15 yrs Swiss risk analyst → Plain-English AI for growing businesses | Founder of Freistyle AI | Holding $BTC · $SOL · $SUI · $NAU | The Risk Memo ↓

Joined August 2009
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Here’s what nobody talks about: AI creates pricing pressure that hits businesses without it the hardest. When your competitor uses AI to cut costs — they can lower prices without hurting margins. The restaurant using AI for inventory trims waste. The law firm using AI for document review offers flat fees. The e-commerce store using AI for pricing optimization adjusts in real time. If your margins are already tight and your competitor adopts AI before you do — the math gets uncomfortable fast. Can you compete on price against an AI-augmented competitor?
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Google ranks pages. AI search cites entities. Google counts backlinks. AI values consistency. Google rewards keyword optimization. AI rewards question-answer structure. Only 17% of AI Overview citations come from Google’s organic top 10 (BrightEdge, Feb 2026). Two different games, two different rulebooks. Most businesses are still only playing one. Which one are you optimizing for?
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SMBs adopting AI are pulling ahead — not in dramatic transformations, but in quiet efficiency gains that compound. A business using AI for inventory management saves on waste. One using AI for customer communication responds faster. One using AI for content appears more often in search. Alone, each gain is small. Stacked over 6-12 months, the gap between the AI-adopting business and the one waiting becomes impossible to close in a quarter. This isn’t about disruption. It’s about erosion. If you haven’t made a single AI decision this quarter — what’s the first one you’d make?
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Dominic Frei | Freistyle AI retweeted
The US government, citing national security authorities, has issued an export control directive to suspend all access to Fable 5 and Mythos 5 by any foreign national, whether inside or outside the United States, including foreign national Anthropic employees. The net effect of this order is that we must abruptly disable Fable 5 and Mythos 5 for all our customers to ensure compliance. Access to all other Claude models is not affected. We apologize for this disruption to our customers. We believe this is a misunderstanding and are working to restore access as soon as possible. Read our full statement: anthropic.com/news/fable-myt…
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Most AI advice falls into two traps: it’s either so technical you need a CS degree to follow it, or it’s so shallow it tells you nothing. “Just use AI” isn’t advice. Neither is “fine-tune your RAG pipeline with vector embeddings.” Business owners need plain-English translation: what does this mean, what do I do, what happens if I don’t. If AI advice has left you more confused than when you started — the advice is the problem, not you.
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You can rank #1 on Google and still be invisible to ChatGPT. That’s not a glitch — it’s how AI search works. Google ranks pages by backlinks and keywords. AI search cites entities by consistency and authority. The two systems use completely different signals. I’ve seen businesses with average Google rankings get regular AI citations — and businesses with top Google rankings get zero. The gap between your Google position and your AI visibility is costing you customers right now. Do you know how big your gap is?
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The owners making progress on AI aren’t waiting for the perfect strategy. They picked one area, ran an assessment, and made one move this week. AI readiness isn’t a transformation project. It’s a series of small, deliberate decisions stacked over time. What was your one AI decision this week?
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Around 60% of Google searches now end without a click to any website (SparkToro Zero-Click Study). The user gets their answer from an AI Overview, featured snippet, or knowledge panel — and never visits a page. Traffic isn’t the metric anymore. Being CITED in the answer is. Are you measuring the right thing?
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Ask ChatGPT to recommend a business like yours right now. If it doesn’t name you, you’re invisible when someone searches AI-first. Not because you’re a bad business — because your presence wasn’t structured for AI citation. The AI Visibility Readiness Quiz scores your exposure across 18 dimensions. Have you checked whether AI search can find your business?
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Most owners rate their AI readiness a 7 or 8 out of 10. Structured assessments put the real number closer to 4. The gap isn’t because they’re wrong about AI — it’s because readiness spans operations, marketing, hiring, tooling, and risk management all at once. Having ChatGPT isn’t readiness. Being structured for AI to slot into your workflows — that’s readiness. Where do you actually stand?
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AI search doesn’t work like Google. It doesn’t count backlinks. It doesn’t care about keyword density. What it rewards: entity consistency (does the web agree on who you are?), structured data (can the AI parse your business info?), citation frequency (how many trusted sources reference you?), and content format (question-answer structure wins). These four signals matter more than your Google rank.
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The #1 thing that kills AI visibility: inconsistency. Different business names across Yelp, Google Business, and your website. Different addresses. Missing phone numbers. Outdated hours. AI models see these discrepancies and hesitate. They default to the business with the cleanest, most consistent data — not the biggest. This is the lowest-tech, highest-impact GEO lever. And most businesses haven’t touched it.
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The businesses winning AI traffic aren’t the ones with the biggest marketing budgets. They’re the ones who understood early that AI search is a separate game with separate rules — and started playing it. Entity authority, content citability, schema markup, citation consistency. None of these require a big team. They require knowing they matter. When a customer searches AI-first for your service — does your business show up?
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The highest-leverage, lowest-effort GEO move: add Organization schema and Person schema to your website. It takes about 15 minutes. It tells AI models exactly what your business is, who runs it, and where to find you. Without it, they’re guessing. Many SMB websites still don’t have it. Does yours?
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AI models prefer fresh content. Pages published in the last two years account for 85% of AI Overview citations. Content from the past year alone accounts for 44% of citations (Seer Interactive). If your site hasn’t been meaningfully updated since 2024, AI search is probably passing you by — even if your Google ranking hasn’t moved. When was the last time you refreshed your core pages?
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Small business AI adoption jumped from 40% to 58% in a single year (US Chamber of Commerce, 2025). AI isn’t an experimental edge anymore — it’s becoming baseline for competitive SMBs. The question now isn’t whether your competitors are using AI. It’s whether you’re using it more effectively than they are.
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