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Scrunch’s MCP connection gives your AI assistant access to 33 features. These are called automatically in response to natural-language prompts — you never need to reference them by name. Related categories are grouped into the tabs below; use them to jump to what you need. Each description and example prompt shows what a feature does and how to ask for it.
Everything for measuring and visualizing AI visibility — the core metrics, plus the Explorer charts and dashboards built on top of them.

Metrics

The four core analytics features. Each accepts the same set of filters: AI platform, country, persona, funnel stage, tags, topics, branded vs. non-branded prompts, and a date range.
Returns brand mention rate (presence) over time — the percentage of AI responses where your brand is mentioned. Set include_competitors=true to compare brands side by side.Example prompts
  • “How has our presence in ChatGPT trended over the last 90 days?”
  • “Compare our mention rate vs. all tracked competitors over the past month.”
  • “Show me weekly presence for our brand on Perplexity since January.”
Returns how often the brand appears in the top, middle, or bottom position within AI responses — relative to other brands mentioned in the same response.Example prompts
  • “Are we showing up first or last when AI assistants list options in our category?”
  • “What’s our average position on ChatGPT for consideration-stage prompts?”
Returns sentiment breakdown (positive, mixed, negative) for brand mentions in AI responses.Example prompts
  • “What’s the sentiment trend for our brand on Perplexity in the last 30 days?”
  • “Is sentiment improving or declining compared to last quarter?”
  • “Compare our sentiment vs. our top competitor across all platforms.”
Returns how AI-cited URLs break down by ownership: brand-owned, competitor-owned, and third-party. Use citation_owner to focus on one type, or brand_mentioned to filter by branded vs. non-branded prompts.Example prompts
  • “What share of citations come from third-party sites for our non-branded queries?”
  • “Which competitor’s domains are getting cited the most in our category?”
  • “How has our owned citation share changed over the last 60 days?”

Explorer

Turn a metric question into an interactive Scrunch Explorer chart or a saved dashboard. Both return a deep link that opens the Explorer pre-configured — great for exploring the data behind an answer or saving a view you’ll revisit.
Builds an Explorer chart from a metric/breakdown/filter spec and returns a deep link that opens the Explorer with that chart already configured. Your assistant offers this after answering an analysis question so you can explore the chart behind the numbers. Supports line, bar, and pivot visualizations, breakdowns (e.g. by platform or competitor), custom date ranges, and comparison overlays.Example prompts
  • “Chart our mention rate by AI platform over the last 30 days.”
  • “Visualize our share of voice vs. our top 3 competitors, weekly.”
  • “Show citations broken down by owner as a bar chart, and give me the link.”
Creates a saved dashboard of metric tiles for a brand and returns a deep link to it. Each tile uses the same spec as generate_explorer_chart plus a title — mix a few headline “card” tiles with line/bar charts for trends and breakdowns.Example prompts
  • “Build a dashboard for Acme Coffee with presence, sentiment, and citation trends.”
  • “Create a competitive dashboard comparing our share of voice against Blue Bottle and Stumptown.”