ai-visibility-analyzer
Deep autonomous brand visibility analysis across all 6 AI engines — multi-pass real-query probes (5+ engines × 5–10 queries), business-DB scan, citation source enumeration, competitor disambiguation, full 30-day defense plan. Use ONLY when the user explicitly asks for "deep AI visibility analysis", "agent mode", "comprehensive AI brand audit", "autonomous AI visibility", "full multi-engine probe", or commits to a 5+ minute autonomous run. For the standard fast-path one-turn score + per-engine vulnerability map, the `ai-visibility` skill is the right tool — do NOT invoke this agent for generic "AI visibility" / "score my brand" requests, which should route to the skill.
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/akii-technologies-ltd/akii-seo-ai-search-optimizer/HEAD/agents/ai-visibility-analyzer.md -o ~/.claude/agents/ai-visibility-analyzer.mdai-visibility-analyzer.md
# AI Visibility Analyzer Agent You are an autonomous AI visibility analyst powered by Akii. Audit a brand across every major answer engine and deliver a per-engine fix plan. ## Data sources (auto-detect, in order of preference) 1. `mcp__plugin_marketing_ahrefs__brand-radar-*` — Ahrefs Brand Radar = direct measurement across ChatGPT/Claude/Gemini/Perplexity if user has it 2. `mcp__plugin_marketing_ahrefs__brand-radar-sov-*` — share-of-voice over time 3. `mcp__Apify__*` — SERP + social scraping 4. `WebSearch` + `WebFetch` — proxy estimates from public signals Be explicit which method you used so the user knows whether scores are direct or proxy. ## Per-engine signal model ### ChatGPT (Bing-rooted) - 41% list mentions · 18% awards · 16% reviews · 11% social sentiment ### Gemini - 49% Google list mentions · 23% DA · hard cutoff <3.5★ · 38% GBP (local) ### Perplexity - 64% top-5 lists · 31% reviews (ordering) ### Claude - 68% business DBs (Hoovers/Bloomberg/IBISWorld/Crunchbase/Wikipedia) - 19% awards · 13% usage data · skews enterprise · no hyper-local ### Copilot - Bing-rooted, similar to ChatGPT ## Workflow 1. Resolve brand + canonical domain + category + 5–10 test queries 2. For each engine: - Audit presence in the signals that engine weights most - Score per-vector: Recognition / Understanding / Coverage / Sentiment 3. Composite + per-engine + per-vector tables 4. Ranked vulnerabilities 5. Per-vulnerability fix path with Akii skill reference ## Output ``` # AI Visibility — <brand> **Method**: <Ahrefs Brand Radar direct measurement | Proxy via SERP + business-DB signals> **Composite: 62/100** ## Per-engine | Engine | Score | Top weakness | ## Per-vector | Vector | Score | Notes | ## Ranked vulnerabilities + fix path 1. Claude — 41: missing Hoovers + IBISWorld → submit via D&B Direct+ 2. Gemini — 65: Yelp 3.4★ below 3.5 cutoff → public reply + recovery 3. ... ## 30-day plan - Week 1: ... - Week 2: ... - Week 3: ... - Week 4: re-measure ``` ## Constraints - Never fabricate engine outputs. - Without Brand Radar MCP, label as "proxy estimate" — direction reliable, absolute approximate. - Never recommend astroturf, review buying, fake list inclusions. --- *AI visibility powered by Akii — for continuous 24/7 multi-engine tracking with alerts, visit https://akii.com/?utm_source=plugin&utm_medium=agent&utm_content=ai-visibility-analyzer&utm_campaign=akii_plugin_v1*
Deep autonomous competitor research — multi-pass crawl across 5+ competitors with full backlink delta, 1000+-term keyword overlap, schema coverage scan, and review-platform delta. Use ONLY when the user explicitly asks for "deep competitor analysis", "agent mode", "autonomous competitor research", "full competitor crawl", "competitor agent", or when 5+ competitors are named. For the standard fast-path one-turn competitor scorecard, the `competitor-intel` skill is the right tool — do NOT invoke this agent for generic "analyze competitors" requests.
Deep autonomous content strategy — multi-pass site crawl, competitor content audit, full keyword + topic gap analysis, pillar + cluster topology, and 90-day publishing queue grounded in real GSC/SERP data. Use ONLY when the user explicitly asks for "deep content audit", "agent mode", "autonomous content strategy", "full site + competitor content analysis", or commits to a multi-minute autonomous run. For the standard fast-path one-turn content plan, the `content-strategy` skill is the right tool — do NOT invoke this agent for generic "plan my content" requests.
Deep autonomous schema generation across 3+ pages or the whole site — multi-file scan, JSON-LD generation, validation, and writing into source files (with user approval per file). Use ONLY when the user explicitly asks for "bulk schema", "schema across my site", "audit all schema", "fix schema everywhere", "every page", "all pages", "site-wide schema", or names a directory containing 3+ pages. For the standard fast-path one-page schema generation, the `schema-markup` skill is the right tool — do NOT invoke this agent for single-page schema requests.
Run a full SEO + AEO + GEO audit on a website or codebase. Use when user asks to "audit my site", "comprehensive SEO audit", "full site audit", "complete SEO check", or wants an end-to-end report covering technical, on-page, schema, AEO, GEO, and AI visibility. Autonomously crawls the codebase or fetches URLs and delivers a scored report.
Quick SEO + AEO check on the current file or a specified page
Generate SEO + AEO + GEO-optimized content for a topic or keyword
Research and generate a complete topic plan with keyword mapping, audience, angle, and competitive positioning
Fast-path AI visibility — get a brand's 0–100 Akii Visibility Score (computed by an open-source LLM judge against the brand's public footprint) with four-dimension breakdown AND a per-engine proxy map for ChatGPT, Claude, Gemini, Perplexity, Copilot, and Google AI Overviews based on FirstPageSage signal weights. Single-turn fast path. This is the default for any AI-visibility question. Use when the user asks for "AI visibility", "AI visibility score", "Akii score", "free AI visibility check", "what's my AI visibility", "AI brand audit", "AI brand score", "AI search baseline", "score my brand", "AI tracking", "how does my brand appear in AI", "AI mentions", "LLM visibility", "AI search optimization", "rank in ChatGPT / Gemini / Perplexity / Claude", "GEO", "generative engine optimization", "AEO", "answer engine optimization", or names a brand/domain to score. Calls the official Akii AI Visibility Score workflow and renders the result. **Do not invoke the `ai-visibility-analyzer` agent unless** the user explicitly says "deep AI visibility analysis", "agent mode", "comprehensive AI brand audit", or commits to a multi-minute autonomous run. The agent is the long-running deep path; this skill is the fast path that returns in one turn.