# Baby Fingers 12 (@baby.fingers12) on tiktok

- id: koinon:creator:tiktok_baby.fingers12
- url: https://koinonlink.com/kol/tiktok/baby.fingers12
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: baby.fingers12
- platform_url: https://www.tiktok.com/@baby.fingers12
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 102717
- following: 69
- posts_total: 84
- posts_observed: 3
- verified: false
- size_tier: kol

## 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: parenting
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: ASL signs for daily routines and emotions, Fingerspelling and vocabulary practice, Signing songs and affirmations with kids, Baby/toddler sign language tips, Comparisons with other sign languages

## Audience (inferred)
- status: present
- description: Parents and caregivers of babies/toddlers seeking to teach ASL for early communication
- roles: consumer
- seniority: consumer
- pain_points: Difficulty communicating with pre-verbal children leading to frustration, Uncertainty about starting sign language early due to common myths, Limited vocabulary for everyday routines like chores, dressing, or park play, Lack of engaging ways to practice fingerspelling and basic signs consistently
- 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: 65
- authenticity_basis: profile_shape_only
- credibility_score: 65
- 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_baby.fingers12#f7f655b2] Watching Leah and Logan work together is a masterclass in how language supports language.        Why Sign Works: Clarifies Communication: Bridges the gap between thought and expression.  Supports Speech: Research shows signing doesn't slow down speech, it builds the neural pathwa (https://www.tiktok.com/@baby.fingers12)
- [tiktok_baby.fingers12#146401df] original sound - baby.fingers12
- [tiktok_baby.fingers12#e5ff05b7] It is a becoming a big trend on TikTok now! Click here: asl
- [tiktok_baby.fingers12#7d33f1a2] Check out Baby Fingers 12’s video! #TikTok >
- [tiktok_baby.fingers12#6b7e645e] Search:
- [tiktok_baby.fingers12#67433f30] logan hennessey leah
- [tiktok_baby.fingers12#860f7396] Let's sing & sign "If You're Happy And You Know It" together! We'll explore feelings and practice signing together. Read

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, 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=0.25, freshness_days=62, 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: 62
- audience_updated_days_ago: 62

## AI retrieval
- indexing_requests: 12
- 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_baby.fingers12
- Request removal: https://koinonlink.com/claim?k=tiktok_baby.fingers12
- Terms: https://koinonlink.com/for-ai