Ecommerce Playbook: Numbers, Struggles & Growth
Common Thread Collective · 457 episodes with transcripts
2020 transformed the world of ecommerce forever. For the modern DTC brand, the rewards have never been greater. But the waters have also never been choppier, and the way forward has never been more uncertain. So how do you navigate this dangerous new reality?
The whole back catalog
457 episodes of Ecommerce Playbook: Numbers, Struggles & Growth have transcripts. Fetch them all as speaker-labeled Markdown in one script — 1 credit each, and re-fetching one you already have is free:
curl -s -H "x-api-key: YOUR_KEY" \
https://spoken.md/podcasts/1087933109/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}-${slug}.md" ] && continue
curl -sf -H "x-api-key: YOUR_KEY" \
-o "${id}-${slug}.md" \
https://spoken.md/transcripts/$id || rm -f "${id}-${slug}.md"
sleep 0.34
doneAlready-saved files are skipped — safe to re-run after a top-up.
500 credits — more than the 457 you need, because the larger tier costs less. Credits never expire. Excludes VAT, added at checkout for EU customers.
Example Transcripts
- The Video Volume Secret Behind Every Winning TikTok Shop Program
- The Machine: How We Back-Check Every Q4 Plan Before BFCM
- We Acquired the Fastest-Growing TikTok Shop Agency.
- Why September Is the Most Important Month of Your Q4
- The Supplement Industry Is Broken, Sports Cheating Is Rational, and Influence Is Misunderstood
- The Re-Hire Nobody Saw Coming
- The Service That Turned a Brand's Worst Summer Into Its Best.
- Taylor and Andrew Debate Cost Controls (We Ran the Numbers)
- D2C Brands Grew 15% in H1 (But At What Cost)
- We're Opening Our Doors to 7-Figure Founders This September
- Google Ads: CTC's Complete Playbook
- Your Unsold Inventory Is Costing You More Than You Think
- Cashmas in July: Turn Q3 Inventory Into Q4 Cash
- How 7-Figure Brands Can Win in Q3
- How Meta Actually Works in 2026
- The Measurement Gap: iROAS, Geo Holdouts, and Progressive Truth
- The Modeling System That Powers 30%+ Revenue Growth
- We Tested AppLovin Discovery for 4 Months. Here's What Happened.
These are examples, not the full list — see everything available from this show via the API, get started.
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Any Ecommerce Playbook: Numbers, Struggles & Growth episode comes back as Markdown with the speakers named, one credit each.
curl -H "x-api-key: YOUR_KEY" \
https://spoken.md/transcripts/1000792028574No subscription. Credits never expire. Prices exclude VAT, added at checkout for EU customers. Try free with pt_demo.