I've spent the last several years working at the intersection of consumer products and data — first at Swiggy, then at Kirana Club, where I watched the same problem play out at scale, over and over: brands had customer data, but no clear way to act on it. Reviews, returns, support tickets, surveys — all sitting in silos, none of it talking to each other. Decisions got made on gut, or on whichever metric someone pulled that week.
Before that, I co-founded multiple startups and experimented with a lot of AI products before I was focused on Lexsis AI
The idea for Lexsis came directly from that frustration at Swiggy. When you're trying to make product decisions at scale, fragmented signals don't just slow you down — they cost you. A return spike here, a review pattern there, a drop in repeat purchases somewhere else. Each team sees a piece, no one sees the whole picture. By the time you've connected the dots, the window to act has closed.
I started Lexsis because I believed that problem was solvable — and that solving it would unlock real, measurable revenue for brands who were losing money not from lack of data, but from lack of decision clarity.
Lexsis unifies customer signals across every touchpoint and surfaces ranked, actionable decisions , so C brands stop reacting and start leading with outcomes
CASE STUDY
Case Study on how Lexsis AI helped a new Indian beverage brand DRANKS - go from zero AI visibility to appearing in ChatGPT, Perplexity, and Google AI Overviews, competing against Shark Tank-funded competitors without ads or investor PR
Read
AGENTIC COMMERCE
Learn how AI shopping agents from ChatGPT, Google, and Perplexity are autonomously buying products for consumers, and how to prepare your ecommerce store for this $15 trillion shift.
Read
GUIDES
Learn how to connect AI agents like Claude, ChatGPT, and Gemini to your Shopify store using MCP servers. Step-by-step setup guide with security best practices and real workflow examples.
Read
TECH
Shopify API gives developers full control. MCP gives AI agents natural language access. Learn when to use each, how they coexist, and decision framework.
ReadAI STOREFRONTS
Learn how personalized landing pages match every ad click to a unique page experience, lifting conversion rates by 30-80% without increasing ad spend.
Read
AGENTIC COMMERCE
Technical comparison of Shopify API and MCP for AI agent integrations. Decision matrix covering when to use GraphQL API directly vs MCP servers for ecommerce automation.
Read
AI STOREFRONTS
97% of ad spend is wasted on generic landing pages. Learn how personalized post-click experiences lift CVR by 30-200% and turn paid traffic profitable.
Read
TECH
MCP is the open standard that lets AI agents connect to your Shopify store. Learn what it is, how it works, and why ecommerce brands need it now.
Read
AGENTIC COMMERCE
AI agents from ChatGPT, Google, and Perplexity are already buying products autonomously. Learn how agentic commerce works and how to prepare your store.
Read
D2C
AI search engines cite some Shopify brands and ignore others. Here is what determines the difference and how to get your store recommended.
Read
D2C
A step-by-step AEO checklist for D2C brands. Technical setup, content strategy, off-site signals, and monitoring - prioritized by impact.
Read
D2C
Your AEO score measures how visible your brand is in AI search engines. Here is what it means, how to measure it, and what good looks like.
Read
D2C
Which AI visibility tools work best for Shopify? We compare features, pricing, and integrations for stores that want to get cited by AI search engines.
Read
D2C
AEO and SEO optimize for different things. Here is how they differ, where they overlap, and how e-commerce brands should allocate budget between them.
Read
D2C
Shopify stores face unique AEO challenges. Here is how to fix schema gaps, configure AI crawlers, and get your products cited by ChatGPT and Perplexity.
Read
D2C
A comparison of the best Answer Engine Optimization platforms for e-commerce brands. Features, pricing, and Shopify integrations compared.
Read
D2C
AEO is how brands get cited by ChatGPT, Perplexity, and Google AI Overviews. Here is what it means, why it matters for e-commerce, and how to build an AEO strategy.
Read
D2C
The next wave of AI shopping is not one agent per customer. It is multiple agents comparing, negotiating, and purchasing simultaneously. Here is what brands need to prepare for.
