THE AI VISIBILITY
WORKBOOK
Understand your AI visibility, uncover what you’ve already built, and create a 90-day plan for what’s next.
A step-by-step workbook to help you see your business differently—and take clear, strategic action in the age of AI search.
A clearer view. A stronger strategy. A more aligned you.
The workbook helps you move from curiosity to clarity—auditing your visibility, identifying gaps and opportunities, strengthening your positioning, and building a focused 90-day plan.
Discover
Understand your current AI visibility across the major tools your customers may use.
Uncover
Identify gaps, opportunities, contradictions, and what’s already working.
Align
Strengthen positioning, messaging, evidence and the signals supporting your business.
Plan
Create a practical 90-day roadmap with priorities instead of another endless list.
It’s a strategic reset.
See what exists before you decide what to build.
This isn’t another marketing worksheet. It’s a guided way to examine the evidence, understand the system around your business, and take aligned action in an AI-first world.
Surface the evidence your business has accumulated over time.
Compare what you want to be known for with what machines can see.
Test how the business is found, described, compared and recommended.
Prioritize what matters instead of fixing everything at once.
A working document for your real business.
The workbook gives you a place to collect the evidence, compare results, document contradictions, and decide what deserves deeper attention.
You are not expected to fix everything you find. You’re building a clearer picture first.
Document where your business stands today.
Test brand, category, problem and intent queries.
See who appears when your business doesn’t.
Evaluate proof supporting your positioning.
Capture missing, outdated and contradictory information.
Use AI for the heavy lifting without outsourcing judgment.
Track search-to-business KPIs and attribution.
Build thirteen weekly sprints with owners, evidence and review gates.
Not placeholders. Real exercises from the workbook.
These previews use the actual content and structure from the workbook so buyers can see the kind of work they’ll be doing.
Understand the Modern Visibility System
SEO, local discovery, answers, AI recommendations, reputation, and conversion are different layers of one customer journey.
The Four Disciplines
| Discipline | What it means | Success signal |
|---|---|---|
| SEO | Crawl, understand, index and surface relevant pages. | Qualified impressions, clicks, conversions |
| Local SEO | Improve relevance and prominence for local discovery. | Calls, directions, bookings |
| AEO | Structure concise, accurate answers. | Answer inclusion, qualified visits |
| GEO | Improve likelihood of AI understanding, mentions and citations. | Mentions, citations, referrals |
Measure AI Visibility Without Pretending It Is Stable
AI answers vary by model, time, location, browsing mode, prompt wording, and source availability. Good measurement controls what it can and documents what it cannot.
Build a Balanced Prompt Set
| Prompt family | Purpose |
|---|---|
| Category discovery | Tests unbranded awareness |
| Service + location | Tests local commercial relevance |
| Problem / need | Tests informational-to-commercial discovery |
| Comparison | Tests consideration-stage visibility |
| Branded fact | Tests entity accuracy |
Testing Protocol
- Freeze 15–20 prompts before baseline.
- Record date, platform and context.
- Run each prompt in a fresh conversation.
- Capture the full response.
- Record mentions, citations, accuracy and competitors.
Track What Actually Changes
| Prompt | Platform | Mention / position | Citation |
|---|---|---|---|
Platform Summary
| Platform | Mentions / prompts | Rate | Citations |
|---|---|---|---|
| ChatGPT | |||
| Gemini | |||
| Perplexity | |||
| Other |
What changed in the answers—not only in the scores?
Start with the evidence.
A practical, guided framework to understand your AI visibility, uncover what you’ve already built, and create a measurable 90-day plan for what’s next.
Secure checkout powered by PayPal.
The workbook can stand on its own.
Use your findings yourself, bring them to your existing team, or rerun the measurement later and compare what’s changed.
If you finish and the harder question becomes “Okay, but what does all of this actually mean for my business?”, that’s when the Intensive becomes the logical next step.
AI Visibility Intensive
Bring the completed workbook and we’ll interpret your findings, identify the constraint behind the symptoms, and determine what deserves to happen next.
Workbook: Discover · Uncover · Align · Plan
Intensive: Interpret · Prioritize · Evolve
Want More Hands On Visibility Work?
Questions?
Who is this workbook for?
Business owners and marketers who want a clearer picture of how their business is found and understood across search and AI before investing in more tactics.
Do I need technical SEO experience?
No. The workbook teaches the concepts and gives you structured exercises, scorecards and prompts.
Is this an AI visibility audit?
It is a self-guided operating workbook for establishing a baseline, documenting evidence and turning findings into a 90-day plan. It is not a done-for-you audit.
How will I receive it?
The workbook is delivered digitally after successful payment to the email associated with your order.
Will this guarantee that ChatGPT or another AI recommends my business?
No. AI systems control their own outputs. The workbook helps you understand and improve the evidence and visibility conditions around your business.
You don’t need another random marketing task. You need somewhere intelligent to start.
Audit what exists. Follow the evidence. See the gaps. Build a measurable plan for what’s next.
