C-Mimmi-O

Part 1: Why use AI to Search Your own Website and why it Matters

It is not hard to understand why you do this. AI machines are doing it to your website. Most of the visitors on your website will be AI machines. You need to know what those machines read there and if it is in order. And you also need to know what isn’t and how to fix it.

The Rise of AI as a Discovery Engine

We’re entering a phase where AI tools, like ChatGPT, Claude, and Google Gemini, aren’t just for generating content. They are becoming discovery engines. Users increasingly ask AI to summarize, recommend, or compare companies and services, without ever visiting your website directly.

In fact:

• Google’s AI Overviews now appear in ~30% of search results (as of mid-2025).
• A recent Gartner survey found that 68% of B2B buyers use AI tools during research—before they ever speak to sales.
• And most AI chat tools now crawl and index public websites, meaning your content is likely already being interpreted and summarized for you.

If AI cannot easily understand your website, you’ll lose opportunities to be discovered, referenced, or even ranked.

Part 2: How to Do an Effective AI Search on Your Website

This is how you do it. It’s like that song from 1995. Just no lalalalallallaas in this.

Step-by-Step Approach:

1. Choose Your AI Tool(s):
   • ChatGPT: Deep, structured summaries.
   • Claude.ai: Great for tone and nuance.
   • Gemini: Optimized for Google-style search tasks.
2. Use “Site-Scoped” Prompts
   These instruct the AI to focus only on your domain:
   • ✅ “Search site:yourdomain.com and summarize the services offered.”
   • ✅ “List blog posts from yourdomain.com and summarize their topics.”
   • ✅ “What problems does [Company] solve according to its website?”
3. Ask Comparative and Contextual Questions
   These go deeper and simulate how B2B buyers evaluate options:
   • “What makes [Company] different from other CMO-as-a-Service providers?”
   • “What tone of voice does [Company] use on its site?”
   • “Which industries does [Company] target based on its content?”
4. Check for Gaps
   After the AI returns results, note:
   • Is anything important missing?
   • Is the AI misinterpreting something?
   • Are blog posts, case studies, or offers not being picked up?

Part 3: C‑Mimmi‑O Website: AI Search Results & Insights

And to eat my own dog food, or do as I am telling others as well. We ran identical search prompts through ChatGPT, Claude, and Gemini on cmimmio.com to assess how clearly the site communicates its value. Here’s what each tool found—and missed:

✅ What the AI Tools Understood Well

Topic	Summary from AI Tools
Service Offering	All three AIs recognized C‑Mimmi‑O offers CMO-as-a-Service for tech startups/scaleups.
Target Audience	Identified as B2B tech companies, especially founder-led startups in early-to-mid growth.
Unique Value	Highlighted senior-level leadership, strategic marketing frameworks, and flexible resourcing.
Tone of Voice	Described as confident, expert, and “non-buzzwordy” (Claude’s words).
AEO/AIO Focus	ChatGPT and Claude surfaced the blog about AI and SEO (“AEO is the new SEO”), signaling effective topical relevance.

❌ What Was Missed or Misunderstood

Missed Element	AI Behavior
Team/People Details	Some AIs missed Mirva Saarijärvi’s background unless directly asked.
Case Studies/Examples	No detailed examples or case studies were extracted—either not available or not clearly structured.
No clear navigation of Insights archive	Gemini could not list Insight article titles easily, likely due to lack of structured markup.
Calls to Action (CTA)	ChatGPT flagged minimal actionable prompts—like newsletter signup, booking a consultation, etc.

Part 4: How C‑Mimmi‑O Could Improve AI Visibility

And of course, it found my sore spots. Of course it did. But luckily, there are concrete AEO (Answer Engine Optimization) fixes to make the site more “AI-readable”:

✅ Structural Improvements:

• Use clearer H1/H2 headings for each section and service.
• Add schema.org markup to blog articles (Article, Person, Organization).
• Include an FAQ section to trigger more answer-ready summaries.

✅ Content Additions:

• Add short case studies or example outcomes (preferably with headings like “What We Did” or “Client Results”).
• Include questions in headers (“What is AEO?”) to feed into featured answers.
• Highlight CTA buttons like “Book a Strategy Call” or “Download Our Guide” in visible HTML—not just images or links.

✅ Refresh Frequency:

• Ensure blog posts are date-stamped and regularly updated—Gemini and Google prioritize freshness.

This was an excellent practice to do, and I immediately made corrections on my website. Can you spot them?

Final Thoughts

AI tools are no longer just assistants—they are the new interpreters of your website content. By running regular AI searches on your own domain, you’ll uncover:

• What your audience sees.
• What AI tools prioritize.
• What to fix for better visibility in the age of AI-first discovery.

C‑Mimmi‑O is ahead of the curve in understanding and advocating for AEO—but even leaders need to “look in the mirror” sometimes. I did it. You should, too. Really!

If you want help, I’m here.