Today’s highlight
Today’s highlight
Today’s highlight
Dec 19, 2025
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Post by
Lokesh Sharma
Traditional search matches keywords. LLM-based search finds semantically similar products. Conversational commerce goes a step further. It understands intent, shows relevant results and asks clarifying questions to guide shoppers toward better decisions.
Dec 19, 2025
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Post by
Lokesh Sharma
Traditional search matches keywords. LLM-based search finds semantically similar products. Conversational commerce goes a step further. It understands intent, shows relevant results and asks clarifying questions to guide shoppers toward better decisions.
Dec 19, 2025
/
Post by
Lokesh Sharma
Traditional search matches keywords. LLM-based search finds semantically similar products. Conversational commerce goes a step further. It understands intent, shows relevant results and asks clarifying questions to guide shoppers toward better decisions.
Dec 19, 2025
/
Post by
Lokesh Sharma
Traditional search matches keywords. LLM-based search finds semantically similar products. Conversational commerce goes a step further. It understands intent, shows relevant results and asks clarifying questions to guide shoppers toward better decisions.
Dec 19, 2025
/
Post by
Lokesh Sharma
Traditional search matches keywords. LLM-based search finds semantically similar products. Conversational commerce goes a step further. It understands intent, shows relevant results and asks clarifying questions to guide shoppers toward better decisions.
Traditional search matches keywords. LLM-based search finds semantically similar products. Conversational commerce goes a step further. It understands intent, shows relevant results and asks clarifying questions to guide shoppers toward better decisions.
Dec 18, 2025
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Post by
Lokesh Sharma
Most Shopify stores don’t lose revenue because of pricing or traffic, they lose it at discovery. Shoppers increasingly search using occasions, moods, and constraints, but traditional search systems don’t understand this kind of intent. This breakdown explains why 20–40% of discovery opportunities quietly disappear and how teams can fix it without changing themes or plugins.
Dec 18, 2025
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Post by
Lokesh Sharma
Most Shopify stores don’t lose revenue because of pricing or traffic, they lose it at discovery. Shoppers increasingly search using occasions, moods, and constraints, but traditional search systems don’t understand this kind of intent. This breakdown explains why 20–40% of discovery opportunities quietly disappear and how teams can fix it without changing themes or plugins.
Most Shopify stores don’t lose revenue because of pricing or traffic, they lose it at discovery. Shoppers increasingly search using occasions, moods, and constraints, but traditional search systems don’t understand this kind of intent. This breakdown explains why 20–40% of discovery opportunities quietly disappear and how teams can fix it without changing themes or plugins.
Dec 17, 2025
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Post by
Lokesh Sharma
Gen Z doesn’t shop with keywords anymore. They describe intent, occasions, moods, budgets, and constraints in full sentences. This research unpacks why traditional search fails modern shoppers, how conversational shopping restores discovery and what fashion brands must do now to avoid losing high-intent customers silently.
Dec 17, 2025
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Post by
Lokesh Sharma
Gen Z doesn’t shop with keywords anymore. They describe intent, occasions, moods, budgets, and constraints in full sentences. This research unpacks why traditional search fails modern shoppers, how conversational shopping restores discovery and what fashion brands must do now to avoid losing high-intent customers silently.
Gen Z doesn’t shop with keywords anymore. They describe intent, occasions, moods, budgets, and constraints in full sentences. This research unpacks why traditional search fails modern shoppers, how conversational shopping restores discovery and what fashion brands must do now to avoid losing high-intent customers silently.
All posts
All posts
All posts
A curated list of 7 high-signal D2C communities across WhatsApp, Slack, and Discord, free and paid - where merchants and D2C SaaS teams learn what’s working, find partners, and build momentum.
Traditional search matches keywords. LLM-based search finds semantically similar products. Conversational commerce goes a step further. It understands intent, shows relevant results and asks clarifying questions to guide shoppers toward better decisions.
Most Shopify stores don’t lose revenue because of pricing or traffic, they lose it at discovery. Shoppers increasingly search using occasions, moods, and constraints, but traditional search systems don’t understand this kind of intent. This breakdown explains why 20–40% of discovery opportunities quietly disappear and how teams can fix it without changing themes or plugins.
Gen Z doesn’t shop with keywords anymore. They describe intent, occasions, moods, budgets, and constraints in full sentences. This research unpacks why traditional search fails modern shoppers, how conversational shopping restores discovery and what fashion brands must do now to avoid losing high-intent customers silently.
Agentic commerce is a shift from tools to AI agents that actually run parts of an online business. Instead of configuring software, merchants set goals and AI systems handle discovery, support, merchandising, and growth. This piece explains why this shift is happening now and how it leads to a future where a single person can run a billion-dollar e-commerce business.
A curated list of 7 high-signal D2C communities across WhatsApp, Slack, and Discord, free and paid - where merchants and D2C SaaS teams learn what’s working, find partners, and build momentum.
Traditional search matches keywords. LLM-based search finds semantically similar products. Conversational commerce goes a step further. It understands intent, shows relevant results and asks clarifying questions to guide shoppers toward better decisions.
Most Shopify stores don’t lose revenue because of pricing or traffic, they lose it at discovery. Shoppers increasingly search using occasions, moods, and constraints, but traditional search systems don’t understand this kind of intent. This breakdown explains why 20–40% of discovery opportunities quietly disappear and how teams can fix it without changing themes or plugins.
Gen Z doesn’t shop with keywords anymore. They describe intent, occasions, moods, budgets, and constraints in full sentences. This research unpacks why traditional search fails modern shoppers, how conversational shopping restores discovery and what fashion brands must do now to avoid losing high-intent customers silently.
A curated list of 7 high-signal D2C communities across WhatsApp, Slack, and Discord, free and paid - where merchants and D2C SaaS teams learn what’s working, find partners, and build momentum.
Traditional search matches keywords. LLM-based search finds semantically similar products. Conversational commerce goes a step further. It understands intent, shows relevant results and asks clarifying questions to guide shoppers toward better decisions.
Most Shopify stores don’t lose revenue because of pricing or traffic, they lose it at discovery. Shoppers increasingly search using occasions, moods, and constraints, but traditional search systems don’t understand this kind of intent. This breakdown explains why 20–40% of discovery opportunities quietly disappear and how teams can fix it without changing themes or plugins.
Gen Z doesn’t shop with keywords anymore. They describe intent, occasions, moods, budgets, and constraints in full sentences. This research unpacks why traditional search fails modern shoppers, how conversational shopping restores discovery and what fashion brands must do now to avoid losing high-intent customers silently.