Could Have Been Email

📊 Text Analysis 🌭 Mild 71,941 calls

The Could Have Been Email API accepts a meeting transcript and returns a definitive assessment of whether the meeting justified its own existence. It evaluates information density, decision count, and the ratio of productive content to small talk. The suggested_email field provides what should have been sent instead. Uses AI to read between the lines of your corporate theater.

Try It — No Seriously

Could Have Been Email.exe
_ ×
The meeting transcript. Doesn't need to be verbatim. We've seen worse.
Meeting duration in minutes.
Number of people whose time was consumed.
Is this a recurring meeting? Multiplies the tragedy.

Parameters

Parameter Type Required Default Description
transcript string Required The meeting transcript. Doesn't need to be verbatim. We've seen worse.
duration number Optional 30 Meeting duration in minutes.
attendee_count number Optional 4 Number of people whose time was consumed.
recurring boolean Optional false Is this a recurring meeting? Multiplies the tragedy.

Examples

curl "https://api.stupidapis.com/could-have-been-email/analyze?transcript=Let+us+sync+on+the+Q3+roadmap&duration=60&attendee_count=12"
import requests

response = requests.get(
    "https://api.stupidapis.com/could-have-been-email/analyze",
    params={"transcript": "Let us sync on the Q3 roadmap", "duration": 60, "attendee_count": 12}
)
print(response.json())
const response = await fetch(
  "https://api.stupidapis.com/could-have-been-email/analyze?transcript=Sync+on+roadmap&duration=60&attendee_count=12"
);
const data = await response.json();
console.log(data);

Response Schema

Field Type Description
verdict string Whether this could have been an email
email_probability number Probability this meeting was unnecessary (0-100)
time_wasted string Total person-hours consumed
productive_moments number Number of moments where actual decisions were made
suggested_email string The email that should have been sent instead
attendee_guilt_distribution object Who is most responsible for this meeting existing

Example Response

{
  "verdict": "This was absolutely an email.",
  "email_probability": 97,
  "time_wasted": "12 person-hours (720 person-minutes)",
  "productive_moments": 1,
  "suggested_email": "Hi team, here's the Q3 roadmap. Comments by Friday. Thanks.",
  "attendee_guilt_distribution": {
    "organizer": "78%",
    "person_who_asked_a_question": "15%",
    "everyone_else": "7% (for not declining)"
  }
}

MCP Access

This API is available as an MCP tool for AI assistants. Connect your agent to:

POST https://api.stupidapis.com/could-have-been-email/mcp
POST https://api.stupidapis.com/mcp

Use Pipeworx to connect this MCP tool to Claude, ChatGPT, and other AI assistants with no code.

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