# Jessica Samuels author/WolfieWitchCat25 (@Jdsamuels25) on x

- id: koinon:creator:x_jdsamuels25
- url: https://koinonlink.com/kol/x/Jdsamuels25
- schema_version: 1.4

## Identity
- platform: x
- handle: Jdsamuels25
- platform_url: https://twitter.com/Jdsamuels25
- website: https://www.amazon.com/stores/jessica-Samuels/author/B005O2W7UA
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4222
- following: 6940
- posts_total: 28431
- posts_observed: 1
- posts_per_day: 4.937
- account_age_days: 5759
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.02416
- best_post_interactions: 102
- 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: ecommerce
- category_confidence: 0.7
- category_source: derived_from_discovery_path
- topics: Book marketing scammers and author finances, WordPress website building and content pages, Paranormal romance and book writing, Personal food, dining, and travel experiences, Daily life updates like museums and pets
- bio: Author of 26 books paranormal romance,   young adult multiple genres Foodie!  married to @princeofrage96 minors dni +18 Youtuber, Tiktoker, Twitch streamer.

## Audience (inferred)
- status: present
- description: Indie authors and writers in romance/paranormal genres who handle their own marketing and websites
- roles: content
- seniority: practitioner
- pain_points: Targeted by book marketing scammers who assume authors are rich and charge high fees, Building and maintaining personal WordPress sites for content, updates, and reviews, Managing limited budgets while promoting books and renewing leases, Cataloging and avoiding repeated scam emails from marketers
- posts_analysed: 20
- confidence: 0.6

## 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: 53
- authenticity_basis: engagement_observed
- credibility_score: 53
- 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_jdsamuels25#42c3e5be] I visited Strataca, Kansas Underground Salt Museum and we had to wear a hard hat here is me looking like a dork! https://t.co/mqYwL6GR2k (https://twitter.com/Jdsamuels25/status/2037586266754052163)
- [x_jdsamuels25#795afba4] How come someone so adorable can be a dick? Like really here my cat is sleeping so innocently.... https://t.co/f2MxFKpGSO
- [x_jdsamuels25#fa04fc99] Ending the night with a grilled cheese and tomato soup as my fave I love smoked cheddar even got a breakfast sandwich maker now and the Dash grill to do videos on yayyy!
- [x_jdsamuels25#48efaae8] It was scary going into a mineshaft 250 feet underground but worth it I got videos and pics of the Strataca, Kansas Underground Salt Museum
- [x_jdsamuels25#ed405507] Went to Carriage House after the Salt mines got a Chopped steak with bacon, onions, and peppers sides are green beans and potato salad! https://t.co/1b9ITQKB3t
- [x_jdsamuels25#5d896272] Page is up I'll be updating this everytime I get a scam email and then looking through my substack to update it as well! https://t.co/fVRTt5Do75
- [x_jdsamuels25#58f91367] 19 pages and counting cataloguing the scammers it is getting it's own page!
- [x_jdsamuels25#47ed61ba] https://t.co/VfTZW5yg3i

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=83, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=83, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=83, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=83, 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=83, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=119, 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=83, 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=119, 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=119, method=platform_profile

## Freshness
- profile_checked_days_ago: 119
- content_analysed_days_ago: 83
- audience_updated_days_ago: 83

## 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=x_jdsamuels25
- Request removal: https://koinonlink.com/claim?k=x_jdsamuels25
- Terms: https://koinonlink.com/for-ai