Blogs

Minimalist illustration depicting automated SEO validation using Python, featuring a magnifying glass, code integration, and a secure search result shield.
Automate SEO: How to Unit Test Structured Data Using Python
ai robot representing brand perception
Sentiment Drift Analysis: Monitoring Brand Perception in AI Answers
Phone with ai chat
Share of Model (SOM): The New Share of Voice
Person using a tablet while interacting with multiple AI chatbots, illustrating a connected and guided digital support experience.
Information Gain Score: Mathematically Auditing Content Redundancy
Portrait of a mature businessman founder with laptop over desk in restaurant
Building the Founder’s Graph: Connecting Personal Brands to Corporate Entities
Person analyzing and auditing content in the office
Entity Salience Scoring: Auditing Content NLP Confidence
Natural language processing illustration
Disambiguation Engineering: Resolving Brand Name Collisions in LLMs
World globe and computer keyboard showing wikipedia and wikidata
The Wikipedia Proxy: Using Wikidata IDs to Anchor Brand Truth
Isometric link building background showing Nested Json-LD
Nested JSON-LD: Architecting Schema for GraphRAG & AI
Multi-Modal RAG Strategy: Optimizing Visual Assets for AI Retrieval
Artificial intelligence in school education concept school boy use ai help in checking spelling
Header Architecture for Vector Proximity: The GEO Guide for Content Teams
Password with hand holding tweezers and binary code depicting byte pair encoding
Byte-Pair Encoding (BPE) and Keyword Invisible Walls