Case study : How Miria is destroying Notebook LM in the coach, experts and consultant niches

By the end of this case study, you'll know the exact framework a leadership coach used to package his expertise as an AI product, charge premium rates, and scale without adding consultation hours. No theory. Just the playbook.

Meet Thomas. Leadership coach. Seven years of experience. Strong client base. One massive problem: his business model capped at his available hours. He was charging €200/hour for 1-on-1 sessions. Booked solid. Making decent money. But exhausted.

He'd tried recording courses. Creating templates. Writing ebooks. Nothing stuck. Clients still wanted direct access to him. They paid for his brain, not generic content.

• Revenue ceiling: €8K/month (capped by his time)
• Client requests: growing faster than he could handle
• Burnout level: high, working 50+ hours/week
• Previous attempts: online course (12 sales), template pack (€800 total revenue)

His clients would ask the same strategic questions repeatedly. Different people, same patterns. He knew he was saying the same things in different words. But they needed HIS specific framing, his methodology, his way of challenging assumptions.

Thomas discovered NotebookLM in early 2024. Uploaded all his coaching frameworks, client worksheets, recorded session transcripts. The AI understood his methodology perfectly. He could query it, get his own thinking back, use it as a second brain.

Then he tried positioning it as a client offer. "Pay €500/month, get 24/7 access to an AI trained on my coaching methodology."

It crashed hard. Here's what went wrong:

Three trial clients tested it. All three asked for refunds within two weeks. Not because the AI was bad, it was excellent. But because the experience screamed "beta test," not "premium coaching product."

Thomas switched to Miria in Month 1. Not because the AI was better (both used similar models under the hood), but because Miria solved the productization problem NotebookLM couldn't touch.

Step 1: Professional Setup (Week 1)

First move: white-label the entire experience. Custom domain. His branding. His colors. His logo. When clients landed on the platform, they saw "Thomas Leadership Lab", not a generic AI interface.

Step 2: Content Architecture (Week 1-2)

Thomas uploaded the same content he'd used in NotebookLM. But this time, he structured it for client consumption, not personal reference:

1. 1Core methodology documents, frameworks, decision trees, assessment templates (12 files)
2. 2Anonymized client case studies, problems solved, approaches used, outcomes (23 examples)
3. 3Session transcripts, redacted for privacy, focused on strategic questioning patterns (40 sessions)
4. 4Curated resource library, articles, books, tools he recommended repeatedly

Step 3: Access Control & Security (Week 2)

This is where Miria crushed NotebookLM. Thomas could define exactly what each client tier could access:

• Starter tier (€297/month): Access to foundational frameworks only, limited to leadership fundamentals
• Pro tier (€597/month): Full methodology, case studies, unlimited questions
• Enterprise tier (€1,200/month): Everything + team accounts + usage analytics

Security layer was built-in. Client data stayed isolated. Conversations encrypted. Usage tracked. Thomas could see which questions were asked most, which frameworks got the most engagement. Zero security meetings or custom dev work.

Step 4: Launch & Positioning (Week 3-4)

Thomas didn't launch to his full list. He picked 10 existing clients who were always asking for more access to him. Offered them early access at 50% off for 3 months in exchange for feedback.

Positioning was dead simple: "24/7 access to my strategic thinking, without waiting for our next session." Not "AI tool." Not "chatbot." Not "digital twin." Just: more access to what they already valued.

1. 1Sent personalized Loom walkthrough to each beta client (2 min video)
2. 2Showed them how to ask strategic questions, not generic queries
3. 3Set expectation: this complements our sessions, doesn't replace them
4. 4Collected feedback weekly, iterated on tone, depth, response style

Month 1: 8 clients signed (6 Pro tier, 2 Starter). Revenue: €4,200. Not explosive. But validated.

Month 2: Existing 1-on-1 clients started upgrading. They realized they could get quick strategic input between sessions without booking extra calls. 15 more signups. Revenue: €8,500.

Month 3: Word spread. Corporate clients asked for team packages. Thomas launched Enterprise tier. Three companies signed multi-seat deals. Revenue that month alone: €18,400.

Total in 90 days: €50,300 in recurring revenue from the AI twin. His 1-on-1 coaching income stayed intact, he didn't cannibalize existing business. He added a scalable layer on top.

But revenue wasn't the only win. Thomas tracked the questions clients were asking the AI. Top 5 queries revealed content gaps in his methodology. He created two new workshops based on those patterns. Sold them to existing AI subscribers. Another revenue stream.

What Thomas Would Do Again

• Beta launch with existing clients, they already trusted him, so adoption was fast
• Tiered pricing from day one, created natural upsell path and avoided "race to the bottom" pricing
• Weekly feedback sessions with early users, caught UX issues and tone mismatches before scaling
• White-label domain setup, single biggest factor in client perception of professionalism
• Usage analytics, turned the AI into a product development tool, not just a delivery mechanism

What He'd Change

• Launch faster, spent too long perfecting content upload; clients cared more about access than perfection
• Price higher from the start, initial €297 tier was too cheap; raised it to €397 in Month 4 with zero churn
• Create a usage guide earlier, clients needed examples of good vs. bad questions; added that in Month 2, engagement jumped
• Market to cold audience sooner, waited until Month 3 to promote outside his list; should've started in Month 1

You don't need to be a leadership coach. You don't need seven years of client work. You need repeatable expertise that clients already pay you to deliver. If you're saying the same strategic advice to different people, you're ready.

The 30-Day Sprint

1. 1Week 1: Set up Miria account, configure branding, upload your top 10 foundational documents
2. 2Week 2: Test the AI yourself, ask it 50 questions your clients typically ask, refine responses
3. 3Week 3: Pick 5 existing clients, offer beta access at 50% off, send personalized walkthrough video
4. 4Week 4: Collect feedback, iterate on tone/depth, prepare full launch to your list

Pricing That Works

Don't undercharge. Your AI twin isn't a chatbot, it's leveraged access to your strategic brain. Thomas's pricing:

• Starter: €397/month, foundational frameworks, limited depth
• Pro: €697/month, full methodology, unlimited questions, priority support
• Enterprise: €1,500/month, team accounts (up to 10 seats), custom training, quarterly strategy call with Thomas

If someone balks at €397/month, they're not your client. Your AI twin should be priced relative to the value of direct access to you, not relative to ChatGPT Plus.

Thomas didn't replace his 1-on-1 business. He added a scalable layer that serves clients between sessions, captures insights from usage data, and generates recurring revenue without adding hours to his calendar. That's the model.