Bottom Line Up Front: We have officially changed our name. What started as a fun, lighthearted project called RankyPanky has officially evolved into FullMention. This rebrand represents a massive shift in our product’s capabilities, our technology, and our ultimate mission: moving away from traditional keyword-centric rank tracking and focusing entirely on complete, real-time AI visibility forensics, Share of Voice (SOV) metrics, and Model Context Protocol (MCP) integrations for enterprise marketing.
Why RankyPanky was Born - and Why It Had to Grow Up
When we first built RankyPanky, our goal was simple yet disruptive: to help webshop owners, CMOs, and marketing agencies stop tracking simple search rankings on Google and start tracking “Share of Voice” across the new web. The name “RankyPanky” reflected our lighthearted, agile approach to shaking up the traditional, stagnant SEO market.
But as our double-engine (BrandSifter and The Conductor) began processing tens of thousands of search phrases daily across OpenAI’s Batch Engine, we realized something critical:
AI Search is not about keywords. It is about entities and mentions.
In the era of ChatGPT, Perplexity, and Gemini, buyers do not receive a list of matching search links. They receive synthesized, natural-language answers recommending specific brands. The metric of success is no longer “where do we rank in the 10 blue links?” but rather “does the AI model mention our brand as the top recommendation, and what is our relative Share of Voice?”
As we expanded our platform to include full citation url fanouts, developer API packages, and standard Model Context Protocol (MCP) server integrations, the name RankyPanky no longer represented the absolute depth, sophistication, and enterprise-grade power of the platform.
We needed a name that reflected our core value proposition: ensuring your brand gets a FullMention where it matters most.
What the Rebrand to FullMention Means
The transition to FullMention is not just a visual paint job. It is a strategic realignment of our product vision:
1. From “Rank” to “Mention”
Traditional search ranking implies a linear list. But LLM models synthesize information dynamically. A brand can be mentioned positively, contrasted with a competitor, or cited as a reference source. FullMention tracks the complete semantic footprint of your brand - meaning every paragraph, list item, and citation reference is parsed, categorized, and converted into actionable market intelligence.
2. Built for Developer-First Workflows
With our newly released Model Context Protocol (MCP) Server, developers can now plug FullMention natively into Claude Desktop, Cursor IDE, and custom agentic frameworks via a single npx command. The name FullMention speaks directly to developers who need a robust, reliable, and clean API for injecting real-time brand visibility metrics into their active AI reasoning loops.
3. A Premium Enterprise Standard
CMOs, CMO-advisors, and enterprise SEO agencies require a mature, mathematically sound, and secure data platform to allocate millions in marketing budgets. FullMention provides exactly that: Reciprocal Rank Fusion weighting, git-verified historical sitemaps, rich JSON-LD interconnected schemas, and raw Markdown Alternates for AI crawlers.
What Stays the Same?
While our name and visual identity have matured, our core commitments to our customers remain unchanged:
- The Technology: Our advanced double-engine, BrandSifter and The Conductor, continues to process data at massive scale utilizing OpenAI’s high-speed Batch API.
- The Team: The platform is still designed, built, and supported by Søren Riisager and our core engineering team.
- The Value: We retain our simple, credit-based, low-overhead pricing model. No locked enterprise tiers, no hidden add-ons.
- Our Mission: We exist to eliminate the AI search blind spot in your budget allocation. We help you find the exact co-citation gaps where competitors win, so you can optimize your digital PR and take back your Share of Voice.
Looking Forward
We are incredibly proud of our roots as RankyPanky, but we are thrilled to welcome you to the era of FullMention.
Over the coming weeks, you will see our new branding rolled out across our documentation, dashboard console, developer templates, and API responses. We have a robust roadmap ahead, featuring deeper integrations with agentic execution environments, custom volatility alert rules, and expanded LLM tracking engines.
Stop tracking simple links. Welcome to the future of AI search forensics. Welcome to FullMention.
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