Keep the two scores separate

ThoughtCite scores every draft with two independent numbers: LinkedIn Feed Score (LFS) and AEO Citation Score (ACS). Keep them separate when making edits.

These are decision-support scores, not guarantees. A high score does not guarantee reach, engagement, ranking, or citation. A lower score can still be worth publishing if the idea is timely, personal, or strategically important.

LinkedIn Feed Score (LFS)

LFS evaluates signals such as hook strength, first-sentence length before the see-more cutoff, post length, readability, line breaks, external link risk, CTA clarity, and save-worthy specificity.

AEO Citation Score (ACS)

ACS evaluates signals such as factual density, specific claims, concrete numbers, clear declarative statements, original observations or data, authoritative but supportable language, and source-citable structure.

Anti-slop report

ThoughtCite also checks for AI-sounding language. Use the report to make surgical edits, but do not accept rewrites blindly if they change facts, stance, or voice.