# J - Imperial Tutors (@james_imperialtutors) on tiktok

- id: koinon:creator:tiktok_james_imperialtutors
- url: https://koinonlink.com/kol/tiktok/james_imperialtutors
- schema_version: 1.4

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

## Reach
- followers: 5205
- posts_total: 1371
- posts_observed: 7
- 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: entertainment
- subcategory: edu_science
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: A-level exam prep and resits, Oxbridge admissions and UCAS, entrance exams (TMUA, ESAT), personal statements, STEM supercurricular projects (AI/robotics)
- bio: DM "EXAMS" for 1-1 Tutoring 📚
Email Enquiries👇
📧 [contact removed]

## Audience (inferred)
- status: present
- description: A-level and IB students (plus some parents) targeting Oxbridge or top UK universities in STEM, medicine, engineering or law
- roles: none
- seniority: learner
- pain_points: preparing for competitive Oxbridge entrance exams (TMUA, ESAT etc.), writing strong personal statements and UCAS applications, choosing the right A-level subjects and building supercurriculars, handling A-level resits or intensive last-minute exam prep
- posts_analysed: 37
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 48
- authenticity_basis: profile_shape_only
- credibility_score: 48
- 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_james_imperialtutors#9264ef5f] DM “EDGE” 📲✅ to start building real projects. Let’s get to work 💻💪 #fyp #robotics #ai #medicine #womeninstem (https://www.tiktok.com/@james_imperialtutors)
- [tiktok_james_imperialtutors#0cb2739a] original sound - james_imperialtutors
- [tiktok_james_imperialtutors#bb7f12b7] It is a becoming a big trend on TikTok now! Click here: fyp
- [tiktok_james_imperialtutors#d0f68f8d] Check out J - Imperial Tutors’s video! #TikTok >
- [tiktok_james_imperialtutors#6b7e645e] Search:
- [tiktok_james_imperialtutors#5b01f2e2] ai and robotics univerity
- [tiktok_james_imperialtutors#b0d2b033] DM “EDGE” 📲✅ to join the UCAS Booster Programme. Let’s get to work 💻💪 #fyp #robotics #university #ai #engineering
- [tiktok_james_imperialtutors#5c6aee27] ie to build an ai startup as a supercuricular

## 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=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, 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=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=57, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

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