CASE STUDY
What Babe customers are asking for, where the drinks market is moving, and the four moves that turn a craft brand into the next $10M.
Read
Background
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
Why I Started Lexsis
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.
What Lexsis Does
Lexsis unifies customer signals across every touchpoint and surfaces ranked, actionable decisions , so C brands stop reacting and start leading with outcomes
Articles by Aditya Vernekar (Adi)
D2C
A practical guide to decision intelligence for product, CX, and analytics teams - what it is, how it works, and why it matters now.
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
GROWTH-INTELLIGENCE
A platform-specific action checklist for D2C and CPG brands to get discovered in Google AIO, ChatGPT, and Perplexity.
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
AI AGENTS
The definitive guide to AI customer experience agents for consumer brands. Covers how AI CX agents differ from chatbots, the 6 channels they operate on (chat, voice, WhatsApp, email, social, support platforms), autonomous signal monitoring, and use cases for D2C, ecommerce, and CPG brands, with evaluation criteria for choosing a platform.
Read
CASE STUDY
How a clinical DTC skincare brand with $10M+ in revenue and 714 Sephora doors is leaving its most valuable customer signals unread, and what that costs.
Read
GROWTH INTELLIGENCE
SaaS frameworks like RICE don't work for physical products. Learn a signal-driven prioritization framework, powered by an AI-native growth platform purpose built for CPG and D2C product teams.
Read
CASE STUDY
How a science-first women's nutrition brand left millions on the table by treating customer feedback as content, not intelligence. Analysis of $18M+ addressable opportunity from customer signal gaps.
Read
GROWTH INTELLIGENCE
When Amazon reviews say one thing and DTC says another, it signals real operational issues. An AI-native growth platform detects cross-channel divergence before it costs you.
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
Consumer brands lose $2.4M annually to product mis-decisions. Lexsis, the AI-native growth platform for consumer brands, uses decision simulation to test reformulations, pricing, and launches against real customer signals first.
Read
GROWTH INTELLIGENCE
Compare 15+ feedback analysis tools for ecommerce across 8 criteria. From enterprise VoC (Qualtrics) to AI analysis (SentiSum) to Lexsis AI, an AI-native growth platform with decision intelligence.
Read
GROWTH INTELLIGENCE
Ecommerce returns cost $849.9B in 2025. Sizing and shipping damage are obvious causes, but an AI-native growth platform reveals return-risk signals before they hit your bottom line.
Read
GROWTH INTELLIGENCE
CX Agents in Lexsis, the AI-native growth platform for consumer brands, monitor reviews, tickets, NPS, and behavioral signals 24/7, catching critical issues 6-8 weeks before periodic reporting.
Read
GROWTH INTELLIGENCE
The first VoC playbook built for D2C brands under $50M. Go from scattered feedback to unified customer intelligence in 30 days, powered by an AI-native growth platform built for lean teams.
Read
GROWTH INTELLIGENCE
The complete D2C tech stack for 2026 across 10 layers, including the AI-native growth platform layer that turns siloed tools into a decision intelligence system.
Read
GROWTH INTELLIGENCE
When NPS drops, most brands respond with sitewide changes. Lexsis, an AI-native growth platform, delivers segment-level intelligence showing exactly which cohort is affected and why.
Read
GROWTH INTELLIGENCE
The average D2C repeat purchase rate is just 28.2%. Learn the 5 hidden customer signals that predict decline, and how an AI-native growth platform detects them before your dashboards show it.
Read
GROWTH INTELLIGENCE
A customer signal platform unifies review, support, survey, behavioral and transactional signals into one intelligence layer. Learn how an AI-native growth platform enables consumer brands to decide faster.
Read
CASE STUDY
We ran a full customer signal analysis on a leading functional calm beverage brand using Lexsis. Here's what we found and what it cost them to not know it sooner.
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
PRODUCT
Most feedback loops are broken, signals get lost between collection and action. Learn the 5-step framework for building a feedback loop that turns raw customer signals into product decisions in days, not months.
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
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
Most brands collect customer data but miss customer signals. Learn the critical difference between passive data collection and active signal intelligence, and why it determines whether you grow or stall.
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
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
PRODUCT
Research shows product teams access only a fraction of available customer signals. The rest is trapped in support tickets, reviews, surveys, and conversations. Here's how to close the gap.
Read
GROWTH-INTELLIGENCE
Your customers are telling you exactly how to grow. The problem isn't data, it's the gap between raw customer data and actionable decisions. This framework closes that gap in 4 steps.
Read
TECH
The average consumer brand uses 12+ analytics tools but still can't answer basic growth questions. Here's the modern analytics stack that actually works, and what you can cut.
Read
DECISION INTELLIGENCE
Stop making million-dollar D2C decisions on gut feel. Decision intelligence turns customer signals into simulated, ranked decisions, before you ship or spend.
Read
FOUNDER-INSIGHTS
AI makes building cheap. Lexsis turns fragmented customer + public narrative signals into decision intelligence and simulates decisions with AI agents before you commit.
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
PRODUCT
In today’s product world, feedback is endless, tickets, reviews, calls, social mentions. The real challenge isn’t gathering it, but turning it into clarity. At Lexsis AI, we don’t just collect feedback; we translate it into actionable customer insight.
Read