subtopics left over from step 4, so the next run picks up where this one stopped.
Notes
Step 8 needs batch_workflow already built and enabled for MCP access in n8n; this run only starts it.
Adapted from ShipGTM's topical cluster guide, which names Exa for research, Ahrefs for keyword and ranking data, Webflow for publishing, and n8n as one option for orchestrating the pipeline.
Rules
- Use only the services set up above. The read-only calls they need, like listing ids or polling for results, are fine.
- Ask the user before anything that sends messages, costs money, or changes data, and say how many records it touches. One approval covers a batch the user has seen.
- Never print API keys.