# Margaret Skiff (@margaretskiff) on tiktok

- id: koinon:creator:tiktok_margaretskiff
- url: https://koinonlink.com/kol/tiktok/margaretskiff
- schema_version: 1.4

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

## Reach
- followers: 116724
- following: 365
- posts_observed: 1
- 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: fashion
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Maine lifestyle and local spots, Fashion try-ons and OOTD, Daily vlogs and errands, Analog photobooth business, Personal budgeting and spending

## Audience (inferred)
- status: present
- description: Young women interested in personal lifestyle vlogs, fashion hauls, local Maine living, and casual content creator life
- roles: consumer
- seniority: consumer
- pain_points: Managing personal budgets with unexpected expenses like repairs or medical bills, Finding affordable stylish outfits for events such as weddings, Dealing with dental anxiety and related costs, Navigating crowded tourist areas while living in popular coastal spots
- 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: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_margaretskiff#907fa807] I haven’t done a video like this in a while! #getdressedwithme #creatordinner #portlandmaine #OOTD (https://www.tiktok.com/@margaretskiff)
- [tiktok_margaretskiff#896fb533] original sound - margaretskiff
- [tiktok_margaretskiff#db2f3977] It is a becoming a big trend on TikTok now! Click here: getdressedwithme
- [tiktok_margaretskiff#340959f4] Check out Margaret Skiff’s video! #TikTok >
- [tiktok_margaretskiff#4ee5eed2] Still couldn’t tell you why I put up with it for SO LONG. I used to dread spending time with my exs family and his sister refused to come to family events if I was there. My boyfriends family always wants me there, respects, and loves me. PLEASE DONT SETTLE. #relationshipadvice #
- [tiktok_margaretskiff#8a5f1f41] My twin fr
- [tiktok_margaretskiff#ad810422] original sound - unicornglitterswag1
- [tiktok_margaretskiff#390dcf47] Liberty Tree

## 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=110, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

## AI retrieval
- indexing_requests: 13
- 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_margaretskiff
- Request removal: https://koinonlink.com/claim?k=tiktok_margaretskiff
- Terms: https://koinonlink.com/for-ai