Engagement isn't 'leave a comment'

The cheap engagement trap

Most engagement tools generate this: "Great post! 🔥". That's not engagement. That's spam.

Real engagement is leaving a comment that costs you something — credibility, time, a small bet. Posts under your comment that signal you're worth following back.

The 3-variant framework

Hannah composes 3 variants per target post:

Agree + extend. Validate the thesis, then add a nuance. "This resonates — and the underrated piece is X."

Respectful pushback. Mostly agree, then push: "One nudge — this works at scale Y, but flips at scale Z. Curious if you've seen that."

Ask deeper. Skip the agreement, ask the question their post implied but didn't answer.

Pick whichever fits the post. Hannah surfaces all three; you pick the one with the highest authentic match.

Why three?

Because the right variant depends on context. Agree-extend works for warm targets. Pushback works for thought leaders who'll respect a credible counter. Ask-deeper works when you're new to their audience and need to look interested without sucking up.

You're a human picking the right move. Hannah just removes the "blank cursor" friction.