# Jibi Ele (@heyjibi) on x

- id: koinon:creator:x_heyjibi
- url: https://koinonlink.com/kol/x/heyjibi
- schema_version: 1.4

## Identity
- platform: x
- handle: heyjibi
- platform_url: https://twitter.com/heyjibi
- website: http://Advino.app
- country: United Arab Emirates
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 921
- following: 1210
- posts_total: 9536
- posts_observed: 9
- posts_per_day: 8.402
- account_age_days: 1135
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01194
- best_post_interactions: 11
- 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: Meta ad account monitoring, Ad account health and failure prevention, Productivity tools for digital marketers, Attention economy and focus automation, Agency operations and client management
- bio: Building https://t.co/krr1zkEn6Y Meta ads monitoring for agencies. It watches your accounts so you don't have to. Also shipped https://t.co/iFE1TyqgMd + CTRL. 7 yrs running paid media.

## Audience (inferred)
- status: present
- description: Paid media professionals in agencies, especially those managing Meta ad accounts and dealing with account health and client fallout
- roles: ads
- seniority: practitioner
- pain_points: Sudden ad account deactivation due to unnoticed billing or policy issues, Losing client trust after account failures go undetected, Wasting time on creative optimization when the real issue is account health, Struggling with focus and productivity during high-pressure campaign management
- posts_analysed: 5
- 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: 46
- authenticity_basis: engagement_observed
- credibility_score: 46
- 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_heyjibi#0ec8635c] there are ~40 ways a meta ad account can quietly die. billing, policy, pixel, pacing, delivery. most of them happen overnight and you find out from the client. I wrote the full list down. https://t.co/S6kIVIDnBT (https://twitter.com/heyjibi/status/2062886310508204472)
- [x_heyjibi#8bc520fa] Hey fellow builders please suggest which theme and copy looks more attractive 1. Light 2. Dark? https://t.co/xUeuyjAK1F
- [x_heyjibi#3666f20f] Unpopular take from someone who's audited a lot of ad accounts: your creative isn't the problem. your account got flagged for a payment hiccup 3 days ago and delivery quietly tanked. you just haven't noticed yet. #metads #roas #meta #advertising #shopify https://t.co/F9yGQuM5de
- [x_heyjibi#8adf38cb] CTRL: Make distraction expensive https://t.co/9lMahfXgEI via @producthunt https://t.co/VFBGj2t2iR
- [x_heyjibi#6cebf9dc] CTRL is live on the App Store. The idea: your attention is currency. Focus sessions earn credits. Opening Instagram or TikTok costs credits. Run out, the apps stay locked. No streak

## 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=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: 20

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