We ran four major workshops this year. Over 3,000 marketers registered. Thousands more watched the replays.
Today, we’re sharing one framework from each that's worth carrying into 2026.
1. Context engineering > prompt engineering
From: Content Strategy for AI Answers
The workshop that started it all. 1,000+ registrations.
We found that most teams obsess over perfecting prompts. But prompts are ephemeral. They disappear after one use. What actually compounds?
Context artifacts.
The shift: Build reusable context documents (company positioning, audience personas, voice guidelines, customer language) that persist across every workflow. When your positioning changes, you update one artifact—not 300 pages.
Our lesson for you: Stop tweaking prompts. Start engineering context.
2. Trust signals earn citations
From: Win AI Search with Content Quality (August)
We broke down our 12-step quality process. Yep! The same system clients pay $10K–$60K/month for.
AI answers reward trust signals. Think: research with clear attribution, comprehensive depth, and fresh information. Authority signals that show actual expertise.
The shift: Your first sales call now happens inside an AI answer. If your content isn't credible enough to be cited… your competitors will snag your customers instead.
Our lesson for you: Every claim needs a source. Every mention needs verification. That rigor is now the price of visibility.
3. Visibility → Authority → Citations → Traffic
From: Own the AI Front Page with Webflow (October)
Guy Yalif, Webflow's Chief Evangelist, joined us to share what patterns work across millions of sites.
Most brands stop at visibility. They track mentions but stop short. Structure content for LLM comprehension, build trust signals that earn citations, then convert that trust into traffic.
The shift: Being indexed isn't the same as being recommended. 10 authoritative pieces beat 1,000 mediocre ones, but you need both coverage and quality.
Our lesson for you: Audit your AI visibility like you audit SEO. LLM visibility isn’t going away any time soon.
4. Bottlenecks kill more ideas than bad strategy
From: Vibe Marketing Workshop with Lovable (December)
Our biggest workshop yet. 1,100+ GTM operators and marketers registered to learn from the fastest-growing software company in history.
Lovable hit $100M ARR in 8 months, then $200M four months later. Their secret wasn't better ideas, it was faster execution. They test 10 campaigns while competitors are still planning one.
The shift: AI workflows eliminate bottlenecks. No waiting on design. No waiting on dev. No dependencies. Ideas ship in hours, not weeks.
Our lesson for you: The teams that win in 2026 won't be the ones with the best strategy decks. They'll be the ones who can execute the fastest.
What's next? Unlock all these replays.
These four workshops shaped how we think about AI-led growth. They're all available as replays inside the AI-Led Growth community—along with the prompts, templates, and playbooks we referenced.
If you've been thinking about joining, now's the time. End of year = education budgets that expire if you don't use them. 😆
→ Become a founding member for $229/year. One-time annual fee. And we’ll waive the initial $650 joining fee.* 1
Get full access to courses, workshops, templates, and a community of operators actually doing the work. Plus, all the replays to the workshops mentioned above.
See you inside ALG,
Marcel & Jason
1 Offer ends December 31st 2025






