# Mark Kentwell (@mark_kentwell) on tiktok

- id: koinon:creator:tiktok_mark_kentwell
- url: https://koinonlink.com/kol/tiktok/mark_kentwell
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: mark_kentwell
- platform_url: https://www.tiktok.com/@mark_kentwell
- website: https://linktr.ee/mark_kentwell
- country: Australia
- entity_type: creator
- person_id: koinon:person:tiktok_mark_kentwell

## Reach
- followers: 3067
- following: 165
- posts_observed: 5
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Claude AI for real estate and business automation, Vibecoding and building internal tools with AI, AI tool rankings and practical use cases, Real estate agency operations and exits, In-house AI builds vs agencies
- bio: Real estate & AI operating systems 🏠
3x 8 figure founder building $250M+ valuation 🚀 Documenting the messy middle 🎬 Deep dives +full playbook⬇️

## Audience (inferred)
- status: present
- description: Real estate agents, principals, property managers and small business founders in Australia (esp. Melbourne/Geelong) who want to use Claude and other AI tools for automation and client work
- roles: automation
- seniority: practitioner
- pain_points: Spending weeks on presentations, client briefs and onboarding that could be done in hours, Not knowing which AI tools are actually worth paying for or safe to use in client work, Agency hires that can't iterate fast enough compared to building in-house, Risk of AI skills creating security or quality problems without proper setup
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 37
- authenticity_basis: profile_shape_only
- credibility_score: 37
- 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.

## 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=66, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=66, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=66, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=66, 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=66, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=65, 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=66, 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=65, 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=65, method=platform_profile

## Freshness
- profile_checked_days_ago: 65
- content_analysed_days_ago: 66
- audience_updated_days_ago: 66

## AI retrieval
- indexing_requests: 8
- 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_mark_kentwell
- Request removal: https://koinonlink.com/claim?k=tiktok_mark_kentwell
- Terms: https://koinonlink.com/for-ai