SuggestAPI
SuggestAPI mengekspos alat-alat perdagangan melalui MCP dan WebMCP di Agent Gateway-nya.
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The discovery layer
Turn shopping intent into products, wherever people start.
Shoppers and agents start with a job to do, not a keyword. SuggestAPI holds that intent through find, compare, recommend, and handoff, on the search you already run, or a SuggestAPI index if you don’t have one.
Start BuildingSee how it works
Shoppers · Apps · AI agents
01
Discovery signal active
Algolia · Typesense · Elasticsearch · Meilisearch · Shopify
Why we built this
You shouldn’t need a new discovery layer for every assistant.
People shop with messy, persistent intent. Existing search drops that context after one query. Merchants shouldn’t have to rebuild discovery for every new assistant just to keep the shopper moving.
Shoppers, apps, and agents reach SuggestAPI first. We hold the shopping job, then retrieve, compare, recommend, and hand off, while your catalog, search, and checkout stay underneath.
Shoppers, apps, and AI agents reach SuggestAPI first. Shopping intent is held there. Your catalog stays underneath, on the search you already run or a SuggestAPI index.
Discovery surfaces
Shoppers · Apps · AI agents
↓
The layer in the middle
SuggestAPI
↓
What sits underneath
Your search, or ours
IntentRetrieveCompareRecommendHandoff
One layer for the shopping journey
Keep the intent through the whole path to purchase.
Acceleration, intelligence, and agent discovery sit in front of the engine you already chose, so a new shopping assistant doesn’t mean a new search stack, and a follow-up question doesn’t mean starting over.
01 / Find
Search Acceleration
Get the shopper to the right products fast: caching, routing, query rewriting, and delivery on the engine you already run.
Ask → Find
02 / Understand
Discovery Intelligence
Hold shopping intent across refinements: use, budget, season, constraints, not just the last keyword.
Intent → Retrieve
03 / Finish
Agent Discovery
The same catalog, structured so assistants can compare, recommend, answer, and hand off to checkout.
Compare → Handoff
Your search, catalog, and checkout stay where they are.
Read the full category story →
Built for how people shop.
Start with the job, not the query.
A shopper needs hiking boots for Iceland in October under $250. That’s not a keyword. SuggestAPI turns it into discovery they can refine, compare, and buy from, on the engine you already run.
⌕“hiking boots for Iceland in October under $250”
- Find it
- Refine it
- Compare it
- Recommend it
- Hand it off See the category story →
Human path
Intent → products
Same intent, ready for agents
Built for the agent that needs to finish the trip.
Agents don’t want a feature list. They need to keep the shopper’s job intact (search, compare, answer, and hand off to commerce) without changing the catalog underneath.
{id · title · price · size · in_stock}
- Find it
- Compare it
- Ask it
- Recommend it
- Hand it off Explore the protocols →
Agent path
Intent → structure
For your stack
Keep the shopping journey on the stack you already run.
Keep Algolia, Typesense, Elasticsearch, Meilisearch, or Shopify. SuggestAPI sits in front so you capture shopping intent without replacing the search and checkout you already trust. If you don’t have an engine yet, start on a SuggestAPI index.
ShopifyCommerce platformAlgoliaSearch engineClaude CommerceCommerce agentCloudflare AI SearchAgent search
Also Typesense, Elasticsearch, Meilisearch. Adapter notes in Bring Your Own Search.
Built for the agentic web.
Meet shoppers where they already ask.
Intent that starts in ChatGPT, Gemini, a copilot, or a shopping agent still needs to land on your products. SuggestAPI is the discovery layer that makes that handoff possible.
ARDUCPACPMCPA2AWebMCPAgent Skills
Shopping intent that starts in ChatGPT, Gemini, copilots, or shopping agents still lands on your catalog through SuggestAPI Agent Discovery.
Your catalog
Discovery
SuggestAPI Agent Discovery
Agent-ready
ChatGPT · Gemini · copilots
shopping agents · custom agents
Intent first
Hold the shopping job, not just the query
Zero
Search migration
One API
Every backend you already run
One journey
Shoppers, apps, and agents
Capture demand your search is losing.
Add a discovery layer without replacing the stack you have.
Connect the search you already run, or start on a SuggestAPI index. Hold shopping intent from the first ask through purchase, for people and agents.
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