# learnwithcheer (@learnwithcheer) on tiktok

- id: koinon:creator:tiktok_learnwithcheer
- url: https://koinonlink.com/kol/tiktok/learnwithcheer
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: learnwithcheer
- platform_url: https://www.tiktok.com/@learnwithcheer
- website: https://evolink.ai/seedance-2-0
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 12606
- following: 184
- posts_observed: 1
- 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: Seedance 2 video generation and prompts, OpenClaw AI agent setup and skills, AI model comparisons and integrations, Prompt libraries and tutorials, Non-technical AI automation use cases
- bio: 💻AI news, tools and tutorials
❤️Help 100k people learn AI
☺️Let AI get our lives and work better!
📃seedance 2👇

## Audience (inferred)
- status: present
- description: AI enthusiasts and non-technical users seeking practical tutorials on AI video tools like Seedance and agent platforms like OpenClaw
- roles: automation
- seniority: practitioner
- pain_points: Difficulty finding and using effective prompts for AI video generation, Struggling to set up and configure AI agents without technical skills, Overwhelmed by choosing between multiple AI models and tools, Limited access to APIs or advanced features without subscriptions
- posts_analysed: 40
- 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: 45
- authenticity_basis: profile_shape_only
- credibility_score: 45
- 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_learnwithcheer#6d4d1640] #greenscreenvideo  I just found a way to use #seedance2 for everyone, non-limited. It's a step-by-step guide for people who need #seedance22 #API #aivideo (https://www.tiktok.com/@learnwithcheer)
- [tiktok_learnwithcheer#1187bb35] original sound - learnwithcheer
- [tiktok_learnwithcheer#1483408b] Try out our new #GreenScreenVideo Creative Effect! Just update TikTok, pick a video from your camera roll, stand in front of a plain background, and make the next TikTok masterpiece.
- [tiktok_learnwithcheer#b45275a5] It is a becoming a big trend on TikTok now! Click here: greenscreenvideo
- [tiktok_learnwithcheer#5fbf106f] Check out learnwithcheer’s video! #TikTok >
- [tiktok_learnwithcheer#15cdecd9] #greenscreenvideo  Seedance 2 prompt library. They follow you will need this later.  #seedance #prompt #github #aivideo
- [tiktok_learnwithcheer#6b7e645e] Search:
- [tiktok_learnwithcheer#ec3ec8e8] prompt library seedance

## 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=68, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=68, 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=68, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=86, 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=68, 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=86, 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=86, method=platform_profile

## Freshness
- profile_checked_days_ago: 86
- content_analysed_days_ago: 68
- audience_updated_days_ago: 68

## AI retrieval
- indexing_requests: 9
- 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_learnwithcheer
- Request removal: https://koinonlink.com/claim?k=tiktok_learnwithcheer
- Terms: https://koinonlink.com/for-ai