Knowledge base
GEO, WhatsApp commerce, and AI search guides.
Practical guides for e-commerce brands navigating generative search, AI hallucinations, and WhatsApp-first sales in India.
- GEO2 July 2026 · 5 min read
JSON-LD for Product Pages: A Copy-Paste Schema Library for Shopify and WooCommerce
Complete, accurate JSON-LD is the highest-leverage change a product page can make for AI citation accuracy. This is a copy-paste schema library covering the types that actually matter.
- GEO1 July 2026 · 4 min read
llms.txt for E-Commerce Brands: Should You Bother in 2026?
llms.txt lets you give AI crawlers a curated map of your most important pages. Here's what it actually does, whether it moves citation rates, and how to write one for an e-commerce store.
- WhatsApp Commerce30 June 2026 · 4 min read
Multilingual WhatsApp Commerce: Selling in Hindi, Tamil, and English Without Hiring Per-Language Support
Most WhatsApp bots default to English and silently lose buyers who write in Hindi, Tamil, Kannada, or Telugu. Here's how multilingual AI agents work and why they matter for Indian D2C brands.
- WhatsApp Commerce29 June 2026 · 4 min read
What Happens When Meta Rejects Your WhatsApp Template
Meta rejects WhatsApp message templates more often than most brands expect, and the reasons are rarely obvious. Here's what actually gets templates rejected and how to fix it.
- WhatsApp Commerce28 June 2026 · 4 min read
UPI Checkout Inside WhatsApp: Why In-Chat Payment Links Convert Better Than Redirects
Every redirect between cart and payment loses buyers. In-chat UPI payment links remove the browser switch entirely and close the sale inside the same WhatsApp conversation.
- WhatsApp Commerce27 June 2026 · 4 min read
How to Let Customers Check Order Status Without Filing a Ticket
Order status queries are the most common support ticket in e-commerce. Here's how a self-serve flow inside WhatsApp or your storefront chat eliminates them without adding headcount.
- WhatsApp Commerce25 June 2026 · 4 min read
What Should Happen When Your AI Agent Can't Help
Most AI chatbots either refuse to escalate or escalate badly, losing the customer's contact info the moment the chat window closes. Here's a better pattern.
- WhatsApp Commerce22 June 2026 · 4 min read
Selling Digital License Keys on WooCommerce? Stop Emailing Them Manually
If someone on your team is still pasting license keys into emails by hand, here's what an automated, conversational delivery flow actually looks like.
- GEO20 June 2026 · 4 min read
How to Track Whether ChatGPT Actually Recommends Your Brand
Ranking number one on Google doesn't mean ChatGPT or Perplexity mention you. Here's a practical, mostly free method for measuring your brand's AI citation rate.
- WhatsApp Commerce18 June 2026 · 4 min read
Why Your WhatsApp AI Bot Keeps Recommending Products You Don't Sell
Most WhatsApp shopping bots hallucinate products because of how they're built, not because AI is unreliable. Here's what's actually going wrong and how to fix it.
- GEO15 June 2026 · 6 min read
What is a GEO Platform? How E-Commerce Brands Rank in AI Search in 2026
Generative engine optimization platforms help e-commerce brands get cited by Perplexity, ChatGPT, Gemini, and Claude. This guide explains how GEO platforms work, what to look for, and how to measure results.
- WhatsApp Commerce10 June 2026 · 7 min read
WhatsApp Commerce for Indian D2C Brands: The Complete 2026 Guide
How Indian D2C brands on Shopify and WooCommerce use WhatsApp to run catalog-grounded AI agents, recover abandoned carts, and close sales in 6 languages. Includes setup timeline, Meta approval process, and conversion benchmarks.
- WhatsApp Commerce5 June 2026 · 4 min read
WhatsApp Cart Recovery for Shopify India: Stop Losing ₹Lakhs Every Month to Abandoned Carts
India's cart abandonment rate is 72%. Email recovery rates are under 3%. WhatsApp cart recovery consistently delivers 15–25% recovery rates for D2C brands. Here's how to set it up.
- GEO29 May 2026 · 4 min read
Schema Markup for E-Commerce Products: The Definitive Guide (2026)
Product schema is the primary signal AI answer engines use when constructing factual claims about your products. This guide shows you exactly which schema types matter and how to implement them.
- Hallucination Monitor22 May 2026 · 4 min read
AI Hallucination in E-Commerce: How to Detect and Fix Fabricated Product Claims
AI models confidently state wrong prices, discontinued features, and false availability for e-commerce products. Here's how hallucinations happen, why they cost you sales, and how to fix them.
- WhatsApp Commerce15 May 2026 · 4 min read
WhatsApp Business API for D2C India: Costs, Setup, and What to Expect in 2026
The WhatsApp Business API is the infrastructure layer under every serious D2C sales automation in India. Here's how to get approved, what it costs, and how to integrate it with Shopify.
- GEO8 May 2026 · 4 min read
How to Rank in Perplexity AI: A Step-by-Step Guide for E-Commerce Brands
Perplexity AI is now a meaningful discovery channel for B2B and DTC buyers. This guide covers the technical and content signals that determine whether your brand gets cited.
- GEO1 May 2026 · 4 min read
What is Generative Engine Optimisation (GEO)? The Complete Guide for E-Commerce Brands
Traditional SEO optimises for search engine crawlers. GEO optimises for AI answer engines: Perplexity, ChatGPT, Gemini, and Claude. Here's what every e-commerce brand needs to know.