DEMODEMO graph: 51 sample follows. Not anyone's real X following. X does not give Mila that graph without OAuth.

Fingerprint v2.1

@grain_draft53

Maren Keane · founder · US

Customers first, narrative later.

Open on X

Followers

4,905

Posts / day

2.1

Active months

90d growth

20%

How they post

Scores from 0 to 1. Higher density and citations = more signal. Farm score is how robotic the posting looks — not a court verdict.

Information density0.69

Citation rate0.46

Substantive replies0.52

Technical depth0.33

Originality0.61

Explanatory depth0.81

composite 0.57

Spam check

farm 0.22 · watchno coordination flags

Timing entropy: 0.69
Cadence regularity: 0.35
Duplication: 0.09
Follow churn: 0.05
Promo frequency: 0.08
CTA patterns: 1

Uncalibrated heuristic. Inputs: cadence regularity, timing entropy, duplication, follow churn, promo frequency. No labeled precision/recall/Brier. Not a verdict. Not grounds to punish an account.

Network

Communities: founders

bridge_score 0.38

Topics

startups0.86
ai0.29

Why this person — source posts

INDEXED SAMPLE posts. Internal ids, snapshot time, quoted text. These are not live X permalinks.

“Hire for the incident, not the offsite.”
id grain_draft53-1 · original · created 2026-09-14T13:10:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @grain_draft53 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:273e74cf