# Shawn Kanungo (@shawn.kanungo) on tiktok

- id: koinon:creator:tiktok_shawn.kanungo
- url: https://koinonlink.com/kol/tiktok/shawn.kanungo
- schema_version: 1.4

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

## Reach
- followers: 89531
- following: 442
- posts_observed: 9
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Exponential thinking with AI, Value of consultants in an AI world, Practical Claude and Grok usage, Avoiding costly AI mistakes, AI system design with tools and skills, Future of work and coding with AI

## Audience (inferred)
- status: present
- description: AI practitioners and consultants focused on practical application of tools like Claude and Grok in business and work
- roles: general_ai
- seniority: practitioner
- pain_points: Wasting money on expensive AI models without clear ROI, Struggling to build effective AI systems with proper context and loops, Keeping up with rapidly evolving AI tools and features, Extracting maximum value from AI without conventional or limited outputs
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 56
- authenticity_basis: profile_shape_only
- credibility_score: 56
- 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_shawn.kanungo#7f94fdd6] How to think exponentially with AI (https://www.tiktok.com/@shawn.kanungo)
- [tiktok_shawn.kanungo#b757c457] original sound - shawn.kanungo
- [tiktok_shawn.kanungo#4a60af48] Check out Shawn Kanungo’s video! #TikTok >
- [tiktok_shawn.kanungo#6b7e645e] Search:
- [tiktok_shawn.kanungo#fa900afe] exponentially
- [tiktok_shawn.kanungo#9117309b] Who had the better team?? #draftchallenge
- [tiktok_shawn.kanungo#d00cd7ac] It is a becoming a big trend on TikTok now! Click here: draftchallenge
- [tiktok_shawn.kanungo#9e97b0a5] AI will never come with unconventional ideas. Courage is scarce. #ai Best Keynote Speaker

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=64, 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=62, 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=64, 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=64, method=platform_profile

## Freshness
- profile_checked_days_ago: 64
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

## 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_shawn.kanungo
- Request removal: https://koinonlink.com/claim?k=tiktok_shawn.kanungo
- Terms: https://koinonlink.com/for-ai