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Start HereMarketing Manager

AI Search as a Marketing Channel

How AI visibility fits your channel mix, which KPIs replace organic click metrics, how to brief your team, and how to build the case for budget. The strategic view, without the jargon.

~15 minStrategicMarketing leadership
40%+

of commercial queries now start in an AI engine

That's 40% of your addressable audience that never sees your Google ranking

3×

higher purchase intent from AI-referred visitors

Users arrive pre-qualified by the AI recommendation

$0

cost-per-click in AI search

No paid placement — visibility is earned through content and authority

1
Step 1 — The Channel

Where AI Search Fits Your Marketing Mix

AI search is not a replacement for SEO, paid, or content marketing. It's an additional discovery channel with its own ranking signals, its own metrics, and its own optimisation playbook. The brands winning in AI search right now are the ones treating it as a distinct channel — not an afterthought of their SEO programme.

Traditional search
  • Ranked links — user chooses which to click
  • Success metric: CTR and organic sessions
  • Optimised via keywords, backlinks, PageRank
  • User reads your content after clicking
AI search
  • One generated answer — brand named or not named
  • Success metric: citation rate and share-of-voice
  • Optimised via content structure, schema, entity authority
  • User gets answer before ever visiting your site
The compounding advantageUnlike paid search, AI visibility compounds over time. Each citation builds the brand associations AI engines use to recommend you — making every month of visibility work more valuable than the last.
2
Step 2 — KPIs

New Metrics for the AI Search Era

Your current marketing dashboard was built for search and social. AI search needs its own metrics column. Here's how existing KPIs translate.

Old metricAI search equivalent
Organic search rankingAI visibility score (0–100)
Organic click-through rateCitation rate (% of queries cited)
Share of voice (paid)Share of voice (AI mentions)
Keyword rankingQuery-level AI rank
Backlink countCitation source quality
Start with one metricIf you're adding AI search to your reporting for the first time, start with the Visibility Score. It's the single number that answers "how visible is our brand in AI search?" — easy to track, easy to trend, easy to present.
3
Step 3 — Team

Briefing Your Team

AI visibility is a cross-functional programme. Here's how to brief each team with clear, scoped responsibilities.

Content team

  • Audit top 20 pages for AI citation rate using LLM Metrix
  • Add direct-answer lead paragraphs to all product and feature pages
  • Implement FAQPage schema across the site
  • Build a content calendar weighted toward question-format topics

SEO / Technical

  • Publish llm.txt and verify AI crawlers are not blocked in robots.txt
  • Implement Organization and Product schema with sameAs entity links
  • Set up citation monitoring alerts in LLM Metrix
  • Run monthly competitor benchmarking reports

PR / Comms

  • Monitor AI engines for brand hallucinations weekly
  • Build a citation seeding programme (placements on high-authority sites)
  • Establish a hallucination correction workflow
  • Include AI visibility score in quarterly brand health reports
4
Step 4 — Budget

Building the Business Case

AI visibility is primarily a content and technical investment — not a media budget. Here's how to frame the ROI conversation for leadership.

Avg. monthly AI-referred sessions for tracked brandsafter 90 days of optimization
+2,400
Avg. conversion rate of AI-referred visitorsvs. 1.8% organic search average
4.1%
Avg. additional leads per monthat 4.1% conversion on 2,400 sessions
+98
Cost per lead from AI visibility programmevs. $60–120 for paid search leads
~$15

A 90-day AI visibility programme typically costs $3–8k in content + tooling — delivering leads at a fraction of paid search CPL.

5
Step 5 — Tooling

Your Dashboard in LLM Metrix

LLM Metrix gives you and your team a single source of truth for AI visibility — from executive summary to individual URL performance.

Visibility Score

The headline metric for AI visibility — one number representing brand presence across all engines. Track it in your weekly marketing review.

Competitor Benchmarking

See your share-of-voice vs. competitors across every AI engine and query type. The executive view your leadership team expects.

Citation Intelligence

Which pages are driving AI citations — the content performance data your team uses to prioritise the editorial roadmap.

GEO Recommendations

A prioritised action backlog for your content and SEO teams — ranked by expected visibility lift.

Your first 5 actions

1

Get your AI visibility baseline

Run a free scan to see your current visibility score and how you compare to 3 competitors. This is your slide for the next leadership meeting.

2

Brief the content team on direct-answer structure

Share the Start Here guide for content marketers. One-page brief: add direct-answer paragraphs and FAQ schema to all product pages.

3

Add AI visibility to your channel reporting

Set up a weekly visibility score report in LLM Metrix. Track the trend line alongside your organic and paid metrics.

4

Set up competitor displacement alerts

Get notified the moment a competitor surges in AI visibility for your key queries — so you can respond before it affects pipeline.

5

Build the internal business case

Use the budget framing numbers above to estimate ROI. Present a 90-day trial proposal with clear success metrics.

Ready to see your score?

Run your first AI visibility scan in under 2 minutes — no credit card required.

Continue your learning journey

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