# magstrology (@magstrology) on x

- id: koinon:creator:x_magstrology
- url: https://koinonlink.com/kol/x/magstrology
- schema_version: 1.4

## Identity
- platform: x
- handle: magstrology
- platform_url: https://twitter.com/magstrology
- website: https://substack.com/@maggiesbooks
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 36626
- following: 1077
- posts_total: 25055
- posts_observed: 7
- posts_per_day: 11.425
- account_age_days: 2193
- verified: false
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00016
- best_post_interactions: 6
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: mindset
- category_confidence: 0.88
- category_source: derived_from_recent_content
- topics: astrology zodiac signs, birthdays and sign stereotypes, pop culture memes, random daily observations
- bio: she/her - semi-retired meme page admin - hopefully a future published author?

## Audience (inferred)
- status: present
- description: Casual astrology and zodiac meme fans, mostly young adults scrolling for fun pop culture horoscope content
- roles: none
- seniority: consumer
- posts_analysed: 8
- confidence: 0.4

## 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: 44
- authenticity_basis: engagement_observed
- credibility_score: 79
- 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
- [x_magstrology#721e6b97] Discovered pinterest collage I will now be unstoppable again (https://twitter.com/magstrology/status/2068356903416004707)
- [x_magstrology#919ca908] Sagittarius mindset
- [x_magstrology#2276626a] We need to ban street FaceTime. Do a call and be aware of your surroundings
- [x_magstrology#0b535411] Peanut m&ms confirmed Taurus
- [x_magstrology#c10e4833] Connie from king of the hill confirmed November birthday
- [x_magstrology#93a0966b] This is so libra coded
- [x_magstrology#5aa35a73] I thought she had a diff bday pls confirm
- [x_magstrology#31eca8f2] There wouldn’t be YouTubers explaining true crime stories while doing an elaborate eyeshadow look if it weren’t for Truman capote and in cold blood

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=120, 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=77, 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=120, 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=120, method=platform_profile

## Freshness
- profile_checked_days_ago: 120
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 14
- 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=x_magstrology
- Request removal: https://koinonlink.com/claim?k=x_magstrology
- Terms: https://koinonlink.com/for-ai