✨Subscriber Benefits
Everything included in Non-Brand Data. Updated: February 2026
Non-Brand Data Subscriber Benefits
This is the up-to-date summary of what you get as a free reader, paid member, or founding member. I keep this post updated when something changes.
Full version
Free subscribers
Start here: NBD Focus Map (Free PDF)
What you get:
Focus Map plus the best posts in order
Public posts and the public archive
Subscriber chat and comment threads
Paid members
What you get:
Member-only deep-dive posts plus full archive
Monthly template pack
Vault reading list page
Founding members
What you get:
Everything in Paid
Priority feedback plus one annual review call
The annual review call is for one project or portfolio entry. We focus on what to change so it is hiring-manager-ready.
One-time purchases (optional)
These are separate from subscriptions. Buy once and reuse anytime.
Data Science Resume Template (FREE)
How to redeem your benefits
All subscribers
Paid members
Access member-only posts by logging in with the email you used to subscribe
Template packs are delivered by email and will also be collected in one place as the vault grows
The member vault reading list will be added here once it is published
Founding members
Reply to any email with the subject: Founding review
Include:
a link to your project/repo/write-up
What do you want feedback on. I will send the booking link, and we will schedule the 30 minutes.
Note: If you ever feel lost in the archive, do not scroll. Start with the Focus Map, or use the Vault reading list.