At Grupa Insight, we evaluate AI Search readiness across six dimensions. Together, they determine whether a website can be discovered, interpreted, attributed, verified, summarized and cited by AI-powered search systems such as ChatGPT Search, Perplexity and Google AI Overviews.
AI Search Optimization is not about manipulating a model. It is about reducing ambiguity for systems that retrieve, summarize, attribute and cite web information. Each dimension below addresses a specific type of ambiguity.
Foundation
Technical Accessibility
Structured Data
Semantic Layer
Entity Clarity
Content Architecture
Authority Layer
Trust Signals
Topical Authority
Entity Clarity
Is your brand clearly defined as a named entity across your website and trusted external sources? AI systems need to identify who you are before they can cite you.
- →Organization schema with sameAs links
- →Named author pages with credentials
- →Consistent NAP across directories
- →Google Business Profile alignment
Content Architecture
Is your content structured so that AI systems can extract clear, standalone answers from each section? Definition paragraphs, FAQ sections and comparison tables matter.
- →Definition paragraphs at section openings
- →FAQ sections with FAQPage schema
- →Numbered processes and step-by-step guides
- →Comparison tables for options and trade-offs
Structured Data
Does your schema markup make pages self-describing? AI systems use structured data to understand authorship, dates, organization and content type without parsing prose.
- →Article / WebPage with author and dates
- →Organization with sameAs
- →Person schema on author pages
- →FAQPage and BreadcrumbList sitewide
Topical Authority
Does your site cover its target topic with sufficient depth and breadth? AI systems draw on sources with demonstrated expertise across a domain, not isolated pages.
- →Content cluster with pillar + supporting articles
- →Descriptive internal linking
- →Consistent publication cadence
- →Glossary definitions for key terms
Trust Signals
Does your content demonstrate that an expert stands behind it? Named authors, verifiable credentials, current sources and transparent editorial responsibility all matter.
- →Named authors with linked bios
- →Author credentials and external presence
- →Named sources and data references
- →Editorial notes with publication dates
Technical Accessibility
Can AI search crawlers access and index your content? OAI-SearchBot, PerplexityBot and other AI crawlers must not be blocked if AI Search visibility is your goal.
- →OAI-SearchBot and PerplexityBot allowed
- →Core content available as indexable HTML
- →Clean canonical URLs
- →llms.txt implemented
#AI Search Readiness Audit
See how your website performs across all six AI Search readiness dimensions.
Grupa Insight runs structured AI Readiness audits covering all six dimensions with a prioritized implementation roadmap. The audit identifies which dimensions are blocking your AI Search visibility and what to fix first.
GET AN AI READINESS AUDIT →