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Weekly visibility report

Ask your assistant for a ready-to-share summary of the past seven days.
“Give me a visibility summary for brand ID 42 for the last 7 days.”
The assistant calls visibility_summary and returns a natural-language report covering your visibility score, sentiment, average position, top-performing prompts, and the leading competitor — all in one message you can paste directly into Slack or email.

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Competitive benchmark

Understand where your brand stands relative to competitors across AI platforms.
“Show me the competitor report for brand ID 42. Rank them by visibility.”
The assistant calls competitor_report and returns each tracked competitor’s visibility, sentiment score, average position, and total responses analyzed — already sorted by visibility, highest first.

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Platform deep-dive

Focus on a specific AI platform to see where you win or lose visibility.
“How is brand ID 42 performing on ChatGPT only?”
Pass ai_agent: ["chatgpt"] via the brand_report tool. The same filter works for gemini, perplexity, and aioverview.

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Prompt-level diagnosis

Identify which tracked prompts drive visibility and which need attention.
“List all prompts for brand ID 42 and show me the report for each one.”
The assistant first calls list_prompts to get IDs, then prompt_report for each, and presents a breakdown of visibility, sentiment, and position per question.

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Source and PR targeting

Find the domains AI platforms cite most when mentioning your brand.
“What sources does AI cite when mentioning brand ID 42?”
The assistant calls sources_report and returns a ranked list of domains by citation count. Use this to identify high-authority content worth building or earning links from.

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Date-range comparison

Compare performance across two time windows.
“Compare brand ID 42’s visibility for March vs April 2025.”
Run brand_report twice with different date ranges (from / to in YYYY-MM-DD format) and ask the assistant to summarize the delta.

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Automated Slack digest (example)

You can integrate the MCP server into an automated workflow:
  1. Schedule a daily or weekly trigger (e.g., n8n, Make, Zapier).
  2. Call POST https://mcp.mentionpilot.ai/mcp with a tools/call request for visibility_summary.
  3. Pass the response text directly to your Slack webhook.
No LLM needed for simple digests — the visibility_summary tool already returns a human-readable narrative.