Reporting
Weekly AI Visibility Brief
Category: Reporting · Uses:get_visibility, get_visibility_history, get_share_of_voice, search_sources, get_sentiment, generate_report
A full week-in-review — score, trend, share of voice, top sources, and sentiment — synthesized into a short narrative and published as a shareable link, without leaving your assistant.
Kick Off a Technical + AEO Audit
Category: Reporting · Uses:trigger_audit, get_site_health
Start a technical + AEO audit on your tracked pages and pull the resulting scores and open issues in one pass.
trigger_audit requires a grant or key with the write scope.
Analysis
Find Uncited Topics on ChatGPT
Category: Analysis · Uses:search_sources, get_source_detail
Spot which sites ChatGPT leans on for your tracked topics — and which of those never mention your brand.
Spot-Check a Prompt’s AI Answers
Category: Analysis · Uses:get_visibility, get_prompt_answers
Go from “which prompt is weakest” to “what did the AI actually say” in two calls.
Google Search Console Quick Wins
Category: Analysis · Uses:get_gsc_performance
Surface the queries closest to a click-through breakthrough — ranking well, barely getting clicked.
Monitoring
Competitor Movement Briefing
Category: Monitoring · Uses:get_competitors, get_share_of_voice, get_sentiment, get_visibility
A recurring check on tracked competitors — share-of-voice and sentiment moves worth knowing about, not just a data dump.
Check Shopping Carousel Visibility
Category: Monitoring · Uses:get_shopping_visibility
A quick pulse check on whether your products are showing up in AI shopping answers at all.
AI Referral Traffic Pulse
Category: Monitoring · Uses:get_ai_traffic
First-party crawler and referral traffic from AI platforms, at a glance.
Content
Close Citation Gaps Against Competitors
Category: Content · Uses:get_competitors, get_share_of_voice, search_sources, get_source_detail, get_source_trends
Find the sites already citing your competitors in AI answers, confirm you’re genuinely absent, and rank them into an outreach and content list.
Content Brief From Prompt Gaps
Category: Content · Uses:get_visibility, get_prompt_answers, get_query_fanout
Turn your zero-visibility prompts into ready-to-write content briefs, grounded in what AI models actually ask and who currently wins the citation.
Four of these workflows (the Weekly AI Visibility Brief, Competitor Movement Briefing, Close Citation Gaps Against Competitors, and Content Brief From Prompt Gaps) are also packaged as reusable Agent Skills for MCP clients that support the Agent Skills format — check back soon as we publish them to the public Agent Skills directories.