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Data engineer wiring Megido into a research agent

Map a topic to Megido's niches before going further

The niches closest to a topic, with their size, growth and labelling confidence, ready for the next step.

You: Which Megido niches are closest to «staff shift scheduling for clinics»? Give me ids for the next steps.

Megido search_cohorts3 niches
Agent:
[
  {"niche_id": "<id>", "niche": "Medical and veterinary practice management SaaS", "level": 2, "size": "50-199", "share_growing": 36, "label_confidence": "high"},
  {"niche_id": "<id>", "niche": "Musculoskeletal healthcare providers", "level": 2, "size": "200-999", "share_growing": 33, "label_confidence": "high"},
  {"niche_id": "<id>", "niche": "Healthcare portals and medical centers", "level": 2, "size": "0-9", "share_growing": 33, "label_confidence": "low"}
]

None of them is about shift scheduling as such: the closest is clinic practice management software, which includes scheduling. The third niche has low labelling confidence; skip it.

Real data from the corpus, as of August 2026. Growth compares the latest month with the one before.

How your agent answers

  1. search_cohorts returned the three niches closest in meaning to the topic.

Where it stops. These are the closest niches, not every fitting one. An empty or distant result means the topic is not covered, and the agent should say so. Ids are issued to each organization, so the example shows <id>.

Ask your agent

Which Megido niches are closest to «[topic]»? Give me ids for the next steps.

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Ask your agent today

Megido is in early access. Request access, or sign in if you already have an account. If your team is already on Megido, ask its owner for an invitation. Then ask from your AI agent, in the Megido chat, or as a task for Megido's agents.

In Claude Code, add the server, then run /mcp and choose to authenticate:

claude mcp add --transport http megido https://api.megido.io/mcp

Claude, ChatGPT, Cursor, VS Code and other apps, by signing in or with an API key: step by step.