# MS NOW (@msnow) on tiktok

- id: koinon:creator:tiktok_msnow
- url: https://koinonlink.com/kol/tiktok/msnow
- schema_version: 1.3

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

## Reach
- followers: 7765649
- following: 58
- posts_observed: 18
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.05194
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 1390
- best_post_interactions: 4634
- measurement_source: tiktok_posts_mean
- measurement_formula: digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged
- comparable_pool: view_based_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: Trump administration actions and nominations, DOJ and Attorney General controversies, Senate hearings on Fauci and intelligence issues, Immigration policy and TPS terminations, Criticism of Republican lawmakers and midterms

## Audience (inferred)
- status: present
- description: Liberal-leaning American TikTok users who follow U.S. politics and consume critical coverage of the Trump administration
- roles: consumer, general_ai
- seniority: consumer
- pain_points: Rapid policy shifts and perceived attacks on democratic norms under Trump, Lack of accountability for DOJ, intelligence, and immigration decisions, Difficulty tracking Senate confirmations, hearings, and political scandals in real time, Frustration with Republican efforts to rewrite history or punish opposing states
- posts_analysed: 100
- confidence: 0.9

## 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: 58
- authenticity_basis: engagement_observed
- 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_msnow#88818901] From breaking glass ceilings as a journalist to becoming a pioneering women's rights activist and a leader of second-wave feminism, see Gloria Steinem's iconic legacy through photos.  #GloriaSteinem #feminism #womensrights (https://www.tiktok.com/@msnow)
- [tiktok_msnow#2b6eef11] Serious documentary music(1175570)
- [tiktok_msnow#852a6731] It is a becoming a big trend on TikTok now! Click here: gloriasteinem
- [tiktok_msnow#9dba38c7] Check out MS NOW’s video! #TikTok >
- [tiktok_msnow#f0fd899e] In a must-win Texas Senate race for Republicans, Trump offers Ken Paxton some unusual campaign support.   #Texas #Senate
- [tiktok_msnow#38862cc4] original sound - msnow
- [tiktok_msnow#52c86906] "This is just bad politics." Michael Steele tears apart President Trump's midterm convention and questions  Republicans lawmakers excuses for not attending.  #Trump #Republicans #elections
- [tiktok_msnow#9f30704a] "Politically, I'm very much focused on the midterm elections." Vice President JD Vance wa

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=33, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=33, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=33, 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=2, 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=0.5, 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=2, 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=2, method=platform_profile

## Freshness
- profile_checked_days_ago: 2
- content_analysed_days_ago: 0
- audience_updated_days_ago: 33

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