Strategy
Nothing Goes Viral by …
- The article challenges the myth of “accidental” virality, arguing that viral success is a result of intentional design and engineering.
- It identifies three core pillars of virality: the product’s inherent “shareability,” the distribution strategy, and the psychological …
The Enterprise Context …
- The Enterprise Context Layer (ECL) is proposed as the essential solution to the “most alluring problem” in enterprise AI: moving beyond simple chatbots to truly integrated systems.
- It emphasizes the shift from AI having “memory” to AI having “authority,” focusing …
Analyze your last 15 …
- Introduces Trust Architecture, a 4-prompt AI diagnostic system designed to score content against four trust stages: Recognition, Credibility, and others.
- Focuses on moving beyond standard content audits that only measure activity and engagement to understand what an audience actually believes. …
Serval’s Path to …
- Discovery reframe: Ask “what work would you offload?” instead of “what’s your pain point?” — yields better signal with well-resourced buyers.
- Dual GTM: Simultaneously targeted mid-market and enterprise by building a platform-first product combining AI workflow builders …
Context Stack — Key …
- Core problem: AI memory alone creates context collapse — it recalls fragments but can’t reason across them. A 3-layer Context Stack turns scattered facts into structured, business-specific knowledge your AI uses before every response.
- Layer 1 — Identity Context: Who you are: business model, ICP, …
SaaS Pricing Model …
- Framing: Pricing is a go-to-market decision, not a math problem — it shapes sales speed and expansion.
- Framework: “Waterfall” decision tree routes founders through four questions to choose between seat-based, usage-based, outcome-based, or platform pricing.
- Key trap: Most founders …