Fix · What to change first

Action Board

You know where you lose. Now see why each KPI moved, and what to fix first, ranked by how many answers it can change.

What is AI content gap analysis?

AI content gap analysis finds the themes, sources and claims engines use when they recommend competitors instead of you. On the MentionX Action Board, each gap becomes one ranked action you can assign, ship and measure.

Find my gapsSee the methodology
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How it works

How Action Board works: From KPI to measured action

1Explain

Every KPI shows why it moved, where you lose and which actions would move it.

2Merge

Gaps from AI answers, Google, social and review sites become one action per deliverable.

3Ship

This week's focus, owners, due dates, approvals and AI drafts via the GEO Content Agent.

4Measure

The next weekly scan marks each shipped action improved, unchanged or declined.

Read it with

Metrics related to Action Board: Three numbers that tell the full story.

Ranked by impact

Ordered by how many stored answers each action could change.

One action per deliverable

A page, a listing or a thread, not five cards for the same gap.

Proof loop

The next weekly scan shows which engines changed their answer.

A

A list of problems vs a ranked plan: Gaps are only useful when they become actions.

Problem list

Thirty things you could improve, in no particular order.

Action Board

Near-wins first, then sources to earn, pages to publish and claims to counter, ranked by answers they can change.

Ranking is calculated in code from stored answers, not by an AI model.

Raise it

How to improve your Action Board: From the number to the fix.

FixGEO Content Agent

A GEO content agent drafts content designed to be cited and recommended by AI engines. MentionX's GEO Content Agent writ…

Explore →UnderstandCitation & Source Intelligence

AI citations are the web pages an engine links to or relies on when it answers. MentionX stores every cited URL, so you …

Explore →UnderstandTopics Intelligence

Topic intelligence groups your buyer prompts and AI answers into themes, then shows which themes AI associates with your…

Explore →MeasureRecommendation Rate

Recommendation Rate is the share of AI answers to real buyer prompts in which an engine recommends your brand as an opti…

Explore →
Action Board FAQ

Action Board FAQ: Questions about the metric.

How it is counted, what a good number is, and how to move it.

Compare the answers where competitors are recommended with yours: the themes, sources and claims engines use. MentionX does this automatically and ranks the fixes.

Near-wins: prompts where AI already mentions you but recommends someone else.

The GEO Content Agent drafts articles from your actions: 5 a month on Spark, 30 on Nova and 50 on Galaxy.

The next weekly scan shows whether the engines changed their answers on those prompts.

Start free

What is your Action Board?

Enter your URL and market. Your first scan shows it on every engine in your plan.

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