# Alex Wyatt | Meta Ad Creatives (@Alexwyatt47) on x

- id: koinon:creator:x_alexwyatt47
- url: https://koinonlink.com/kol/x/Alexwyatt47
- schema_version: 1.4

## Identity
- platform: x
- handle: Alexwyatt47
- platform_url: https://twitter.com/Alexwyatt47
- website: http://loudlion.io
- country: United Kingdom
- entity_type: creator
- person_id: koinon:person:x_alexwyatt47

## Reach
- followers: 1394
- following: 762
- posts_total: 3765
- posts_observed: 9
- posts_per_day: 2.665
- account_age_days: 1413
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00574
- best_post_interactions: 8
- 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: martech
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 客户欲望与语言洞察, Meta广告创意策略, 提前回应客户异议, 欲望驱动的广告设计
- bio: Founder at Loud Lion | Scaling brands on Meta using desire led creatives

## Audience (inferred)
- status: present
- description: Meta ad creatives and campaign practitioners, mainly brand-side or agency ad executors and small-to-mid-sized advertisers
- roles: ads
- seniority: practitioner
- pain_points: Relying only on basic demographics like age and gender fails to capture customers' true desires and language, leading to poor ad conversions, Ads don't proactively address unspoken customer objections, making them feel like 'just another failed product', Lack of desire-driven creative methodologies makes it hard to scale and amplify brand impact
- posts_analysed: 2
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 56
- authenticity_basis: engagement_observed
- 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
- [x_alexwyatt47#9f59897f] understanding your customer means more than knowing their age and gender. you need their desires, the goals underneath those desires, and the language they use when they talk about both. so when we start with a new brand, 20 hours of research happen before any creative work is at (https://twitter.com/Alexwyatt47/status/2073512173817442559)
- [x_alexwyatt47#0b367086] Great ads answer objections the customer hasn't voiced yet. someone who's tried 3 similar products and been let down every time sees your ad and thinks "another one of those." your ad has to get there first: acknowledge what they tried, acknowledge why it failed them, then explai

## 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=80, 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=80, 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=80, 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: 80
- audience_updated_days_ago: 67

## 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=x_alexwyatt47
- Request removal: https://koinonlink.com/claim?k=x_alexwyatt47
- Terms: https://koinonlink.com/for-ai