Turn your AI agent into a content engineering machine
Ground your agent in continuous AI visibility monitoring. Arm it with your brand voice, knowledge base, and a pipeline of content ideas that close real gaps in AI conversations.
// PENDIUM — AI Visibility MCP for Content Engineering
//
// Pendium tracks how ChatGPT, Claude, Gemini, and AI Overviews perceive,
// mention, and recommend brands. Use it to ground your content strategy
// in real data about what AI platforms actually say.
//
// 18 TOOLS:
//
// VISIBILITY MONITORING
// scan_visibility — trigger a scan (use mode: "batch", maxQueries: 30)
// get_scan_status — poll every 30-60s until scanAvailable=true
// get_report — full report with raw LLM responses and recommendations
// get_scan_history — historical scores to track trends over time
// get_visibility_actions — prioritized actions to improve AI visibility
// complete_action — mark an action as done after you've addressed it
// lookup_brand_score — public brand score lookup (no auth needed)
//
// CONTENT STRATEGY
// get_goals_and_ideas — content strategy goals with actionable content pitches
// get_brand_voice — brand voice guidelines, tone, and company profile
// get_factsheet — comprehensive brand overview and key facts
// list_content_briefs — content plans in the pipeline
//
// KNOWLEDGE BASE
// query_knowledge — semantic search over brand's knowledge base
// list_knowledge_sources — view ingested content sources
//
// CONFIGURATION
// list_topics — view current topics and queries
// add_topic — add topics with search queries
// list_personas — view buyer personas
// add_persona — add personas (AI-generated from a prompt, or manual)
// get_account — check credits, plan, and list of agents
//
// Every response includes a _pendium field with context and next steps.
//
// Add to your MCP config (Claude Code settings or claude_desktop_config.json):
{
"mcpServers": {
"pendium": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://pendium.ai/api/mcp/mcp"]
}
}
}
// Then ask: "Scan AI visibility for https://your-website.com and show me the gaps"Grab a free API key below to speed things up, or just copy the code above to your coding agent. It will ask you to give it your API key when it runs your first visibility scan.
The MCP server itself feeds your agent context and guidance with every call, so it should be able to figure things out on its own. If you or your agent hit a snag, full docs are here.
Create content that grows your
AI visibility while you sleep
Your agent sees how every AI platform perceives you
Detailed scores across ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and AI Overviews — broken down by customer persona, topic, and query. Your agent knows exactly where you're strong, where you're weak, and where you're invisible.
The workflow
From snippet to strategy
in one conversation
No new syntax. No API docs to read. Your agent translates natural language into the right calls and brings back what matters — visibility scores, content gaps, competitor intel, and actionable next steps.
Close the loop
Give your agent
AEO superpowers
Without visibility data, your agent is writing into the void. It doesn't know where AI platforms are sending people instead of to you, which topics you're invisible on, or whether last month's content moved the needle at all.
Pendium gives your agent a continuous feed of what's working, what's not, and where the gaps are — so every piece of content it creates is aimed at a real opening in the conversation, not a best guess.
Without Pendium
- Agent writes content based on keyword research and best guesses
- No idea what AI platforms actually say about you
- Content may be great but invisible to AI agents
- No brand voice consistency, no knowledge grounding
- Reactive — you find out you're missing after the fact
With Pendium
- Agent writes content grounded in real AI visibility data
- Knows exactly where you're strong, weak, and missing
- Content targets the specific gaps in AI conversations
- Writes in your brand voice, grounded in your knowledge base
- Proactive — continuous monitoring and trend tracking catches shifts early
Know the moment a competitor overtakes you
Set up recurring scans and your agent gets a continuous feed of how AI platforms perceive your brand. When visibility shifts — a competitor gains ground, a new platform emerges — your agent catches it and adapts your content strategy automatically.
Define custom personas that map to your real customer archetypes
A price-conscious shopper asks differently than an enterprise buyer. Pendium simulates real customer personas and runs their actual queries — so your agent sees how AI responds to every type of buyer in your category, not just generic searches.
Publish content that actually moves the needle
Your agent doesn't guess what to write. It uses visibility data to identify the specific topics, angles, and platforms where you're missing from AI conversations — then creates content designed to close those gaps and get you recommended.
Frequently asked questions
Everything you need to know about connecting Pendium to your agent. Don't see your question? Book a demo and we'll walk you through it.
Start in 30 seconds
Paste the snippet into your agent and ask about your brand. No signup needed to start — your agent handles the rest.