# Your Copilot Teacher (@copilotsamaritan) on tiktok

- id: koinon:creator:tiktok_copilotsamaritan
- url: https://koinonlink.com/kol/tiktok/copilotsamaritan
- schema_version: 1.3

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

## Reach
- followers: 43838
- posts_observed: 7
- 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: ai_tools
- category_confidence: 0.92
- category_source: derived_from_recent_content
- topics: Microsoft Copilot prompts and custom instructions, Copilot agents for planning and cowork, Integrating Copilot with Outlook, Teams, Excel and documents, Reducing AI hallucinations with citations and sources, Leveling up from basic chat to delegated AI tasks

## Audience (inferred)
- status: present
- description: Microsoft 365 office workers and knowledge workers using Copilot for daily productivity
- roles: general_ai
- seniority: practitioner
- pain_points: Wasting time digging through emails, chats and files for info, Manually writing reports, performance reviews and daily plans, AI outputs sounding robotic or hallucinating without sources, Struggling to set up consistent tone or multi-step workflows in Copilot
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 52
- authenticity_basis: profile_shape_only
- credibility_score: 52
- flagged_for_review: false
- koinon_bd_grade: B — 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_copilotsamaritan#a6cc0534] Things you didn't know you can do with Copilot (part 33) Copilot can create editable visuals now! Just tell it what you need: "create a professional banner that represents my team's values, using a cohesive color palette and clean, modern design" It builds the whole thing and you (https://www.tiktok.com/@copilotsamaritan)
- [tiktok_copilotsamaritan#2fa404b2] original sound - copilotsamaritan
- [tiktok_copilotsamaritan#5784b8b8] It is a becoming a big trend on TikTok now! Click here: microsoftcopilot
- [tiktok_copilotsamaritan#7b66455e] Check out Your Copilot Teacher’s video! #TikTok >
- [tiktok_copilotsamaritan#6b7e645e] Search:
- [tiktok_copilotsamaritan#9b794bcc] copilot
- [tiktok_copilotsamaritan#f47bf94d] copilot notebook
- [tiktok_copilotsamaritan#d656bd9b] advanced copilot

## 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=22, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=22, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=22, 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=21, 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=21, 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=21, method=platform_profile

## Freshness
- profile_checked_days_ago: 21
- content_analysed_days_ago: 0
- audience_updated_days_ago: 22

## 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_copilotsamaritan
- Request removal: https://koinonlink.com/claim?k=tiktok_copilotsamaritan
- Terms: https://koinonlink.com/for-ai