Use when comparing LLM/AI providers (OpenAI, Anthropic, Google Gemini, etc.) on multimodal ingestion, structured output, tool support, pricing, or model selection for an architecture decision. Produces a pending recommendation backed by live first-party docs, not stale training knowledge.