Product features

The LinkedIn editor for posts that sound human and compound beyond the feed.

ThoughtCite combines voice-matched drafting, anti-slop editing, pre-publish scoring, and answer-engine visibility tracking in one creator workflow. LFS and ACS stay separate so you can optimize for reach and citation readiness without hiding tradeoffs.

Voice-matched drafting

Build a voice profile from LinkedIn history or pasted posts, then generate drafts that preserve cadence, recurring angles, tone, and hook patterns.

  • LinkedIn OAuth or manual paste
  • Three draft variants
  • Voice cues shown before editing

Anti-slop editing

Catch generic AI language before your audience does with vocabulary, phrase, structure, and tonal scans.

  • AI-sounding phrase detection
  • Tonal drift scan
  • Surgical rewrite suggestions

LinkedIn Feed Score

Pre-publish feedback for the human feed: hook clarity, first-sentence cutoff, post length, readability, CTA quality, and save-rate signals.

  • 0–100 score
  • Specific improvement prompts
  • Format recommendations

AEO Citation Score

A separate pre-publish score for answer-engine visibility signals: factual density, specificity, structured claims, concrete numbers, and authoritative language.

  • Kept separate from Feed Score
  • Designed for citation readiness
  • No guaranteed ranking claims

Citation tracking

Monitor prompts across ChatGPT, Claude, Perplexity, and Gemini, then connect visibility back to your topics and posts.

  • Weekly or daily refresh by tier
  • Prompt library
  • Post-to-citation attribution

Benchmarking and reporting

Pro and higher tiers add competitor citation benchmarks, exports, and topic-level visibility to help serious operators decide what to repeat.

  • Competitor benchmarks
  • CSV export
  • Topic heatmaps

What ThoughtCite is not

It is not a LinkedIn automation bot, auto-DM tool, engagement pod, or guaranteed-reach system.

It is a quality and feedback layer for serious posters: draft in your voice, remove slop, score the post, publish with more confidence, and track whether your expertise is becoming easier to find.