SuggestAPI - Search Discovery Layer Turn shopping intent into products, wherever people start.
Joined April 2026
- Tweets28
- Following24
- Followers7
- Likes1
Pinned Tweet
A catalog shouldn’t need separate integrations for shoppers, apps, and AI agents.
Same catalog. Same discovery job.
SuggestAPI separates the surfaces: direct Search Acceleration API for apps, Agent Gateway for MCP + WebMCP.
Full details: suggestapi.com/blog/suggesta…
#mcp #webmcp
"Waterproof hiking boots for Iceland in October under $250, women's size 9" isn't a keyword. It's a job.
Shoppers now build the shortlist in an AI chat, before the click.
Can an assistant find your products with today's price and today's stock?
Why discovery, decision and measurement moved, and the three stack changes that matter (no replatform):
suggestapi.com/blog/ecommerc…
An API key says who's calling. Not whose permission an agent carries, or when it expires.
We're piloting Principal Agent Protocol (PAP) for guest catalog search: signed mandates that only narrow. Experimental.
Builders: what should a merchant verify first?
How it works, including the six-step handshake and everything the pilot doesn't do:
suggestapi.com/blog/suggesta…
Scope: guest catalog search only. Experimental, no full PAP conformance claim.
We just submitted our project to the
@OpenAIDevs WebMCP hackathon
AI agents are increasingly capable of helping people research products, compare options, and make purchasing decisions, but most ecommerce websites were designed exclusively for humans.
devpost.com/software/suggeta…
tagging some people that might find this relevant:
@jxnlco
@prd_008
@sarah_edo
@Paul_Kinlan
@andreban
@kaskulikowski
@jgalilee
@dot_js
An assistant should not have to scrape your storefront to discover what your search stack already knows.
Can an AI Shopping Assistant Actually Search Your Catalog? A 6-Point Check
suggestapi.com/blog/ai-shopp…
#search #agenticcommerce #suggestapi
SuggestAPI now supports tenant-scoped UCP Catalog Search. SuggestAPI returns discovery results and handoff metadata.
suggestapi.com/blog/suggesta…
#Ecommerce #AIShopping #UCP #SuggestAPI
AI Overviews now appear on 14% of Google shopping queries (up 5.6x since Nov). 📈
How do you optimize for them? It's not keywords. It's your Merchant Center feed.
Full breakdown: suggestapi.com/blog/utilizin…
#GoogleShopping #SuggestAPI #AISEO
Everyone's adding llms.txt to their ecommerce site right now.
But here's the thing: llms.txt is passive.
It can't tell a shopping agent how to search your catalog. It can't hand off a cart. It's a text file, not a commerce API.
#SuggestAPI #AgenticCommerce #SearchAPI
SuggestAPI Now Supports the HTTP QUERY Method
As a discovery platform for agentic commerce, SuggestAPI sits between agents, storefronts, and live catalog infrastructure.
suggestapi.com/blog/suggesta…
SuggestAPI is a discovery platform, The Discovery Layer for AI Agents, and an Agent Search Layer for live commerce.
We’ve implemented Google ARD while merchants keep control of checkout and payment.
Read: suggestapi.com/blog/suggesta…
SuggestAPI is to search what OpenRouter is to LLMs.
When you build with AI models, you don't hardcode to one provider. You use an abstraction layer like OpenRouter to route generation.
suggestapi.com/blog/the-open…
#SearchAPI #SiteSearch #OpenRouter #AIagents
SuggestAPI now supports Google's Open Knowledge Format (OKF)! 🚀
AI agents need structured knowledge, not just keywords. OKF standardizes AI knowledge the way Schema.org standardized web content.
Read more: suggestapi.com/blog/suggesta…
#AI #Search #OKF
🤖 Made with AI
