| đ | https://x.com/d3nathaniel |
| Tech Stack | Rust, Go, Java, Solidity, React |
3/ How to spot bot-style content farms on X đ€
3. Automated or outsourced bot accounts
Posting random lifestyle pics + investment quotes every day.
Behind the scenes: AI-generated or team-run content farms.
Why?
- Grow and sell accounts
- Build trust before shilling
- Funnel users to scam networks
Youâll notice repeated phrases, stock photos, zero real interaction.
2/ How to spot scam/bait accounts (pig butchering style) đ·
2. Scam bait accounts
They look like rich investors but theyâre fishing for victims.
Pattern:
- Like your post
- DM to chat about investing or dating
- Invite you to some âexclusive platformâ
Once they mention âguaranteed returnsâ or âlet me trade for youâ â block and move on.
1/ How to spot marketing accounts on X đ§”
Youâll see accounts posting ski trips, nice food, charts of Bitcoin going up and down.
A lot of them fall into 3 categories đ
1. Personal-brand marketing accounts
Lifestyle + finance = trust bait.
Goal: sell courses, grow Telegram groups, promote low-cap tokens.
Posts look polished, tone sounds smart, and they reply a lot to build trust.
3/4 I prioritize publishing long posts on Paragraph first and sync regularly to Substack and Medium depending on my schedule.
Iâve tried several third-party cross-posting tools, but often have to adjust article styles and am not fully satisfied.
2/4 which takes up about 90% of my writing time.
I sync short posts or tweets on X and Bluesky. Longer articles I publish on Paragraph, Substack, and Medium. As a Web3 tech practitioner, Iâm also a deep user of Web3 products.