Full AI Visibility Intelligence Report
The intelligence layer category leaders use
The complete picture of how AI systems perceive, rank, and recommend your brand — plus the strategy to own AI-driven discovery in your category.
What this report is
Not a marketing audit. Not an SEO report. Not a vendor-stitched dashboard. The Full AI Visibility Intelligence Report is a deep, multi-model analysis of how your brand is described, ranked, and recommended by the AI systems that increasingly decide what gets discovered, trusted, and purchased.
Built for operators, founders, and category leaders who treat AI visibility as infrastructure — not as a campaign.
Inside the report
- · 7 strategic sections
- · 50+ commercial prompts analysed
- · 4 leading LLMs, model-by-model
- · Custom GTM playbook
- · 30/60/90 day execution plan
What we identify
The signals AI uses to decide
- ◆Whether your brand is mentioned in AI responses
- ◆How you compare to key competitors
- ◆Basic sentiment and positioning signals
- ◆Key visibility gaps limiting discoverability
- ◆One high-impact opportunity to improve AI recommendation presence
What you receive
A complete intelligence package
- ◆A custom AI Visibility Audit
- ◆Competitive AI positioning insights
- ◆AI discoverability analysis
- ◆Recommendation intelligence across leading LLMs
- ◆A tailored AI Revenue & Go-To-Market strategy
Structure
What's inside
Seven sections, sequenced from diagnosis to execution.
Section 01
Executive Summary
Where you stand, in one page
Your AI Visibility Score, category position, and risk level — for the boardroom.
- ◆Composite 0–100 AI Visibility Score
- ◆Category position vs leaders, alternatives, and invisibles
- ◆Risk level for AI-driven revenue erosion
- ◆Headline insight from the full analysis
Section 02
Model-by-Model Deep Analysis
Every LLM, decoded
Exact positioning patterns across ChatGPT, Claude, Gemini, and Perplexity — and the differences that matter.
- ◆Per-model ranking patterns across 50+ commercial prompts
- ◆Behavioural differences: which model favours whom, and why
- ◆Bias detection: where each model systematically excludes you
- ◆Model-specific narrative variance
Section 03
Competitive Dominance Map
Who owns your category
The complete map of who AI considers a leader, a challenger, a rising threat, or invisible.
- ◆Category narrative ownership — who AI defaults to
- ◆Rising competitors gaining share-of-mind
- ◆Invisible incumbents losing AI ground
- ◆Your defendable positioning territory
Section 04
AI Recommendation Engine Analysis
Why AI recommends competitors instead of you
The signals models actually use to rank brands — and which ones you're missing.
- ◆Missing signals limiting your recommendation likelihood
- ◆Ranking triggers that promote competitors
- ◆Per-model recommendation patterns
- ◆Closeable gaps vs structural disadvantages
Section 05
Narrative Engine Breakdown
How AI describes you today — and how it should
The exact language AI uses about your brand, contrasted against your ideal narrative — with a correction strategy.
- ◆Current narrative across each model (verbatim)
- ◆Ideal narrative aligned to your positioning
- ◆Narrative correction strategy with prioritised levers
- ◆Authority and trust signals required to shift framing
Section 06
AI GTM Strategy
The plan to own AI-driven discovery
The strategic playbook to make AI systems recommend you by default. This is the money section.
- ◆Prompts to dominate (commercial-intent prioritised)
- ◆Content signals AI needs to recommend you
- ◆Partnerships and citations that move rankings
- ◆Structured data and discoverability infrastructure
- ◆Authority building plan — sequenced by impact
Section 07
30 / 60 / 90 Day Plan
Execution, sequenced
Every action, every milestone, every owner — step-by-step.
- ◆Days 0–30: visibility quick wins and critical fixes
- ◆Days 31–60: narrative correction and signal building
- ◆Days 61–90: dominance plays and measurable AI share
- ◆Per-week deliverables, owners, and success metrics
In the AI economy, visibility is not marketing. It is infrastructure.
One last thing
If AI doesn't recommend you, your business is already invisible.
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