Generate a professional, client-facing GEO report combining all audit results into a single deliverable with scores, findings, and prioritized actions

GEO Client Report Generator Purpose This skill aggregates outputs from all GEO audit skills into a single, professional report that can be delivered directly to a client or stakeholder. The report is written for business owners and marketing leaders , not developers — technical findings are translated into business impact and clear action items with priority levels. How to Use This Skill 1. Run the following audits first (or use existing report data): geo platform optimizer GEO PLATFORM OPTIMIZATION.md geo schema GEO SCHEMA REPORT.md geo technical GEO TECHNICAL AUDIT.md geo content GEO CONTENT ANALYSIS.md (Optional) geo llmstxt llms.txt assessment (Optional) geo brand mentions brand authority data 2. Collect all scores and findings 3. Calculate the composite GEO Readiness Score 4. Generate the client report using the template below 5. Output: GEO CLIENT REPORT.md GEO Readiness Score Calculation Component Weights Component Weight Source Skill AI Platform Readiness 25% geo platform optimizer Content Quality & E E A T 25% geo content Technical Foundation 20% geo technical Schema & Structured Data 15% geo schema Brand Authority & Entity Presence 15% geo platform optimizer (entity signals) Score Formula Round to the nearest integer. Cap at 100. Score Interpretation for Clients Score Range Label Client Facing Description 85 100 Excellent Your site is well positioned for AI search. Focus on maintaining and expanding your advantage. 70 84 Good Solid foundation with clear opportunities to improve AI visibility. Targeted optimizations will yield significant results. 55 69 Moderate Your site has gaps in AI readiness that competitors may be exploiting. A structured optimization plan will close these gaps. 40 54 Below Average Significant barriers to AI search visibility exist. Without action, your brand risks being invisible in AI generated answers. 0 39 Needs Attention Critical AI readiness issues require immediate action. Your competitors are likely capturing the AI search traffic your brand should own. Report Template The complete report follows this exact structure. Each section includes instructions on what to write and how. Section 1: Executive Summary Write exactly ONE paragraph (4 6 sentences) covering: What was analyzed (domain, number of pages, date of analysis) The overall GEO Readiness Score with context ("XX/100, which places [brand] in the [label] tier") The single most impactful finding (positive or negative) Top 3 priority recommendations in one sentence One sentence on the business impact ("Addressing these recommendations could increase AI driven traffic by an estimated XX%, representing approximately $X,XXX/month based on current traffic patterns") Tone : Confident, direct, professional. No jargon. No hedging. Write as a consultant delivering findings, not as a tool generating a report. Section 2: GEO Readiness Score Present the overall score prominently: Then break down by component in a table: Section 3: AI Visibility Dashboard Present per platform readiness scores: Add a brief paragraph explaining what these scores mean: "These scores reflect how likely your content is to be cited by each AI search platform. A score below 50 indicates significant barriers to citation on that platform." Section 4: AI Crawler Access Status Present as a clear table: Translate for the client : "Blocking AI crawlers is like closing your store during business hours. If a crawler cannot access your site, the AI platform it powers cannot cite your content. We recommend allowing all major AI crawlers unless you have a specific data licensing concern." Section 5: Brand Authority Analysis Present entity presence across platforms: Translate for the client : "AI platforms build trust by cross referencing your brand across multiple authoritative sources. Each platform where your brand has an accurate, consistent presence increases the likelihood of being cited in AI answers." Section 6: Citability Analysis Top 5 Most Citable Pages For each page: URL Why it is citable (structure, depth, E E A T signals) One specific improvement that would make it even more citable Top 5 Least Citable Pages For each page: URL Why it is unlikely to be cited (thin content, poor structure, missing signals) Specific rewrite or restructure recommendation Business impact framing : "Your most citable pages are your best candidates for appearing in AI generated answers. Improving the 5 least citable pages represents the highest ROI content investment you can make for AI visibility." Section 7: Technical Health Summary Present the key technical findings in business friendly language: Critical finding callout : If SSR is missing or partial, highlight this prominently: "Your site uses client side rendering, which means AI crawlers see an empty page when they visit. This is the single most impactful technical issue for AI search visibility. Until this is resolved, most AI platforms cannot cite your content." Section 8: Schema & Structured Data If schemas are missing, note: "Ready to use structured data code has been prepared and is included in the technical appendix. Your development team can add this to your site with minimal effort." Section 9: llms.txt Status Translate for the client : "llms.txt is an emerging standard (similar to robots.txt) that tells AI systems what your site is about and which pages are most important. While not universally adopted yet, implementing it positions your brand ahead of competitors and provides direct guidance to AI platforms." Section 10: Prioritized Action Plan This is the most important section of the report. Organize actions by timeline and impact. Quick Win criteria : Can be done in < 4 hours by one person. Examples: Unblock AI crawlers in robots.txt Add publication dates to existing content Add author bylines with credentials Fix broken meta descriptions Add sameAs properties to existing Organization schema Create/claim llms.txt file Medium Term criteria : 1 5 days of work. Examples: Restructure top 10 pages with question based headings and direct answers Implement comprehensive Schema.org markup Create author pages with credentials and sameAs links Optimize Core Web Vitals (image compression, code splitting) Register and configure Bing Webmaster Tools Implement IndexNow protocol Strategic criteria : Ongoing effort over weeks/months. Examples: Build Wikipedia/Wikidata entity presence Develop active Reddit community engagement strategy Create YouTube content strategy aligned with search queries Implement server side rendering (if currently client rendered) Build topical authority through comprehensive content strategy Establish original research/data publication program Estimated Impact After the action plan, include an impact estimate: "Based on industry benchmarks and the specific gaps identified in this audit: Quick Wins alone could improve your GEO score by approximately [X Y] points Full implementation of this action plan could improve your GEO score to approximately [XX]/100 At current traffic levels and conversion rates, improved AI visibility represents an estimated $X,XXX $XX,XXX per month in additional organic value" Use conservative estimates. Base the dollar figure on: Current estimated organic traffic value (from analytics if available, or estimate from industry benchmarks) AI search is projected to drive 25 40% of organic discovery by end of 2026 A 10 point GEO score improvement typically correlates with a 15 25% increase in AI citation frequency Section 11: Competitor Comparison (if competitor URLs provided) If competitor URLs were analyzed alongside the primary domain: Section 12: Appendix Formatting and Tone Guidelines Formatting Use clean markdown throughout: tables, headers (H2/H3), bullet points, bold for emphasis Tables for data, bullets for recommendations, bold for key terms One blank line between sections for readability Use horizontal rules ( ) to separate major sections All URLs should be absolute (not relative) Tone Professional but accessible — written for a business owner, not a developer Confident and direct — state findings as conclusions, not possibilities Action oriented — every finding should connect to a specific action Business impact focused — translate technical issues into business outcomes Avoid: jargon without explanation, hedging language, passive voice, excessive caveats Use: "Your site [does/does not]...", "We recommend...", "This impacts..." Dollar Value Framing Where possible, connect recommendations to business value: "Improving your Google AIO readiness from 35 to 70 could increase your presence in AI Overviews by an estimated 50%, which at current search volumes represents approximately 2,000 additional monthly visitors" "Server side rendering would make your content accessible to ChatGPT, Perplexity, and other AI platforms — collectively representing an audience your competitors are already reaching" "The investment in Schema.org markup (estimated 8 16 hours of developer time) could increase your entity recognition score from 20 to 75, significantly improving citation probability" Be conservative with estimates. State assumptions clearly. Never guarantee specific results. Output Generate GEO CLIENT REPORT.md using the complete template above, filled with actual audit data. The report should be: 40 80 pages equivalent in detail (3,000 6,000 words) Ready to send to a client without editing Self contained (no references to other report files — all relevant data is included) Printable and presentable (clean markdown formatting)

geo-report