# سميرة ال سعد (@lllopb2) on tiktok

- id: koinon:creator:tiktok_lllopb2
- url: https://koinonlink.com/kol/tiktok/lllopb2
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: lllopb2
- platform_url: https://www.tiktok.com/@lllopb2
- website: https://linktr.ee/s_smooor_1414?utm_source=linktree_profile_share&ltsid=978674ba-313a-4db2-be15-a29040114287
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 776365
- following: 2
- posts_total: 29
- posts_observed: 5
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.02088
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 112
- best_post_interactions: 983
- measurement_source: tiktok_posts_mean
- measurement_formula: digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged
- comparable_pool: view_based_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: lifestyle
- subcategory: beauty
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Bridal makeup, Wedding inspiration, Eid looks, Arabic music trends, #اكسبلور visibility
- bio: سميرة ال سعد 
0551068382
🇸🇦🇶🇦🇰🇼

## Audience (inferred)
- status: present
- description: Gulf Arab women (Saudi/Qatari/Kuwaiti) interested in bridal makeup, weddings and beauty trends
- roles: consumer
- seniority: consumer
- pain_points: Finding local bridal makeup artists they can trust, Choosing makeup styles for weddings and Eid, Discovering current Arabic wedding trends and looks
- posts_analysed: 20
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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
- [tiktok_lllopb2#a495a604] #اكسبلور #عروس (https://www.tiktok.com/@lllopb2)
- [tiktok_lllopb2#f3fe4305] original sound - om__alroor
- [tiktok_lllopb2#d938384c] Ouyoun El Assaliya
- [tiktok_lllopb2#ca444cbb] It is a becoming a big trend on TikTok now! Click here: اكسبلور
- [tiktok_lllopb2#18056c45] Check out سميرة ال سعد’s video! #TikTok >
- [tiktok_lllopb2#10ead6ba] #اكسبلور #عروس #مكياج عرايس #العيد #سميرة_ال_سعد
- [tiktok_lllopb2#009f3fd9] Dalaa El Nesaa
- [tiktok_lllopb2#da9fefd9] #سميرة_ال_سعد

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=51, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=51, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=51, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=51, 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=51, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=51, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 51
- audience_updated_days_ago: 51

## 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=tiktok_lllopb2
- Request removal: https://koinonlink.com/claim?k=tiktok_lllopb2
- Terms: https://koinonlink.com/for-ai