# Sunny Lee (@sunny_aitech) on threads

- id: koinon:creator:threads_sunny_aitech
- url: https://koinonlink.com/kol/threads/sunny_aitech
- schema_version: 1.4

## Identity
- platform: threads
- handle: sunny_aitech
- platform_url: https://www.threads.net/@sunny_aitech
- website: http://zenai.bot
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1763
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01758
- best_post_interactions: 31
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: AI tool recommendations, Top AI tools for content creation, Free vs paid AI tool comparisons, AI productivity stacks, Emerging AI video generation tools, AI tools for writing, coding, and automation
- bio: 💖 Spilling the tea on the hottest AI tools! ☕

## Audience (inferred)
- status: present
- description: Early adopters and tech enthusiasts exploring cutting-edge AI tools for productivity, content creation, and personal use
- roles: general_ai
- seniority: learner
- pain_points: Struggling to find the most effective and underrated AI tools among the overwhelming number of options, Spending too much time researching which AI tools are actually worth trying, Having difficulty distinguishing between free and paid AI tools that offer real value, Feeling overwhelmed by the rapid pace of AI tool releases and updates
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 36
- authenticity_basis: engagement_observed
- credibility_score: 36
- 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
- [threads_sunny_aitech#f7a6a161] 7 websites that nobody talks about → - AirMore.ai - Leonardo.ai - Luma.ai - Perplexity.ai - Descript.com - Playground.com - Kaliber.ai (https://www.threads.com/@sunny_aitech/post/DaPAH7llEoP)
- [threads_sunny_aitech#9b82ce4d] Best AI Video Generator Tools You Must Try in 2026 1. RecCloud.com 2. Google Veo 3. Runway 4. Kling AI 5. Pika 6. Luma AI 7. Hailuo AI 8. PixVerse AI 9. Synthesia
- [threads_sunny_aitech#8082e359] Best AI Stack for 1. Writing 2. Coding 3. Video Creation 4. Task Automation 5. Building Websites 6. Research 7. Image Generation & Editing 8. Presentations 9. Audio&Voice 10. Productivity
- [threads_sunny_aitech#c441da82] 10 Free vs Paid AI Tools That Are Worth Using in 2026 1. AI Writing Assistant Google Gemini VS ChatGPT Plus 2. AI Video Creation Reccloud.com VS Capcut Pro 3. AI Graphic Design Adobe Express VS Canva Pro 4. AI Video Generation Reccloud VS Runway 5. AI Research NotebookLM VS Perpl
- [threads_sunny_aitech#c3197907] Best AI apps for work, study and

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, 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=0.5, freshness_days=78, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 78
- audience_updated_days_ago: 20

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