# Shannan E. Johnson (@shannanejohnson) on tiktok

- id: koinon:creator:tiktok_shannanejohnson
- url: https://koinonlink.com/kol/tiktok/shannanejohnson
- schema_version: 1.2

## Identity
- platform: tiktok
- handle: shannanejohnson
- platform_url: https://www.tiktok.com/@shannanejohnson
- website: www.theprofessionalpen.com
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 77349
- following: 120
- posts_observed: 1
- verified: false
- size_tier: koc

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: entertainment
- subcategory: edu_science
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: screenwriting tips and resources, pitching to Netflix and streamers, indie filmmaking and development, Hollywood industry insights, D9/Greek life and personal stories
- bio: Professional Quitter. 💅🏾 
Screenwriter → TV Exec → Broadway Dancer → Accidental Entrepreneur
Houston bred 🤘🏽 | LA based 🌞

## Audience (inferred)
- status: present
- description: Aspiring and working screenwriters, independent filmmakers, and Hollywood/TV industry hopefuls seeking pitching, development, and craft advice
- roles: content
- seniority: practitioner
- pain_points: Scripts getting rejected or ignored by executives due to lack of polish, Navigating Hollywood gatekeeping and unclear development processes, Budget constraints for hiring development help in indie projects, Risk of losing personal voice when using AI tools for writing
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 56
- authenticity_basis: profile_shape_only
- credibility_score: 56
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_shannanejohnson#c3eea056] She's growing into a well-disciplined performer. #blueivy #cowboycartertour #dancerslife #beyonce (https://www.tiktok.com/@shannanejohnson)
- [tiktok_shannanejohnson#94bf4e2f] original sound - shannanejohnson
- [tiktok_shannanejohnson#221bb66a] It is a becoming a big trend on TikTok now! Click here: blueivy
- [tiktok_shannanejohnson#2dc2dcf7] Check out Shannan E. Johnson’s video! #TikTok >
- [tiktok_shannanejohnson#6b7e645e] Search:
- [tiktok_shannanejohnson#2c124b35] blue ivy cowboy carter
- [tiktok_shannanejohnson#ce051770] We love to see it! #d9 #dst #deltasigmatheta #d9greeks
- [tiktok_shannanejohnson#470a9eca] Want to get your project on Netflix (or any other streamer/network, etc.)? Here's how.  #screenwriting #Netflix #screenwritingtips #pitchingtips #screenwriter

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=24, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=0, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=24, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=24, method=platform_profile

## Freshness
- profile_checked_days_ago: 24
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=tiktok_shannanejohnson
- Request removal: https://koinonlink.com/claim?k=tiktok_shannanejohnson
- Terms: https://koinonlink.com/for-ai