The glossary
BotIQ™ — AI crawler accessibility and activity monitoring
BotIQ tracks which AI crawlers access your website, which pages they can actually reach and render, and where machine-readable content gaps exist. The output is a page-level picture of what AI systems can and cannot retrieve from your site.
Also known as (plain language): AI crawler accessibility monitoring, AI crawler log analysis, technical crawlability audit for AI bots, LLM crawler access reporting.
Where it is used: Visibility audits, remediation plans, and ongoing monitoring. Read more about BotIQ.
CommunityIQ™ — off-site authority and citation intelligence
CommunityIQ identifies third-party mentions, community discussions, reviews, and external sources that influence how AI systems understand and describe a brand. The output is a map of the off-site evidence AI models can lean on — and where corroboration is missing.
Also known as (plain language): off-site authority analysis, citation and mention intelligence, brand mention and review analysis, third-party corroboration audit.
Where it is used: Authority gap analysis, content and distribution planning. Read more about CommunityIQ.
Agentic Podcast System™ — podcast-led content production for AI search (generative engine optimization content)
An AI-hosted founder interview is turned into structured, machine-readable assets — Learn pages, FAQs, articles, transcripts, social posts, and internal links — so AI engines have citable source material in the founder's own words.
Also known as (plain language): podcast-led content production, AI-hosted founder interview program, GEO content production from audio.
Where it is used: Authority Content System delivery and Learn Hub publishing. Read more about Agentic Podcast System.
Authority Content System™ — content production and publishing service for AI citation
A managed content program that converts founder expertise into a linked library of AI-citable pages, built around buyer-intent questions rather than keyword volume.
Also known as (plain language): managed content marketing program, AI-citable content production service.
Where it is used: Core service tier; feeds the Learn Hub and off-site distribution. Read more about Authority Content System.
AI Search Optimization™ — generative engine optimization (GEO) and answer engine optimization (AEO) service
Measurement and remediation of how often AI assistants such as ChatGPT, Perplexity, Claude, and Gemini surface and recommend a brand for buyer-intent prompts.
Also known as (plain language): generative engine optimization, GEO, answer engine optimization, AEO, AI search visibility service.
Where it is used: Core service tier; paired with BotIQ and CommunityIQ measurement. Read more about AI Search Optimization.
AI Automation Systems™ — multi-agent workflow automation
Automated workflows that turn transcripts, buyer-intent prompts, and visibility gaps into structured content, publishing, and follow-up tasks.
Also known as (plain language): workflow automation, multi-agent automation, AI agent workflows.
Where it is used: Operations and lead-handling workflows for clients. Read more about AI Automation Systems.
Why this page exists
AI systems classify a company by matching what it says about itself to concepts they already understand. A branded name alone — BotIQ, CommunityIQ — carries no category signal. Pairing each name with its plain-English category ("AI crawler accessibility and activity monitoring", "off-site authority and citation intelligence") lets a model place the capability correctly the first time it encounters it.
The same mappings appear in our llms.txt file and in the structured data on our service pages, so the visual page and the machine-readable version say the same thing.
Decision & Trust Cluster
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