Skip to main content
Cluster Actions is where Nobori.ai converts your Boosted Prompts into a practical execution plan. When you Boost a cluster in Prompts, we analyze:
  • what sources AI systems are citing for those prompts today
  • where your brand is missing
  • what actions would most likely increase your chance to be mentioned and cited for the same buyer-intent questions
Cluster Actions are created from Boost on the Prompts page. If you haven’t boosted a cluster yet, start in Prompts.

​
What you’ll see

​
Cluster selector

On the left, choose All Clusters or a specific cluster (e.g., “Custom Software Development”).
Actions are scoped to the selected cluster.

​
Filters

At the top you can filter by:
  • Type (action type)
  • Priority
  • Effort
  • Platforms (where the prompt runs / is tracked)

​
Board columns

Same workflow as Foundation:
  • To do
  • In Progress
  • Completed
  • Dismissed

​
What “Boost Prompts” means

Each action is tied to the Boost Prompts you selected (the buyer-intent questions you want to win).
We show those prompts inside the action so you always know what the work is meant to improve. Typical Boost prompts look like:
  • “Best [category] tools”
  • “Shortlist vendors for [use case]”
  • “Compare providers for [requirements]”
  • “RFP / proposal guidance for [category]”

​
Action types

Below are the most common action types you’ll see. Your workspace may not include all of them yet.

​
Outreach

Goal: get added to pages that already rank and get cited (listicles, directories, high-authority publisher pages). What it usually includes:
  • a clear “exact ask” (what to request from the publisher/editor)
  • proof points to prepare (only verifiable items)
  • paste-ready snippets you can adapt
  • a list of target pages under Evidence
Success looks like: your brand appears on existing high-visibility pages that AI systems already retrieve for the cluster.

​
Community

Goal: earn crawlable mentions in high-ranking community threads (e.g., Reddit, DEV, LinkedIn discussions) that AI systems may cite. What it usually includes:
  • which platforms/threads to reply to
  • guidance on what to write (helpful points, not promotional)
  • one contextual link instruction (where appropriate)
  • Evidence links to the threads/pages we’re targeting
Success looks like: helpful replies that get indexed, rank, and become retrieval sources for buyer prompts.

​
Guest Posts

Goal: publish ranking-capable listicle-style posts on third-party domains (often paid placements) to create additional sources that mention your brand. What it usually includes:
  • a title variation for each placement
  • a short outline (intro angle, criteria, list structure, FAQ)
  • uniqueness rules (avoid duplicated content across placements)
  • estimated price and target country (if available)
  • Recommended placements (when provided by your placement provider)
Success looks like: multiple independent pages that can rank and be cited for the same cluster topics.

​
Owned Listicle (if available)

Goal: create one canonical “hub” page on your own domain that external placements should link to. Why it matters:
  • centralizes link equity to one page
  • improves conversion (it’s your site)
  • gives AI systems a strong, structured source to cite
Success looks like: one authoritative page that becomes the default citation target.

​
Free Publish (if available)

Goal: publish vendor-intent longform on free platforms (e.g., Medium, LinkedIn, Dev.to) to create additional retrievable sources. Success looks like: more crawlable mentions across platforms that AI systems already ingest.

​
Opening an action

Click a card to open details. You’ll typically see:

​
Description

What the action is, why it matters for AI retrieval, and what not to do.

​
Subtasks

Concrete steps to execute the action. Check them off as you go.

​
Evidence

Pages where your brand is missing or competitors are present.
These links explain why the action exists. A list of suggested domains, often with:
  • estimated price
  • category / vertical
  • country coverage

​
Impact

What should change when this action is completed (e.g., more third-party sources mentioning you in the correct context).

​
How to use the board effectively

  1. Start with High priority / Medium effort
  2. Move cards as you work: To do → In Progress → Completed
  3. Treat each action as a measurable experiment:
    • publish / outreach / reply
    • wait for indexing
    • watch changes in cluster visibility and citations
Want to regenerate actions after new content or placements go live? Boost the cluster again from Prompts.

Prompts

Manage clusters, prompts, and run Boost.

Citations

See which pages and domains AI systems cite.

Foundation

Baseline checks that prevent citations.