# Jessica Ciraulo ⚡️ (@jessicaciraulo) on tiktok

- id: koinon:creator:tiktok_jessicaciraulo
- url: https://koinonlink.com/kol/tiktok/jessicaciraulo
- schema_version: 1.4

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

## Reach
- followers: 96360
- following: 1354
- posts_observed: 1
- 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: parenting
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: TikTok Shop product reviews and deals, School lunch and bento box solutions, Home organization and decor hacks, Kids' routines and faith-based items, Affiliate creator tips like outsourcing editing

## Audience (inferred)
- status: present
- description: Moms with young kids who shop on TikTok for practical household, school lunch, and family products
- roles: consumer
- seniority: consumer
- pain_points: Time-consuming school lunch packing every morning, Clutter and ugly pet furniture in the home, Finding comfortable shoes and clothes for daily wear with kids, Difficulty making healthy protein desserts without extra effort
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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_jessicaciraulo#618a89c8] 🚨 Under 100 left! 💌 This is one of those purchases that keeps making life easier long after you buy it. Every occasion is covered, so I never have to make another last-minute trip for a greeting card. #MomHacks #Organization #GiftIdeas #LifeMadeEasy #TikTokShopFinds (https://www.tiktok.com/@jessicaciraulo)
- [tiktok_jessicaciraulo#a4f9cad4] original sound - jessicaciraulo
- [tiktok_jessicaciraulo#351b266d] It is a becoming a big trend on TikTok now! Click here: momhacks
- [tiktok_jessicaciraulo#ed10abe4] Check out Jessica Ciraulo ⚡️’s video! #TikTok >
- [tiktok_jessicaciraulo#35be3508] Turns out the problem wasn’t my lunchbox…it was the bag. 👏 This insulated lunch bag actually fits those larger lunch containers with room to spare, and I don’t have to force the zipper closed anymore. #TikTokMadeMeBuyIt #LunchEssentials #SchoolLunch #BackToSchoolFinds #TikTokSho
- [tiktok_jessicaciraulo#6c2348cf] Discover Deal Drops campaign! 🛍️
- [tiktok_jessicaciraulo#08170cd2] This is the kind of lunchbox that makes me weirdly excited

## 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=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=72, 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=72, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=89, 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=72, 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=89, 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=89, method=platform_profile

## Freshness
- profile_checked_days_ago: 89
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

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