CitationMapper Atom 1 — Claude (AI Visibility & Prompt Competition Dataset)

CitationMapper™ – Claude Channel (AI Visibility & Prompt Competition Dataset) This record is part of the CitationMapper™ framework, the first dedicated platform for measuring brand visibility and prompt competition across large language models (LLMs). It specifically documents the Claude channel pilot, which analyzed how entities are cited in Claude’s responses and how visibility changes across prompts. What this record provides Supporting documentation (README, OVERVIEW, PROCESS, ROADMAP) for the Claude pilot. Prompt test data and structured methodology for visibility benchmarking. Visual assets including diagrams, screenshots, and explainer video. Pilot UTM tracking links to measure AI-driven referral traffic from Claude. PurposeTo evaluate whether CitationMapper.org and related entities can be surfaced in Claude’s responses, and to test structured publishing + UTM tracking for attribution in GA4. ProvenanceDeposited by AIVO Mesh Lab (2025) as part of the Micro Content Atom (MAS 1.0) publishing stream. While this record is packaged as a micro-atom, the featured content is the CitationMapper™ Claude channel pilot dataset. Project Links Website: https://citationmapper.org/ GitHub: https://github.com/pjsheals/CitationMapper Hugging Face: https://huggingface.co/datasets/AIVOLab/citationmapper-atom01-claude