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Insights from Wizzy

E-commerce insights, AI search strategies, and product discovery trends to help you stay ahead of the competition.

Featured Article

AI Search
Featured

B2B Ecommerce Search: A Practical Guide to Part Numbers, Product Attributes, and Compatibility

B2B ecommerce search goes beyond keywords. Learn how to handle technical attributes, part numbers, and compatibility with confidence.

August 25, 2026
AP
Alok Patel

All Articles

Best Search and Discovery Tools for Fashion Ecommerce
AI Search

Best Search and Discovery Tools for Fashion Ecommerce

Fashion ecommerce needs search and discovery tools that can handle visual intent, style ambiguity, size complexity, and fast-changing inventory. The best platforms combine semantic search, visual search, personalization, filters, and merchandising so shoppers can move from inspiration to purchase without friction. For fashion brands in 2026, the strongest tools are the ones that help shoppers...

August 14, 2026
AP
Alok Patel
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When “No Results” Is Correct: A Triage Decision Tree for Ecommerce Search
AI Search

When “No Results” Is Correct: A Triage Decision Tree for Ecommerce Search

From answering shopper questions to guiding product discovery, conversational shopping is redefining ecommerce. Explore what it is, why it matters, and how brands can prepare for it.

August 7, 2026
AP
Alok Patel
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How to Balance AI Search Accuracy with Revenue-Driven Merchandising
AI Search

How to Balance AI Search Accuracy with Revenue-Driven Merchandising

AI search has changed ecommerce discovery by making results more relevant, more contextual, and easier to browse. But as brands add merchandising rules, boosts, and promotions, they often face a hard question: how do you keep search accurate while still driving revenue? The answer is balance. Search should satisfy shopper intent first, but it also...

July 27, 2026
AP
Alok Patel
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How AI Search Adapts to Returning Shoppers and Repeat Intent
AI Search

How AI Search Adapts to Returning Shoppers and Repeat Intent

AI search becomes much more powerful when it recognizes that not every shopper is new. Returning visitors often have different goals, stronger signals, and clearer preferences than first-time users. When a search system adapts to repeat intent, it can make the shopping experience faster, more relevant, and more likely to convert. For ecommerce brands, this...

July 24, 2026
AP
Alok Patel
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AI-Powered Filters for Better Product Discovery
AI Search

AI-Powered Filters for Better Product Discovery

AI-powered filters help shoppers find the right products faster by making filtering feel smarter, more contextual, and less mechanical. Instead of forcing users to manually click through rigid attributes, AI can surface the most relevant filter options, rank them based on intent, and adapt the results as the shopper browses. This matters because filters are...

July 11, 2026
AP
Alok Patel
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What Your Search Queries Reveal About Customer Intent
AI Search

What Your Search Queries Reveal About Customer Intent

Search queries tell you far more than what shoppers typed into your site. They reveal what people want, how urgently they want it, how confident they are, and what kind of buying journey they are on. For ecommerce brands, especially Shopify stores, this makes search data one of the most valuable signals you can analyze....

July 9, 2026
AP
Alok Patel
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Best AI Search Tools for Ecommerce 2026
AI Search

Best AI Search Tools for Ecommerce 2026: The Complete Buyer’s Guide (Top 10 Ranked)

Ecommerce stores live or die by search quality. 80% of shoppers use site search, converting 2-4x better than category browsers. But here’s the brutal reality: 22% of queries return zero results – “runing shose flat feet”, “red maxi under 5k size 8”, “anarkali wedding guest” all fail traditional keyword matching. AI search tools fix this...

May 29, 2026
AP
Alok Patel
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AI Agents in Ecommerce Shopping_ The Agentic Discovery Playbook
AI Search

AI Agents in Ecommerce Shopping: The Agentic Discovery Playbook (2026 Ultimate Guide)

Imagine telling your phone: “Find me a red maxi dress for a wedding under $100, size 8, preferably sustainable cotton.” Within seconds, an AI agent scours 1000s of products across sites, compares prices, checks reviews, and even negotiates a 10% discount—then completes checkout while you grab coffee. This isn’t 2030 vision—it’s agentic commerce in 2026....

May 20, 2026
AP
Alok Patel
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The New Competition_ Your Products vs AI Decision Systems (1)
AI Search

The New Competition: Your Products vs AI Decision Systems

Ecommerce has always been competitive. Your products vs competitors. Your pricing vs alternatives. Your brand vs others in the category. That model is changing. You’re no longer competing only against other products— you’re competing against how AI systems evaluate and select products. From Shelf Competition to System Competition Earlier, visibility depended on: Shelf placement (homepage,...

May 15, 2026
AP
Alok Patel
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