Read
D2C
Two AI platforms now offer shopping experiences. They work differently, surface products differently, and require different optimization strategies. Here is how to prioritize.
Read
D2C
Google AI Mode is reshuffling product discovery. Here is how it works, what it means for organic and paid visibility, and how e-commerce brands should adapt their strategy.
Read
D2C
In the agentic commerce era, AI agents read your structured data before they read your website. Here is how to build a product data layer that gets your brand recommended by shopping agents.
Read
D2C
AI shopping agents skip your hero images, ignore your CTAs, and cannot parse your JavaScript. Here is how agent browsing works and what your product pages need to survive the shift.
Read
D2C
OpenAI turned ChatGPT into a shopping engine. Here is how product recommendations surface, what brands need to optimize, and the playbook for getting your products recommended by AI.
Read
AI VISIBILITY
Discover how ChatGPT, Perplexity, Google AI Overviews, Claude, and Copilot decide which brands to recommend. Learn the signals, strategies, and mistakes that determine AI brand visibility.
Read
COMPARISONS
Looking for Nosto alternatives? Compare the top 5 Shopify personalization platforms in 2026, from AI-native storefronts to product discovery engines and landing page builders.
Read
GUIDES
Learn how personalized landing pages boost ecommerce conversions by 34%+. Covers types of personalization, key elements, tools, and how to build pages that match every campaign.
Read
COMPARISONS
Comparing Lexsis and Nosto for AI-powered ecommerce personalization. See which platform wins on AI visibility, agentic commerce readiness, and full-page personalization.
Read
AGENTIC COMMERCE
Learn what Shopify's Universal Commerce Protocol (UCP) means for ecommerce brands. How AI agents browse, cart, and checkout autonomously, and how to prepare your store for agentic commerce.
Read
AGENTIC COMMERCE
Agentic commerce lets AI shopping agents browse, cart, and buy on behalf of consumers. Learn how UCP, MCP, and AI storefronts are reshaping ecommerce in 2026.
Read
GROWTH-INTELLIGENCE
When shoppers ask ChatGPT about your brand, AI answers from your reviews, Reddit threads, and old press. Here's how consumer brands take control of their AI narrative.
Read
D2C
Google AI Overviews are reshaping how shoppers discover products - and most D2C brands are invisible. Here is why it happens and how to fix it.
Read
GROWTH-INTELLIGENCE
A platform-specific action checklist for D2C and CPG brands to get discovered in Google AIO, ChatGPT, and Perplexity.
Read
GROWTH INTELLIGENCE
Ecommerce retention rate benchmarks for 2026 by industry, business model, and category. Average is 30%, top performers hit 62%. See how an AI-native growth platform closes the gap.
Read
GROWTH-INTELLIGENCE
Decision intelligence combines data science, social science, and managerial science to turn customer signals into confident business decisions. Learn how consumer brands (D2C, CPG, and ecommerce) use it to grow faster.
Read
ECOMMERCE
Ecommerce brands that optimize for LTV grow 2-3x faster than those focused on acquisition. Learn the signals, strategies, and frameworks that top ecommerce and CPG brands use to maximize customer lifetime value.
Read
D2C
D2C and CPG brands lose 20-40% of customers annually. Learn the data-driven framework top consumer brands use to identify churn signals early and act before customers leave.
Read
GROWTH-INTELLIGENCE
Stop drowning in vanity metrics. These 7 retention metrics are the only ones that actually predict whether your D2C or ecommerce brand will grow, with benchmarks and formulas.
Read
TECH
Traditional churn analysis tells you who left. AI-powered churn prediction tells you who's about to leave, and why. Learn how modern consumer brands use predictive signals to retain customers before it's too late.
Read
CUSTOMER-INTELLIGENCE
Build a cost-effective Customer Intelligence System. Master data aggregation, build a product taxonomy, and avoid the LLM cost trap with a smart ML hybrid analysis approach.
Read
CUSTOMER-INTELLIGENCE
A conversational walkthrough of how customer intelligence directly drives revenue, reduces support costs and saves teams countless hours by turning scattered feedback into clear, actionable insights.
Read