# Membership.io (@membershipio) on tiktok

- id: koinon:creator:tiktok_membershipio
- url: https://koinonlink.com/kol/tiktok/membershipio
- schema_version: 1.4

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

## Reach
- followers: 2295
- following: 113
- posts_observed: 6
- verified: false
- size_tier: nano

## 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: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Claude agents and workflow automation, Solo business time management struggles, Office humor and coworker dynamics, Switching from chat to agent-style AI usage, Productivity hacks for solopreneurs
- bio: Turn your followers into recurring revenue. FREE trial 👉 https://membership.io/

## Audience (inferred)
- status: present
- description: Solopreneurs and solo operators running small businesses who use Claude and AI tools to handle multiple roles
- roles: automation
- seniority: practitioner
- pain_points: Wearing too many hats with no team to delegate to, Daily pressure to create content while running operations, Getting mediocre AI output instead of agents that execute full workflows, Burnout from constant context switching and unfinished tasks
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- 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_membershipio#cb6d1c35] asked for career advice got a career change (https://www.tiktok.com/@membershipio)
- [tiktok_membershipio#7b9b3616] original sound - membershipio
- [tiktok_membershipio#7953be14] Check out Membership.io’s video! #TikTok >
- [tiktok_membershipio#c16f859c] the only person who can approve my time off is also the exact reason i can't take any. we have so much to talk about.
- [tiktok_membershipio#a1790f30] i'd delegate but the entire team is just me in slightly different chairs. give me a number: how many hats are you wearing today?
- [tiktok_membershipio#892bda71] running the entire business was fine right up until someone said 'you should also be posting every day'. be honest, how many half-finished drafts are sitting in your notes app right now?
- [tiktok_membershipio#28629a84] tell claude to act as a ghostwriter writing your biography. sounds weird. it works. it interviews you about your business, your preferences, your goals and dream outcomes, then hands back the next five moves to make immediately. a biogra

## 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=85, 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=85, 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=85, method=platform_profile

## Freshness
- profile_checked_days_ago: 85
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

## AI retrieval
- indexing_requests: 11
- 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_membershipio
- Request removal: https://koinonlink.com/claim?k=tiktok_membershipio
- Terms: https://koinonlink.com/for-ai