Blog
Product thinking, search insights, and launch notes.
Articles for teams building smarter search, better discovery, and more useful suggestion experiences.
August 22, 2026
Can an AI Shopping Assistant Actually Search Your Catalog? A 6-Point Check
A practical checklist for live inventory, intent, variants, policies, storefront handoff, and discovery analytics — without replacing your search engine.
August 19, 2026
SuggestAPI Skills: Give Your Coding Agent the Right Search Playbook
Job-specific Agent Skills for catalog search, autocomplete, Shopify, migrations, agent retrieval, and catalog ingestion — so the agent follows the playbook, not a guess.
August 15, 2026
SuggestAPI Adds UCP Catalog Search Support
Tenant-scoped Universal Commerce Protocol catalog search over REST — free-text queries, category and price filters, and cursor pagination without replatforming checkout.
August 3, 2026
Utilizing Google Shopping Feeds for Ecommerce AI SEO
Why your Merchant Center feed now drives AI Mode and AI Overviews visibility — and how SuggestAPI publishes a Shopping-compatible feed from your search index.
July 25, 2026
Beyond llms.txt: How to Make Your Ecommerce Catalog Truly Agent-Ready
Why static AI guidance is only the starting point—and live commerce needs structured capability discovery, current catalog search, and safe checkout handoff.
July 21, 2026
Autocomplete API Reddit
The questions teams ask before they pick an autocomplete API — without a vendor bake-off or a search migration.
July 16, 2026
SuggestAPI Now Supports the HTTP QUERY Method
HTTP QUERY (RFC 10008) brings safe, idempotent semantics to structured full-search requests — with POST /query still available for compatibility.
July 16, 2026
SuggestAPI Implements Google’s Agentic Resource Discovery Specification
SuggestAPI now publishes an ARD-compatible catalog — The Discovery Layer for AI Agents and an Agent Search Layer for live commerce.
July 9, 2026
Google ARD Reddit
What Agentic Resource Discovery actually is — and how it differs from a text file and a checkout bot.
June 17, 2026
The OpenRouter for Search: Why Retrieval Needs an Abstraction Layer
One API for every search engine. Route queries, normalize results, and stay in control — the universal retrieval layer for AI agents.
June 14, 2026
SuggestAPI Now Supports Google's Open Knowledge Format (OKF)
Expose curated knowledge as structured, agent-ready OKF bundles using Google's open standard.
May 20, 2026
Search Suggestions API Reddit
Why prefix autocomplete fails in production, and what a search suggestions API should return before the shopper hits Enter.
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.
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.
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.
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.
