# Kadabra SEO

Site: https://www.kadabra.co.za/

## Recent posts

- [AI Search Visibility Demands Structured Data, Not Llms.txt Hype](https://www.kadabra.co.za/ai-search-structured-data-visibility/): The article discusses how AI search visibility is driven by structured data, clear entity labeling, and proper schema, rather than the use of llms.txt files. It details that pages must be written for machines to rank effectively in AI Overviews, Perplexity, and Copilot.
- [OBLITERATUS Gives Practitioners Control Over AI Safety Guardrails](https://www.kadabra.co.za/obliteratus-control-ai-model-refusals/): This article describes OBLITERATUS, a tool designed to remove internal AI model refusal mechanisms. It details how OBLITERATUS enables practitioners, alignment researchers, and red-teamers to inspect, measure, and alter model refusal behaviors, providing unrestricted baselines for AI deployment.
- [Canva's AI 2.0 Turns Design into the Core of Content Production](https://www.kadabra.co.za/canva-ai-2-streamlines-content-production/): This article discusses Canva AI 2.0, including Magic Layers, Sheets, Websites, and Claude integration, and how these features streamline content production. It explains how Canva addresses the common bottleneck of post-draft tasks like resizing, branding, and approval for content teams.
- [Python's MarkItDown Simplifies Document Prep for Large Language Models](https://www.kadabra.co.za/python-markitdown-clean-llm-input/): This article introduces Python's MarkItDown, a tool that converts business document formats like invoices, reports, and scans into structured Markdown. This process preserves document context for Large Language Models, preventing common ingestion failures, reducing token usage, and improving AI-driven text analysis workflows.