AI context - why personalized analyses are better
The Problem Without Context
Imagine asking someone to write a competitive analysis—but that person doesn’t know who you are, what your product does, or how you’re positioned in the market. They can describe what the competitor is doing. But they can’t determine whether that’s a threat, an opportunity, or simply irrelevant to you.
That’s exactly how Picasa’s AI works without AI context. It sees your competitors’ updates and can summarize them. But a real analysis—one that tells you what that means for you—requires knowledge about you.
What the AI Context Includes
You store documents and information in four categories:
Company — who you are, what your mission is, how you position yourself, and who you serve.
Products — what you sell, what your strengths and weaknesses are compared to the market, and what’s planned.
Topics — which industry terms are important in your market, which trends are relevant.
Communication — how you write, what tone suits you, what brand message should be conveyed.
You upload these documents once, and Picasi keeps them permanently. They are incorporated into every report—without you having to specify who you are every time.
The Difference in Practice
Without context: “Muster AG published three posts this week about its new product feature X.”
With context: “Muster AG is heavily promoting feature X—a function similar to your feature Y, which is currently in the planning stages. This gives you an indication that the market is demanding this function. At the same time, they’re positioning it in the mid-range price segment, which aligns with your strategy for higher-priced offerings.”
The second report is only possible if Picasi knows what your Feature Y is and how you’re positioning yourself in terms of price.
How much context is enough?
The quality of the context is more important than the quantity. It’s better to have a precise, up-to-date product document than a comprehensive, outdated annual report.
7,500 tokens are allowed per category—that’s roughly 5,000 to 6,000 words. For most teams, that’s enough for one well-crafted document per category.
Start with the Products category; it makes the biggest difference in competitive analysis. Then add Company and Communication if you want to generate LinkedIn posts that sound like you.