# ksa.review (@ksa.review) on tiktok

- id: koinon:creator:tiktok_ksa.review
- url: https://koinonlink.com/kol/tiktok/ksa.review
- schema_version: 1.2

## Identity
- platform: tiktok
- handle: ksa.review
- platform_url: https://www.tiktok.com/@ksa.review
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 51781
- following: 411
- posts_total: 507
- posts_observed: 4
- verified: false
- size_tier: koc

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: food
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Local Riyadh restaurants and bakeries, Perfume and attar reviews and deals, Saudi sweets and desserts, Food and product promotions with discount codes, Branch locations and dining experiences

## Audience (inferred)
- status: present
- description: Saudi consumers in Riyadh and nearby areas interested in local food spots, sweets, and affordable perfumes/attars
- roles: consumer
- seniority: consumer
- pain_points: Finding reliable local restaurant and bakery recommendations in Riyadh, Locating affordable perfumes that match international brands in quality and longevity, Discovering new dessert and sweets options for gatherings or weekends, Keeping up with local brand deals, branches, and promotions
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 61
- authenticity_basis: profile_shape_only
- credibility_score: 61
- 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_ksa.review#d5bedb87] الذ فطاير جربتها فطاير مروج 🤍#فطاير_مروج #فطاير_مشكله (https://www.tiktok.com/@ksa.review)
- [tiktok_ksa.review#42eaa8d7] original sound - ksa.review
- [tiktok_ksa.review#0b72c6cd] It is a becoming a big trend on TikTok now! Click here: فطاير_مروج
- [tiktok_ksa.review#d723838c] Check out ksa.review’s video! #TikTok >
- [tiktok_ksa.review#5aaf6ddb] مسابقة يزيد الراجحي 100 الف يارب افوز فيها 🤩#يزيد_الراجحي #مسابقة_يزيد_الراجحي #الشعب_الصيني_ماله_حل😂😂
- [tiktok_ksa.review#60a32eee] عطور ابراهيم القرشي #ابراهيم_القرشي #نيمار #عطور العيد 🤍
- [tiktok_ksa.review#7c6f70c6] Al Fatena
- [tiktok_ksa.review#8cbb5aba] الذ بيكري بالرياض مخابز ديا  #مخابز_ديا_الرياض #مخابز_ديا #بيكري_الرياض @diabakery.sa

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=49, 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=0.25, freshness_days=0, 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=49, 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=49, method=platform_profile

## Freshness
- profile_checked_days_ago: 49
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_ksa.review
- Request removal: https://koinonlink.com/claim?k=tiktok_ksa.review
- Terms: https://koinonlink.com/for-ai