5 BEFORE / AFTER EXAMPLES

1. “Give me 30 viral ideas.”
→ “Create 30 ideas across distinct audience jobs using my audience, pillars, source material, and production capacity.”
Why: no virality promise; less filler.

2. “Write a post about my product.”
→ “Create an educational post for [AUDIENCE] explaining one verified use case of [PRODUCT], with proof, limitation, and CTA.”
Why: clearer job and evidence.

3. “Make this sound better.”
→ “Audit voice, specificity, credibility, repetition, and CTA fit; rewrite the weakest 20%.”
Why: measurable revision.

4. “My video did badly because the algorithm hates long videos.”
→ “Compare the supplied data, identify confounders, and form testable hypotheses.”
Why: avoids unsupported platform claims.

5. “Use this testimonial everywhere.”
→ “Preserve the approved quote’s meaning, identify permission/claim risk, and adapt it to specific formats.”
Why: safer proof handling.
