Blog
AEO, in plain English.
AI
The 2026 guide to AEO for Indian brands
Answer Engine Optimization is replacing the first page of Google. The complete playbook for winning AI answers in India.
Case Studies
How Lumora won 7 Hindi money prompts in 60 days
A D2C skincare brand went from invisible to ChatGPT's top recommendation — in the language its customers actually use.
SEO
llms.txt, explained in plain English
What the new crawler standard means for your site, and how to ship one in ten minutes.
AI
Why Hinglish prompts behave differently in ChatGPT
Machine-translated prompts miss how India actually asks. What our native-language runs reveal.
Engineering
Inside our nightly visibility pipeline
Batch APIs, deduplication and cost ceilings: how 12,000 prompts run every night without melting the budget.
Product
Introducing Auto-Fix: from gap to deploy in one click
We stopped telling you what to fix and started fixing it. Schema, content and CMS pushes, reviewed by you.
Marketing
AEO reporting your CFO will actually read
Visibility scores don't unlock budget. Revenue attribution does. A template that works.
Case Studies
How Meridian pitches with white-label audits
One agency's playbook for turning free visibility audits into 12 signed retainers.
News
Gemini's new shopping answers: what changed
Google's AI shopping surfaces are rolling out in India. Here's what we're seeing in the data.
SEO
FAQ schema that actually gets cited
Most FAQ markup is ignored by answer engines. The patterns that earn citations, with examples.
Engineering
Grounding an agent in your own visibility data
How we built a chat agent that cites your prompt runs instead of hallucinating advice.