Find out if AI search engines recommend you, or your competitors
Share of Model across ChatGPT, Perplexity, Gemini, and Claude, branded report in 24 hours
Is your brand visible in AI search? ChatGPT, Perplexity, Gemini, and Claude are answering your customers' questions right now. I built a pipeline that checks whether they're recommending you, or your competitors.
This assessment measures your Share of Model across all four AI engines, scores your schema-for-AI readiness, and tells you exactly what to fix. Report delivered within 24 hours.
What's Included
AI Engine Analysis
- ✓ 20+ brand-relevant queries per AI engine
- ✓ ChatGPT, Perplexity, Gemini, and Claude all checked
- ✓ Share of Model calculated per engine + overall
- ✓ Citation quality and context analysed, not just mention count
Competitor Benchmarking
- ✓ 3-5 competitors checked on the same queries
- ✓ Per-engine breakdown showing where each competitor leads
- ✓ Gap analysis, which queries you are absent from entirely
- ✓ Overall Share of Model score vs competitor average
Technical Readiness
- ✓ Schema-for-AI score, is your structured data AI-readable?
- ✓ Content extractability rating, can AI engines cite your pages?
- ✓ AI crawler access status checked (llms.txt, robots.txt)
- ✓ Entity clarity score, is your brand resolvable as a known entity?
Report & Recommendations
- ✓ Branded PDF, your logo, delivered within 24 hours
- ✓ Prioritised fixes ranked by impact on AI visibility
- ✓ Suitable for white-labelling, present to clients as your own
- ✓ Flat rate, same deliverable for any brand, any industry
When this delivers the most value
This assessment is most useful when you're operating blind in AI search.
- ✓ You've never checked AI visibility and have no idea whether ChatGPT, Perplexity, or Gemini mention your brand at all
- ✓ You're pitching clients and want to include AI visibility data that no other agency can show
- ✓ You want to offer AI search services but need a branded report to present as your own capability
- ✓ You suspect competitors are being recommended by AI engines and want to confirm where you stand
What you get
Four clear outputs in a single branded report.
AI Visibility Report
A 5-8 page branded PDF showing your brand's presence across ChatGPT, Perplexity, Gemini, and Claude. Not a data dump, analysed findings with context about what each result means for your business.
Share of Model Scorecard
The headline metric. Shows how often AI search engines mention your brand compared to 3-5 competitors. Per-engine breakdown plus an overall score. The number that tells you whether AI search is working for you or against you.
AI Readiness Checklist
Schema-for-AI score, content extractability rating, and AI crawler access status. Tells you whether your website is technically ready for AI engines to cite your content.
Prioritised Recommendations
What to fix first to improve AI visibility, ranked by impact. Not generic advice, specific actions based on your data.
Three Ways to Work Together
Managed Service
I Run It For You
Submit your brand details and I deliver the branded report within 24 hours. Present it to your client as your own AI visibility offering. No technical knowledge needed on your side.
Best for: Agencies wanting to add AI visibility to their service offering instantly.
Buy the System
Purchase and Run It Yourself
I build the full AI visibility pipeline and hand it over with documentation. Run assessments for every client, every prospect, at no per-report cost to me.
Best for: Agencies with technical capability who want to own the assessment process.
Bespoke Build
Tell Me What to Automate
Need custom prompts for your industry, additional AI engines, or integration with your reporting platform? I'll build a tailored pipeline for your exact requirements.
Best for: Agencies with specific verticals or unique reporting needs.
Who built this
Every system, every pipeline, every deliverable, built and maintained by one person.
Credentials
Experience
I built the AI visibility pipeline because nobody else was measuring it. 17 years in SEO taught me to spot platform shifts early, and AI search is the biggest one since mobile. I review every report before it goes out. One person, one pipeline, full accountability.
Why this matters
- ✓ The AI visibility pipeline is custom-built, no off-the-shelf tool checks all 4 AI engines with Share of Model calculation
- ✓ Nobody else in the UK offers this as a standalone product, I built it because the gap existed
- ✓ The person who built the system is the person who delivers the report, one point of accountability
- ✓ The report includes recommendations, not just data. You leave knowing what to fix.
How it works
Submit Your Brand
Provide your brand name, website URL, and 3-5 competitor names. Takes 2 minutes.
AI Engine Queries
The pipeline queries ChatGPT, Perplexity, Gemini, and Claude with 20+ industry-relevant prompts and records whether your brand appears. Takes 3-5 minutes.
Share of Model Calculation
Calculates how often each AI engine mentions you vs competitors. Produces per-engine and overall scores. Takes 1-2 minutes.
Technical Readiness Check
Evaluates schema-for-AI, content extractability, and AI crawler access on your website. Takes 2-3 minutes.
Report Delivery
All findings compiled into a branded PDF with Share of Model scorecard, readiness checklist, and prioritised recommendations. Quality reviewed and delivered within 24 hours.
How I deliver this
The assessment is fully automated. It queries all four AI search engines with brand-relevant prompts, analyses the responses for citation quality and context, and calculates Share of Model metrics. The methodology is consistent and repeatable, same prompts, same engines, same scoring. I review every report before it goes out.
Frequently asked questions
What is an AI Visibility Assessment?
A report that checks whether AI search engines like ChatGPT, Perplexity, Gemini, and Claude mention your brand. It measures Share of Model, how often you appear vs competitors in AI-generated answers.
Does AI search actually matter yet?
AI search usage is growing rapidly. Google is integrating AI Overviews into traditional results. People ask ChatGPT for recommendations before they Google. The brands checking now will own the space when it becomes the default channel.
How is this different from a normal SEO audit?
A normal SEO audit checks Google. This checks AI search engines, different platforms with different ranking factors. It's the layer nobody else offers. For a combined view, consider the Full AI SEO Audit.
What is Share of Model?
It measures how often your brand appears in AI-generated answers compared to competitors. If AI engines answer 20 questions about your industry and mention you in 8, your Share of Model is 40%. It's the metric that tells you where you stand.
Can I white-label this for my agency?
Yes. The report is branded with your logo and colours. Present it to clients as your own AI visibility offering, instant new capability without building anything.
What do I need to provide?
Your brand name, website URL, and 3-5 competitor names. That's it. The assessment runs automatically and the branded report is delivered within 24 hours.
Can I just ask ChatGPT myself?
You can check one query on one engine. This checks 20+ queries across 4 engines and calculates Share of Model vs competitors. Manual checking gives you a data point. This gives you intelligence.
What if I want to improve my score?
The report includes prioritised recommendations. For managed implementation, consider the AI Search Optimisation retainer, I handle the fixes and track progress monthly.
Related Services
AI SEO Audit
Full audit + AI visibility
118 technical rules + AI visibility layer in one report.
AI Search Optimisation
Monthly retainer
Managed implementation, I fix your AI visibility score month by month.
AI Readiness Audit
Technical assessment
Deep-dive into schema, crawlability, and entity signals for AI search.
Advanced AI Audit
Most comprehensive
45 LLM-specific rules, interactive entity map, and AI optimisation roadmap.
Ready to see where you stand in AI search?
Your competitors might already be getting recommended by ChatGPT and Perplexity. You won't know until you check. Four AI engines. Share of Model measured. Branded report in your hands within 24 hours.
Still have questions? Book a 15-minute call, no obligation.