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Grow & Retain · Prompt

Framework adoption and growth opportunities

See which frameworks your clients run, and which clients are good candidates for the next one.

ControlMap
Requires MCPby Greg Brydon · Solutions Engineer

Needs an LLM client connected to ScalePad MCP — Claude Desktop, Cursor, Windsurf or similar. Without it the assistant cannot call the recipe's tools.

User prompt

Across all ControlMap clients, show:
- How many clients use each framework
- Clients who are over 80% compliant on their current framework (ready for a next step)
- For each of those, the most natural next framework and how much of it their existing evidence already covers

Build it as an artifact with a ranked list I can take into account planning. Use only real ControlMap data.

How to work with the ControlMap API (ScalePad MCP):
- Find the client with GET /controlmap/v1/clients/health and use its tenant ID (for example "dundmif") in every request. Some clients have no UUID.
- Send the header Content-Type: application/json on every POST, PUT and PATCH, including searches.
- Use page_size of 50 or less and follow next_cursor. The "fields" parameter is ignored, so responses are large.
- Judge controls by "status", not the "compliant" flag. Objective lists include sub-objectives, so take totals from objective_summary.
- Use framework-level scores and labels. The overall score_label on client health can be wrong.
- Older policy sections may be URL-encoded twice: decode them and use the highest version of each section.
- If a call returns 502 or fails to connect, wait a few seconds and retry once. If it still fails, tell me exactly which data is missing.

# Framework adoption and growth opportunities

Hook: See which frameworks your clients run, and which clients are good candidates for the next one.

When to use it

Account planning or pricing reviews.

What you get

An artifact with framework adoption and a ranked opportunity list.

Status

Tested against the ControlMap API on October 16, 2026. Only asks for what the API supports.

GBAuthorGreg BrydonSolutions Engineer · ScalePad

Recipes are starting points. Adapt them to your environment and validate the output before putting one into practice.

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