# Qwairy GEO Playbooks Make the next GEO decision with evidence. Choose the outcome, run a guided workflow, and leave with an execution-ready deliverable. **29 complete** playbooks **10-30 min** to a first output **Prompt + validation** in every workflow Every playbook 29 workflows Signal to deliverable Evidence in. Action out. 01 / 04 1. Signal 2. Evidence 3. Decision 4. Deliverable ## Start with the decision in front of you. Pick a recommended first run or browse the complete library by outcome and workflow. ### Recommended first runs Three high-value starting points for common GEO decisions. **01** **Protect brand trust** **Correct what AI gets wrong** A claim-level accuracy register with an evidence-backed correction and re-test plan Start here: [Link](/content/playbooks/ai-answer-fact-check-brand-accuracy-mcp-workflow/index.html) **02** **Find the next move** **Choose the next five content bets** Five content briefs ranked by observed visibility evidence Start here: [Link](/content/playbooks/find-best-articles-to-write-geo-content-planning-mcp-workflow/index.html) **03** **Prove the impact** **Show whether a campaign moved the needle** A before-and-after campaign scorecard with observed visibility changes Start here: [Link](/content/playbooks/measure-content-campaign-impact-ai-visibility-mcp-workflow/index.html) ### Strategy & research Decode competitors, buyer journeys, and prompt opportunities before choosing where to invest. **Competitive intelligence** Analyze a competitor's GEO strategy A source-backed diagnosis and prioritized competitive response plan [Link](/content/playbooks/reverse-engineer-competitor-geo-strategy-mcp-workflow/index.html) **Growth strategy** Map AI visibility across the buyer funnel A funnel-stage visibility map and evidence-prioritized content plan [Link](/content/playbooks/full-funnel-ai-visibility-buyer-journey-mcp-workflow/index.html) **Growth strategy** Audit your B2B SaaS position on AI shortlists A category shortlist audit and evidence-backed acquisition plan [Link](/content/playbooks/b2b-saas-ai-shortlist-visibility-mcp-workflow/index.html) **Competitive intelligence** Decide which prompts to attack or defend A prompt portfolio classified into attack, defend, monitor, and ignore [Link](/content/playbooks/prompt-portfolio-strategy-attack-defend-monitor-mcp-workflow/index.html) **Growth strategy** Turn search demand into an AI prompt portfolio An evidence-ranked prompt candidate list connecting search demand with observed AI behavior [Link](/content/playbooks/search-console-bing-prompt-discovery-mcp-workflow/index.html) **Competitive intelligence** Diagnose visibility differences across AI models A provider gap map with answer evidence, source hypotheses, and a focused investigation plan [Link](/content/playbooks/ai-model-visibility-blind-spot-diagnosis-mcp-workflow/index.html) **Growth strategy** Audit your AI prompt set for bias and blind spots A measurement-quality scorecard and governed keep, rewrite, merge, add, or review queue [Link](/content/playbooks/prompt-portfolio-bias-redundancy-audit-mcp-workflow/index.html) **Paid media intelligence** Audit sponsored placements in AI answers A paid-placement intelligence map by prompt, advertiser, product, and observed model [Link](/content/playbooks/sponsored-content-ai-answers-ad-intelligence-mcp-workflow/index.html) ### Content & authority Turn demand, source, PR, video, and community evidence into citation-ready action. **Content distribution** Build a YouTube citation strategy A measurable video plan grounded in observed citation evidence [Link](/content/playbooks/youtube-geo-strategy-video-ai-citations-mcp-workflow/index.html) **Community intelligence** Turn Reddit signals into a GEO plan A community-informed content and participation roadmap [Link](/content/playbooks/reddit-geo-strategy-social-insights-mcp-workflow/index.html) **Content & citations** Find the five articles to write next Five content briefs ranked by observed visibility evidence [Link](/content/playbooks/find-best-articles-to-write-geo-content-planning-mcp-workflow/index.html) **Content & citations** Track PR wins in AI citation data A PR target list ranked by observed citation evidence [Link](/content/playbooks/pr-earned-media-ai-citations-source-intelligence-mcp-workflow/index.html) **Content & citations** Audit source concentration in monitored AI answers A citation concentration diagnosis and source diversification roadmap [Link](/content/playbooks/authority-source-audit-citation-diversity-mcp-workflow/index.html) **Content & citations** Detect citation decay from comparable snapshots An early-warning process and prioritized content refresh queue [Link](/content/playbooks/citation-decay-alert-system-content-refresh-mcp-workflow/index.html) **Content & citations** Audit passage citability and content overlap A section-level citability map and evidence-based plan for overlapping pages [Link](/content/playbooks/content-chunk-citability-cannibalization-audit-mcp-workflow/index.html) ### Monitoring & readiness Find technical blockers, narrative drift, and reputation risks before they compound. **Technical readiness** Prepare your site for AI agents A scoped agent-readiness backlog grounded in observed evidence [Link](/content/playbooks/agentic-search-readiness-ai-agents-structured-data-mcp-workflow/index.html) **Reputation & perception** Detect early AI reputation risks An early-warning diagnosis with sources, severity, and remediation steps [Link](/content/playbooks/detect-ai-reputation-crisis-sentiment-monitoring-mcp-workflow/index.html) **Technical readiness** Review technical GEO health before a deploy A deploy-ready technical audit with prioritized crawler and citation fixes [Link](/content/playbooks/technical-geo-health-check-ai-crawler-audit-mcp-workflow/index.html) **Reputation & perception** Audit what AI says about your brand A narrative coherence scorecard and evidence-backed correction plan [Link](/content/playbooks/brand-narrative-coherence-audit-ai-perception-mcp-workflow/index.html) **Brand accuracy** Fact-check what AI says about your brand A claim-level accuracy register with an evidence-backed correction and re-test plan [Link](/content/playbooks/ai-answer-fact-check-brand-accuracy-mcp-workflow/index.html) **Technical readiness** Connect AI crawler activity to citations and traffic A page-level observability map across bot occurrences, site health, citations, and AI referral traffic [Link](/content/playbooks/ai-crawler-citation-referral-observability-mcp-workflow/index.html) ### Reporting & operations Turn visibility signals into briefs, dashboards, budgets, and repeatable delivery. **Reporting & ROI** Automate your weekly GEO brief A decision-ready weekly brief with owners and next actions [Link](/content/playbooks/weekly-geo-brief-mcp-claude-workflow/index.html) **Reporting & ROI** Measure a campaign’s AI visibility impact A before-and-after campaign scorecard with observed visibility changes [Link](/content/playbooks/measure-content-campaign-impact-ai-visibility-mcp-workflow/index.html) **Reporting & ROI** Build a board-ready GEO measurement dashboard An executive dashboard connecting visibility progress to business context [Link](/content/playbooks/geo-roi-dashboard-measurement-framework-mcp-workflow/index.html) **Agency operations** Package GEO as a repeatable agency service A scalable service blueprint from onboarding to monthly reporting [Link](/content/playbooks/agency-geo-service-blueprint-onboarding-reporting-mcp-workflow/index.html) **Reporting & ROI** Build your quarterly GEO board update A single board-ready slide with context, narrative, and next decision [Link](/content/playbooks/geo-board-update-cmo-mcp-workflow/index.html) **Reporting & ROI** Prioritize GEO budget across your prompt portfolio A consolidated budget-arbitration recommendation tied to prompt evidence [Link](/content/playbooks/prioritize-geo-budget-prompt-portfolio-cmo/index.html) ### Commerce & local discovery Audit how products and local businesses appear in high-intent AI recommendations. **Commerce** Audit AI shopping visibility A product visibility map and evidence-prioritized action plan [Link](/content/playbooks/ecommerce-products-ai-shopping-recommendations-mcp-workflow/index.html) **Local discovery** Audit whether AI recommends your local business A local recommendation audit and channel-specific optimization plan [Link](/content/playbooks/local-business-ai-visibility-recommendations-mcp-workflow/index.html)