The continuous version of the GEO Audit. The same prompt matrix is re-run weekly across GPT, Claude, Gemini, Perplexity, Microsoft Copilot and Google AI Overviews. Citation rate, share of model, sentiment drift and source attribution land in a live dashboard. Monthly board-level reports summarize the moves.
2,000+ prompts re-run across six engines. Citation, position, sentiment and source attribution captured into the dataset every week.
Looker Studio dashboard with citation rate trend, share-of-model heatmap, sentiment drift, competitive citation share and source diversity.
10-15 page PDF: what changed, why, next priorities. Board-ready language, attribution to roadmap items, executive-grade visualisation.
Drift alerts (citation drop, negative sentiment spike, source loss). Rapid-response playbook for reputation incidents that surface in LLM answers.