Automating Structured Data From Your CMS (With a Validation Script)
How to generate JSON-LD automatically from CMS fields, keep one connected graph per page, and validate it in your pipeline with a tested Python script.
Ashruba Pankhade ·
Winning the answer shown on the results page: featured snippets, People also ask, FAQ sections, voice answers and search intent.
How to generate JSON-LD automatically from CMS fields, keep one connected graph per page, and validate it in your pipeline with a tested Python script.
Ashruba Pankhade ·
Where voice assistants get their spoken answers, why they now overlap with AI answers, and how to be the answer: short direct sentences, natural questions, complete listings and Indian language pages.
Gunakesh Parmar ·
How search intent works now that questions carry conditions, continue across turns and mix several goals, how to identify it for any query, and which page format matches each intent.
Gunakesh Parmar ·
Short, self-contained definitions of 62 terms used in answer engine optimisation, generative engine optimisation and technical SEO, with links to in-depth guides.
Gunakesh Parmar ·
How to structure comparison pages so buyers and AI assistants can use them: verdict first, a fair table on shared criteria, dated facts, clear conditions and open disclosure.
Rohit Bhisey ·
A step-by-step AEO playbook: choosing winnable queries, matching snippet formats, writing answer blocks, covering People Also Ask, and a 30-point checklist.
Gunakesh Parmar ·
A step-by-step Search Console method to find queries where clicks fell while rankings held, confirm AI Overviews, and decide what to do about each one.
Rohit Bhisey ·
What Google, Microsoft and OpenAI say about structured data and AI answers, which schema types still produce results, and where schema causes problems.
Gunakesh Parmar ·