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AI · Recommendations

AI-built action plans.
Not just dashboards.

LLM Metrix doesn't just tell you what's broken. It generates a prioritised list of recommended content edits, schema additions and citation targets to work through.

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Illustrative
Action plan
4 AI-generated tasks
Projected lift
+0

Click a task to mark it complete and watch the projected lift update.

Why it matters

Built to move your AI visibility from invisible to inevitable.

Exact, copy-paste edits

No vague advice. Every recommendation includes the specific copy, JSON-LD or content brief to use.

Prioritised for you

Each task comes with a priority, so the team always works the highest-leverage items first.

Content briefs in one click

Turn any opportunity into a brief — outline, target prompts, target citations, suggested length.

Schema guidance

Recommendations flag where structured data like FAQPage or Product schema could help you win the prompts you care about.

Track your progress

As new scans come in after you ship changes, watch your visibility score respond so you can gauge what's working.

Continuously refreshed

New tasks are generated weekly as engines, prompts and competitor positions change.

Who it's for

A daily edge for the teams shaping AI answers.

GEO/SEO leads

Run a continuous backlog of prioritised AI optimisation tasks — like a sprint board for visibility.

Content writers

Open your recommendations, see a brief, write the page. No more guessing what topics matter to AI engines.

Engineers

Get clear, specific guidance on the structured data and HTML changes to make — no schema-spec deep-dive required.

FAQ

Questions, answered.

How are recommendations generated?
We feed your project's own scan data — mentions, citation gaps and competitor positions — to an AI model that produces a prioritised list of recommended edits. Everything is generated from your own monitoring results.
How are recommendations prioritised?
Each recommendation comes with a priority based on the gap it addresses and how much it could help your visibility. Priorities are guidance to help you sequence the work — not guarantees of a specific score change.
Can I sync recommendations to Linear or Jira?
Integrations with tools like Linear, Jira, and Notion are on our roadmap. Today you can work the prioritised recommendations directly in your LLM Metrix dashboard.

Keep exploring

Related features

Multi-Engine Monitoring

Track your brand across ChatGPT, Perplexity, Gemini, Claude, Grok, and other major AI engines — across 6 AI engines in one view.

Visibility Score

A single composited score that tells you exactly how AI engines understand and recommend your brand vs competitors.

Citation Intelligence

Discover which pages and sources AI engines are citing in answers about your space — and what to do about it.

What's changed
v1.0.0

Launch

Key concepts
E-A-TGEOQuery ClusterSERPTopic AuthorityAEOAnswer EngineCitation
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The AI era of search
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