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Product thinking, search insights, and launch notes.

Articles for teams building smarter search, better discovery, and more useful suggestion experiences.

May 13, 2026

How to Choose Autocomplete Search Software for a Modern Product

A practical evaluation guide for teams comparing autocomplete API tools, typeahead products, and search suggestion systems.

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Illustration of a developer at work with ecommerce and discovery icons, representing evaluation of autocomplete search software.

May 12, 2026

What a Search Suggestions API Should Do Before the User Hits Enter

Why the strongest suggestion systems help users make progress instead of only predicting text.

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Futuristic illustration of a search query flowing into a network and ranked suggestion results for a search suggestions API.

May 8, 2026

Modern Agents Need Search, but They Also Need Intent Understanding

Why production AI agents need both retrieval and intent-aware ranking to turn fuzzy requests into the right next action.

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Diagram showing AI agent search, semantic matching, intent ranking, and action routing.

May 6, 2026

Understanding the Dimensions of User Intent: A Key to Modern Search

A practical framework for how content understanding, user understanding, and domain understanding work together to power intent-aware search.

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Diagram showing how content understanding, user understanding, and domain understanding overlap to form user intent.