# Sav | Pretty Smart Tea 🍵 (@celestialsav) on tiktok

- id: koinon:creator:tiktok_celestialsav
- url: https://koinonlink.com/kol/tiktok/celestialsav
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: celestialsav
- platform_url: https://www.tiktok.com/@celestialsav
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 36495
- following: 1507
- posts_total: 1112
- posts_observed: 12
- 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: entertainment
- subcategory: news_media
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Ariana Grande album and relationship drama, D4VD and Celeste text leaks and investigations, Love Island USA contestant dynamics and triangles, Celebrity scandals and public records, Pop culture news and opinion commentary

## Audience (inferred)
- status: present
- description: Pop culture and celebrity gossip fans, mainly young adults following Hollywood drama, reality TV scandals, and trending entertainment news
- roles: consumer
- seniority: consumer
- pain_points: Missing daily updates on celebrity scandals and leaked information, Wanting detailed commentary on reality TV relationship drama like Love Island, FOMO on trending Hollywood news involving artists like Ariana Grande or Justin Bieber
- posts_analysed: 40
- confidence: 0.75

## 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: 59
- authenticity_basis: profile_shape_only
- credibility_score: 59
- 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_celestialsav#d335bee3] Ariana Grande is set to release new smear campaign against ex-husband in her upcoming album Petal. What do you guys think? #arianagrande #popculture #hollywood #entertainmentnews (https://www.tiktok.com/@celestialsav)
- [tiktok_celestialsav#34c808d0] News
- [tiktok_celestialsav#7c0eb4be] Truth Investigation
- [tiktok_celestialsav#7ee02ad1] Investigation
- [tiktok_celestialsav#ff2f64ff] Suspicion
- [tiktok_celestialsav#7bf6bc1f] Consideration(1013150)
- [tiktok_celestialsav#7d67bb1b] It is a becoming a big trend on TikTok now! Click here: arianagrande
- [tiktok_celestialsav#c322e7b9] Check out Sav | Pretty Smart Tea 🍵’s video! #TikTok >

## 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=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=61, 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=61, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=61, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 61
- audience_updated_days_ago: 61

## AI retrieval
- indexing_requests: 14
- 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_celestialsav
- Request removal: https://koinonlink.com/claim?k=tiktok_celestialsav
- Terms: https://koinonlink.com/for-ai