# rory.chockman (@rory.chockman) on tiktok

- id: koinon:creator:tiktok_rory.chockman
- url: https://koinonlink.com/kol/tiktok/rory.chockman
- schema_version: 1.4

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

## Reach
- followers: 5552
- following: 105
- posts_observed: 13
- 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: Make.com and Zapier tutorials and advanced features, AI automation agency building and client services, AI SEO and content automation for organic growth, Voice agents and AI outreach automation, AI agents, workflows and error handling best practices

## Audience (inferred)
- status: present
- description: Small business owners, freelancers and aspiring AI automation agency builders focused on no-code tools like Make.com and Zapier
- roles: automation
- seniority: practitioner
- pain_points: Manually onboarding clients and handling repetitive business processes, Struggling to scale marketing/SEO/outreach without large teams, Keeping up with rapidly changing AI tools and how to actually implement them, Building reliable automations that don't break or require constant fixes
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 41
- authenticity_basis: profile_shape_only
- credibility_score: 41
- 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_rory.chockman#e7848887] TOP SECRET!!! DO NOT REPOST #rapidapi #aitips #aiautomation #ainews #make.com #automation #chaptgpt #tutorial #aitutorial (https://www.tiktok.com/@rory.chockman)
- [tiktok_rory.chockman#05285a45] original sound - rory.chockman
- [tiktok_rory.chockman#5c84e14a] It is a becoming a big trend on TikTok now! Click here: chaptgpt
- [tiktok_rory.chockman#ad976b79] Check out rory.chockman’s video! #TikTok >
- [tiktok_rory.chockman#6b7e645e] Search:
- [tiktok_rory.chockman#9abea9bf] ai automation
- [tiktok_rory.chockman#f076082f] Best tools for automation in 2024 #aiautomation #automation #aibusiness #aitools #aitipsandtricks #aihack #aiapps
- [tiktok_rory.chockman#395ee935] Best Skill in 2024 Follow for AI Automation Tips! #AI #aiautomation #aiautomationagency #make.com  #zapier #chatgpt #AI2024

## 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=58, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=58, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=58, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=49, 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=49, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=53, 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=49, 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=53, 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=53, method=platform_profile

## Freshness
- profile_checked_days_ago: 53
- content_analysed_days_ago: 49
- audience_updated_days_ago: 58

## AI retrieval
- indexing_requests: 6
- 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_rory.chockman
- Request removal: https://koinonlink.com/claim?k=tiktok_rory.chockman
- Terms: https://koinonlink.com/for-ai