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

Fingerprint v2.1

@ridge_ridge52

Eloise Shah · founder · US

I ship, then I talk.

Open on X

Followers

16,253

Posts / day

2.1

Active months

90d growth

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 density0.64

Citation rate0.42

Substantive replies0.60

Technical depth0.38

Originality0.65

Explanatory depth0.62

composite 0.55

Spam check

farm 0.13 · looks humanno coordination flags

Timing entropy: 0.88
Cadence regularity: 0.22
Duplication: 0.09
Follow churn: 0.06
Promo frequency: 0.01
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 0.28

Topics

startups0.84
ai0.28

Why this person — source posts

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

“Your burn multiple does not care about your positioning thread.”
id ridge_ridge52-1 · original · created 2026-09-19T17:16:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @ridge_ridge52 — 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:eedefb2d