> ## Documentation Index
> Fetch the complete documentation index at: https://docs.nobori.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Cluster Actions

> Turn “Boost” results into a prioritized action board (outreach, community, guest posts) based on what AI systems cite today.

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

<Note>
  Cluster Actions are created from **Boost** on the Prompts page. If you haven’t boosted a cluster yet, start in <a href="/prompts">Prompts</a>.
</Note>

***

## 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.

### Recommended placements (Guest Posts only)

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

<Note>
  Want to regenerate actions after new content or placements go live? Boost the cluster again from <a href="/prompts">Prompts</a>.
</Note>

***

## Related docs

<CardGroup>
  <Card title="Prompts" href="/prompts">Manage clusters, prompts, and run Boost.</Card>
  <Card title="Citations" href="/citations">See which pages and domains AI systems cite.</Card>
  <Card title="Foundation" href="/foundation">Baseline checks that prevent citations.</Card>
</CardGroup>
