# محمد المومني | أستراتيجي تسويق 〽️ (@ceoalmomani) on x

- id: koinon:creator:x_ceoalmomani
- url: https://koinonlink.com/kol/x/ceoalmomani
- schema_version: 1.4

## Identity
- platform: x
- handle: ceoalmomani
- platform_url: https://twitter.com/ceoalmomani
- website: https://linktr.ee/ceoalmomani
- entity_type: creator
- person_id: koinon:person:linkedin_ceoalmomani

## Reach
- followers: 8040
- following: 881
- posts_total: 48609
- posts_observed: 3
- posts_per_day: 10.56
- account_age_days: 4603
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00062
- best_post_interactions: 5
- 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: 0.8
- category_source: derived_from_recent_content
- topics: 营销归责与管理决策, 业务增长模型构建, 数据驱动的可持续扩张
- bio: تسويق ونمو بخبرة 13 سنة | مستشار لرواد أعمال وصنّاع قرار | أبني نماذج توسّع مستدامة وأحوّل الأفكار لنتائج قابلة للقياس | الإدارة بعقل تحليلي والولاء للنتيجة

## Audience (inferred)
- status: present
- description: SME owners, senior managers, and startup decision-makers in Arabic-speaking regions
- roles: none
- seniority: decision_maker
- pain_points: Marketing is often blamed as the scapegoat for all business problems, Sales decline and customer churn occur without identifying the real root causes, Low footfall or business traffic with no systematic growth strategies in place
- posts_analysed: 1
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 65
- authenticity_basis: engagement_observed
- credibility_score: 80
- 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_ceoalmomani#4b0fddd9] من أسهل القرارات الإدارية إنك تلوم التسويق على كل مشكلة في البزنس. - المبيعات نازلة؟ التسويق مقصر. - العملاء ما يرجعون؟ الاستهداف غلط. - الفروع فاضية؟ زيدوا الإعلانات. - المنتج ما يتحرك؟ سووا خصم وجيبوا مؤثرين. مو كل مشكلة مبيعات هي مشكلة تسويق، وأحيانًا التسويق يكون آخر شيء تحتا (https://twitter.com/ceoalmomani/status/2067263757101756574)

## 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: 6
- 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_ceoalmomani
- Request removal: https://koinonlink.com/claim?k=x_ceoalmomani
- Terms: https://koinonlink.com/for-ai