A blog post on valuefy.app ranked at position 2.5 for 22 queries about SaaS valuation multiples in 2026 but received zero clicks — because the AI-generated meta description referenced "2024," contradicting the title and searcher intent.
After 30 days running MCP servers in production, Atlas Whoff shares hard-won lessons on tool descriptions, schema efficiency, statelessness, error messaging, and naming conventions that make or break Claude-powered automations at scale.