Entity Presence & Structured Visibility Report
Your brand can’t be discovered if it isn’t defined.
The Entity Presence & Structured Visibility Report is designed to help businesses understand how clearly and consistently their digital identity is recognized by AI systems. From structured data to knowledge graphs, this audit highlights how machines interpret, index, and surface your brand across the AI-powered web.
If your data is scattered, outdated, or incomplete – you’re not just underperforming. You’re invisible.
Who Is This For?
- Early-stage companies establishing digital presence
- Brands undergoing expansion or rebranding
- SEO, ops, and technical marketing teams
- Anyone unsure how well their entity is recognized across the web
What This Report Answers
- Is your brand a recognized entity across AI systems?
- Are you present in the right data sources (directories, graphs, aggregators)?
- Is your structured data complete, current, and consistent?
- Are there conflicting or duplicate versions of your brand online?
- How do knowledge platforms interpret and classify your business?
What You'll See in the Report
We audit the foundational signals that shape your AI visibility — and flag the inconsistencies that might be holding you back.
Key Data Points:
- Knowledge graph inclusion score: Presence in platforms like Wikidata, Crunchbase, and Google’s Knowledge Panel
- Schema implementation audit: Coverage and accuracy of structured markup (Organization, Product, FAQ, etc.)
- NAP consistency index: Alignment of Name, Address, and Phone across directories
- Duplicate/conflict detection: Instances where conflicting info may harm credibility
- Entity recognition test results: How LLMs resolve your brand name in varying contexts
- Cross-platform presence check: Apple Maps, Google Maps, Bing Places, LinkedIn, review aggregators
Why It Matters
Before AI can recommend you — it needs to understand you.
Strong entity presence and structured visibility are the backbone of all discoverability. Without them, even great content and marketing fall flat.
This report helps you:
- Build a clean, consistent, and indexable digital identity
- Increase brand credibility with AI and search engines
- Fix hidden data errors before they become costly blind spots
Why It Matters
- Prompt testing across ChatGPT, Gemini, Claude, Bing Copilot, Perplexity
- Entity & sentiment mapping via LLM analysis
- Aggregator databases: Crunchbase, Trustpilot, LinkedIn, industry sites
- Keyword and comparison prompt scraping
Why It Matters
- 30+ page market entry report (PDF)
- Executive summary (1-page)
- Heatmaps and competitor visibility matrices
- Naming risk & differentiation analysis
- Optional 1:1 strategy session with a senior advisor