# breanna🪽 (@byybrie) on tiktok

- id: koinon:creator:tiktok_byybrie
- url: https://koinonlink.com/kol/tiktok/byybrie
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: byybrie
- platform_url: https://www.tiktok.com/@byybrie
- website: https://tabi.place/invite/01KRFAH354S3QRGQZ6QNXNYNXG
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3540
- following: 32
- posts_observed: 2
- verified: false
- size_tier: nano

## 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: software
- subcategory: app
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Aesthetic digital journaling, Curated local events and pop-ups, Whimsical app design, Personal organization with visual flair, Pinterest-inspired digital lifestyles, Tabi app tutorials and features
- bio: designing tabi for the girls .𖥔 ݁ ˖ 
join with my link to be friends @brie ⭐️

## Audience (inferred)
- status: present
- description: Young women interested in aesthetic digital organization, particularly Pinterest lovers and girl bloggers who enjoy curated local events and whimsical journaling apps
- roles: general_ai
- seniority: learner
- pain_points: Struggling to find visually appealing and functional digital tools for journaling and event tracking, Feeling overwhelmed by generic or boring apps that lack personality and aesthetic appeal, Having trouble discovering niche, curated local events and pop-ups in their area, Finding it hard to maintain consistent digital organization without a fun, inspiring interface
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.5
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 38
- authenticity_basis: profile_shape_only
- credibility_score: 38
- 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_byybrie#3f428ed4] i’m so in love with this and hope you are too 𓂃 𓈒𓏸🪷 #whimsy #digitaldiary #notesapp #digitaljournal #pinterestaesthetic (https://www.tiktok.com/@byybrie)
- [tiktok_byybrie#7697f147] original sound - euphoricsapph
- [tiktok_byybrie#c9d4a35f] It is a becoming a big trend on TikTok now! Click here: whimsy
- [tiktok_byybrie#a0de4bce] Check out breanna🪽’s video! #TikTok >
- [tiktok_byybrie#6b7e645e] Search:
- [tiktok_byybrie#24f25956] tabi app tutorial
- [tiktok_byybrie#a3cf4810] highly-requested in-depth, slowed-down tutorial on tabi! hopefully this helps everyone 🐰 but if you have any specific questions, feel free to ask in the comments ⋆˙⟡ i’m so excited to see your profiles and tabs! i’m already so inspired hehehe ᯓ𑣲 with love, breanna #pinterestgir
- [tiktok_byybrie#fb5082d3] Slowly Getting Joyful

## 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=52, 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=52, 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=52, method=platform_profile

## Freshness
- profile_checked_days_ago: 52
- 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_byybrie
- Request removal: https://koinonlink.com/claim?k=tiktok_byybrie
- Terms: https://koinonlink.com/for-ai