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FastMCP 3.0

FastMCP 3.0

The fast, Pythonic way to build MCP servers and clients

Overview

What it is

Citable helps brands show up in AI answers. We simulate real personas by pre-warming AI accounts (ChatGPT, Perplexity, Gemini, Claude, Grok) with memory, then run thousands of prompts daily to measure share-of-voice and capture every cited source. We surface gaps by persona, market, and model—and explain why. Finally, we give prescriptive actions: publish specific articles, join targeted Reddit threads, and prioritize the highest-leverage plays for your team.

Intent

I need it when

Prepare my website and content infrastructure for AI agents and crawlers to discover and understand my brand

Citable includes an AI agent readiness checker that scans websites against 20+ standards (robots.txt, sitemap, MCP, A2A, render-ratio) and provides a readiness score. This helps teams optimize technical foundations so AI agents can properly discover and comprehend their content.

Measure and justify marketing budget allocation for AI visibility and organic growth initiatives

Citable makes AI visibility measurable through analytics dashboards showing citation trends, competitive positioning, and persona-specific insights. Higher-tier plans include dedicated account managers and quarterly strategic reviews, enabling teams to demonstrate ROI and secure budget approval for content and distribution efforts.

Audit and manage AI visibility across multiple client brands as an agency

Citable supports agencies with multi-brand workspace management, competitive gap analysis, and client-ready reporting. Teams can audit AI visibility across clients, present clear action plans, and track progress on shared dashboards, making it easy to show clients their AI presence and recommend next steps.

Understand how AI platforms like ChatGPT, Perplexity, and Claude mention and describe my brand to users

Citable tracks brand citations across multiple AI answer engines and provides weekly or daily visibility reports. Users see exactly where competitors are beating them in AI search, identify high-intent questions where their brand should appear, and understand how AI communicates their key differentiators to different customer personas.

Identify content gaps and prioritize what to publish to improve brand visibility in AI-generated answers

Citable's persona-based engine tests how different customer types receive AI answers about your product. It reveals missing value propositions and competitive gaps, then provides traceable action recommendations on what content to create and where to distribute it (blogs, social media, community, video) to strengthen AI understanding of your brand.

Drop

Not a fit when

  • Organizations with no need to track or improve brand visibility in AI-generated answers and search results
  • Businesses not targeting multiple customer personas or lacking interest in persona-based marketing insights
  • Companies without content creation or distribution capabilities to act on AI visibility recommendations
  • Teams seeking traditional SEO optimization only, without focus on generative engine optimization (GEO)
  • Organizations operating in regions or industries where AI answer engines have minimal market penetration
Commercials

Pricing

USD99 - USD799 / monthly View pricing