Aggregated analytics dashboard across all 3LA audits. Tracks GEO adoption rates, technical readiness, Structured Data, AI content readiness, Citation-Worthiness , Answer-First Format, Citation Readiness, SPG distribution, monthly trends, industry benchmarks, and Pippa calibration across all domains audited.
This term is part of the 3LA EntityMap → /entitymap.html
FROM THE BLOG
LLMs hallucinate about companies, prices, key people and mandates - and it's costing NGOs, universities, research bodies, financial institutions, political actors and agencies real leads and real trust. Here's the background of the Entity Accuracy Engine, and exactly who I built it for.
Classical AI SEO tools grade your content with an LLM. The Three-Layer Approach measures - deterministically - whether AI can find, trust and cite you. Here's the honest comparison. This article was first published on nettpilot.com
ChatGPT, Claude, Perplexity and Gemini do not share a user base. They share a category name. A 2026 study found only ~11% of domains cited by ChatGPT are also cited by Perplexity. Here is the field guide to a platform-segmented GEO strategy.