# Danielle Johansen (@czymborjohansen) on threads

- id: koinon:creator:threads_czymborjohansen
- url: https://koinonlink.com/kol/threads/czymborjohansen
- schema_version: 1.4

## Identity
- platform: threads
- handle: czymborjohansen
- platform_url: https://www.threads.net/@czymborjohansen
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2144
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0014
- best_post_interactions: 3
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: giveaways, family life, side income, sobriety/faith
- bio: Sobriety is my super power!! Through Christ I can !! #godsfavorite!

## Audience (inferred)
- status: present
- description: Ordinary consumers, primarily homemakers or mothers, occasionally participating in giveaways and side-hustle promotions
- roles: none
- seniority: consumer
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 32
- authenticity_basis: engagement_observed
- credibility_score: 32
- 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
- [threads_czymborjohansen#2098dfca] Yall be missing out if u haven’t downloaded neon yet!! My link below in the comments!! (https://www.threads.com/@czymborjohansen/post/DZ-Lvngkzw0)
- [threads_czymborjohansen#83393083] Hey everybody!! This month is a special month for us. We have our little boy turning 5 this month. We would love to be able to gift him with something spectacular, so I’m putting this out there to anybody who would like to help us make his day extra special. You can do so by supp
- [threads_czymborjohansen#8ea0e8a4] Amber was very generous and has said to spin the wheel again!! So we spun again New winner is Jessica Hoyt
- [threads_czymborjohansen#aa61c5cf] Congrats Amber Sakocius u won’t the $25 gift card!!
- [threads_czymborjohansen#243cafcc] I just want to share a little bit of what’s been helping my family bring in more income lately!! If you wanna help support please click the link in the comments and download th

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, 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=78, 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: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 8
- 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=threads_czymborjohansen
- Request removal: https://koinonlink.com/claim?k=threads_czymborjohansen
- Terms: https://koinonlink.com/for-ai