
Eldor Journal
Playbooks for agentic commerce.
Research and field notes on AI shopping, WhatsApp commerce and D2C customer experience. Written by the team building Eldor.

How AI Answer Engines Pick Products: AEO for D2C Stores
A technical AEO playbook for D2C growth teams: how ChatGPT, Perplexity and Google AI Mode pick products, and the fixes that get you cited.
Lokesh Sharma
9 min read

The 6 Metrics That Belong on Every D2C CX Dashboard in 2026
Move beyond ticket volume and response time. Six CX metrics that connect customer conversations to revenue, recovery and resolution quality.
Lokesh Sharma
5 min read

10 Questions to Ask Any AI Agent Vendor Before You Sign
A practical buyer checklist for AI agents: action permissions, hallucinations, data isolation, evals, human handoff, pricing and exit terms.
Lokesh Sharma
6 min read

5 Signs Your Helpdesk Is Quietly Costing You Revenue
Your helpdesk can hit every SLA and still leak revenue. Five signs your support setup is quietly costing you sales, margin and repeat customers.
Lokesh Sharma
5 min read

7 WhatsApp Flows Every D2C Brand Should Run Before Diwali 2026
Seven high-intent WhatsApp flows for festive commerce, from cart recovery and gifting to COD confirmation, stock alerts and delivery updates.
Lokesh Sharma
7 min read

Why your support bot fails at Hinglish, and what to do about it
"Bhaiya order kahan hai" breaks most bots. Why Indian customer chat needs agents that understand Hinglish, typos and mid-sentence code-switching.
Lokesh Sharma
2 min read

The cart recovery math: what 31% win-back actually does to your P&L
A worked example with real Indian D2C numbers: what a 31% cart win-back rate does to your P&L, and how to run the same math on your own store.
Lokesh Sharma
2 min read

Google’s Agentic Commerce: Universal Cart Won’t Kill Online Stores. It Will Kill Dumb Stores.
Google's Universal Cart will change discovery and checkout, but it won't replace brand stores. It will expose which ones are still static.
Lokesh Sharma
8 min read

Agentic Commerce: The Next Operating System for Online Businesses
Agentic commerce moves online stores from tools to AI agents that own outcomes. Why it is happening now, and what it means for merchants.
Lokesh Sharma
5 min read

How Conversational Shopping Is Changing the Way Gen Z Buys Online
Gen Z shops by describing occasions, moods and budgets. Why keyword search fails them, and how conversational shopping restores discovery.
Lokesh Sharma
4 min read

Conversational Commerce: What It Is, Why It Matters Now and Where It’s Going
Shoppers describe intent, not keywords. What conversational commerce really is, why store discovery is breaking, and where it is heading next.
Lokesh Sharma
5 min read

Top 7 D2C Communities on WhatsApp, Slack & Discord (Free + Paid) That Merchants & D2C SaaS Should Join
Seven high-signal D2C communities on WhatsApp, Slack and Discord, free and paid, and how to pick the two or three that are worth your time.
Lokesh Sharma
2 min read

Why Shopify Stores Lose 20–40% of Discovery Opportunities Without Realizing
Most Shopify stores lose revenue at discovery, not pricing. Why intent-rich searches quietly fail, and how to fix it without a rebuild.
Lokesh Sharma
3 min read
