# Kaidu (@xkaidus) on x

- id: koinon:creator:x_xkaidus
- url: https://koinonlink.com/kol/x/xkaidus
- schema_version: 1.4

## Identity
- platform: x
- handle: xkaidus
- platform_url: https://twitter.com/xkaidus
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4871
- following: 35
- posts_total: 2105
- posts_observed: 18
- posts_per_day: 2.506
- account_age_days: 840
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0117
- best_post_interactions: 57
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI虚拟网红广告, Claude生成广告素材, 广告竞品分析与recon, AI降低营销成本
- bio: 𝗜𝗻𝘀𝗶𝗴𝗵𝘁𝘀 𝗼𝗻 𝗔𝗜, I𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝘄𝗵𝗮𝘁 𝗶𝘀 𝗯𝗲𝗶𝗻𝗴 𝗯𝘂𝗶𝗹𝘁 𝗿𝗶𝗴𝗵𝘁 𝗻𝗼𝘄

## Audience (inferred)
- status: present
- description: Brand owners, ad campaign managers, and marketing professionals using AI to create virtual influencers and automate ad creatives
- roles: ads
- seniority: decision_maker
- pain_points: Traditional creative agencies charge $9,000/month—too expensive, Slow ad content production with limited output, Difficulty quickly generating personalized AI influencer content to compete with rivals, Low conversion rates from standard banner ads, leading to poor revenue
- posts_analysed: 4
- confidence: 0.4

## 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: 73
- authenticity_basis: engagement_observed
- credibility_score: 73
- flagged_for_review: false
- koinon_bd_grade: A — 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
- [x_xkaidus#5bac7456] Where everyone sees an archive of other people's ads he sees recon for an AI influencer who does not exist and she brings him $30,000 a month. (https://twitter.com/xkaidus)
- [x_xkaidus#edd1c91b] Without her these would be plain banners and 4 times less money.
- [x_xkaidus#d91f5748] Claude breaks down the competitors and by morning the brand has 30 new clips with her face ready to launch.
- [x_xkaidus#e5c99a74] He got tired of watching brands pay creative agencies $9,000 a month for a dozen

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=79, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 79
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 5
- 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=x_xkaidus
- Request removal: https://koinonlink.com/claim?k=x_xkaidus
- Terms: https://koinonlink.com/for-ai