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Web Search Agent

When Web Search Becomes Strategy Validation: Using a Market Lens to Pinpoint Research from an RFP

October 4, 2026 by Peter

An RFP SIGNAL document with varied technical terms narrows through a RELEVANCE GATE and DEAL SIGNAL into a CANONICAL MARKET LENS containing a STRATEGIC QUESTION and CURRENT WEB EVIDENCE, while Peter observes on the right.

Instead of expanding RFP keywords into broad searches, combine Deal Signals with a Canonical Market Lens, define the evidence required, and use Web Search to validate strategy-relevant deltas.

Categories Enterprise AI Tags Context Engineering, Enterprise AI, Market Intelligence, RFP, Web Search Agent

Teaching a Web Search Agent How Your Company Sees the Market: Canonical Market Lens and the LLM Wiki

October 4, 2026 by Peter

A layered architecture shows enterprise documents and research flowing into an LLM Wiki, then a Canonical Market Lens and Web Search Agent. A separate Web Evidence stream enters a Candidate Delta and validated continuity path, with the Peter gorilla character on the right.

Instead of re-injecting market reports, competitor research, and company capabilities into every prompt, maintain them in an LLM Wiki and compile a reusable Canonical Market Lens for enterprise Web Search.

Categories Enterprise AI Tags Context Engineering, Enterprise AI, LLM Wiki, Market Intelligence, Web Search Agent