Run the Numbers artwork

Run the Numbers

CJ Gustafson

Run the Numbers is a business podcast about financial metrics and business models for CFOs, aspiring CFOs, finance leaders, and ambitious people operating tech startups.

Topics: Business

Transcribe the entire archive

Fetch every episode as speaker-labeled Markdown in one script:

curl -s -H "x-api-key: YOUR_KEY" \
  https://spoken.md/podcasts/1723787140/episodes \
  | jq -r '.episodes[] | "\(.id) \(.title)"' \
  | while IFS=' ' read -r id title; do
      slug=$(echo "$title" | tr '[:upper:]' '[:lower:]' | tr -cs 'a-z0-9' '-' | sed 's/-*$//')
      [ -f "${id}-${slug}.md" ] && continue
      curl -s -H "x-api-key: YOUR_KEY" \
        -o "${id}-${slug}.md" \
        https://spoken.md/transcripts/$id
      sleep 0.34
    done

Each episode costs 1 credit. Already-saved files are skipped — safe to re-run after a top-up.

Example Transcripts

Any episode from this podcast is available via the API — get started.

Get any Run the Numbers episode as clean, speaker-labeled Markdown — ready for your AI agent.

curl -H "x-api-key: pt_demo" \
  https://spoken.md/transcripts/{episodeId}

No subscription. Credits never expire. Try free with pt_demo.