# Life in Writing (@life_in_writing) on tiktok

- id: koinon:creator:tiktok_life_in_writing
- url: https://koinonlink.com/kol/tiktok/life_in_writing
- schema_version: 1.4

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

## Reach
- followers: 30403
- following: 115
- 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: software
- subcategory: martech
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: freelance writing jobs and opportunities, side hustle ideas for writers including AI tools, SEO writing and copywriting tips for beginners, client acquisition and portfolio building, holiday season freelance writing strategies

## Audience (inferred)
- status: present
- description: aspiring freelance writers and beginner copywriters seeking side hustle income and client acquisition tips
- roles: content
- seniority: learner
- pain_points: finding consistent freelance writing jobs and clients, building initial portfolio and experience as beginners, learning SEO and copywriting skills to stand out, generating extra income during slow seasons like holidays
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 50
- authenticity_basis: profile_shape_only
- credibility_score: 50
- 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_life_in_writing#f21f7852] Replying to @freelyloveyou These are my go-to’s for finding freelance writing jobs! 😊🙌 #freelancewriter #makemoneywriting #writingjobs (https://www.tiktok.com/@life_in_writing)
- [tiktok_life_in_writing#817f20e4] original sound - xsarina.k
- [tiktok_life_in_writing#875edcad] It is a becoming a big trend on TikTok now! Click here: freelancewriter
- [tiktok_life_in_writing#b4abbcf8] Check out Life in Writing’s video! #TikTok >
- [tiktok_life_in_writing#730837c5] Do you have any podcast recommendations? Share them in the comments ⬇️💫
- [tiktok_life_in_writing#6b6c9f4a] original sound - life_in_writing
- [tiktok_life_in_writing#80fee1bf] #duet with @alexfasulobiz - Level up your writing skills with these tips! 🔥 #copywritersoftiktok #freelance  #freelancetips  #freelancinglife  #freelancework  #freelanceservices  #freelancewriting  #freelancewritingtips  #freelancecopywriter  #freelancewriter  #freelanceghostwri
- [tiktok_life_in_writing#3ec4ab20] Two is always better than one, so show us your perfect #Duet.

## 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=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=72, 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=72, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=96, 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=72, 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=96, 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=96, method=platform_profile

## Freshness
- profile_checked_days_ago: 96
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

## AI retrieval
- indexing_requests: 12
- 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_life_in_writing
- Request removal: https://koinonlink.com/claim?k=tiktok_life_in_writing
- Terms: https://koinonlink.com/for-ai