# MommyBossLifestyle (@mommybosslifestyle) on threads

- id: koinon:creator:threads_mommybosslifestyle
- url: https://koinonlink.com/kol/threads/mommybosslifestyle
- schema_version: 1.4

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

## Reach
- followers: 2381
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00126
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.2
- category_source: derived_from_discovery_path
- bio: Teaching moms how to make money from home selling digital products! Make $5k and up monthly!
Digital products can change your life!

## Audience (inferred)
- status: present
- description: Faith-oriented stay-at-home moms seeking side income via digital products, but data too sparse for reliable profiling
- roles: none
- seniority: consumer
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 33
- authenticity_basis: engagement_observed
- credibility_score: 33
- 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_mommybosslifestyle#f9161a6e] Hi mamas! I'm Roseline and I want to share something I've never said out loud before... A few years ago I was drowning as a SAHM. Raising my kids, barely sleeping, and watching our savings disappear. I KNEW I needed to make money but I had no idea how — especially from home. Then (https://www.threads.com/@mommybosslifestyle/post/DaDalLRjGGd)
- [threads_mommybosslifestyle#4196cf09] DONT BE SURPRISED if this comment section becomes your new wealth minded faith community. Drop what you do below. Follow every mom boss who replies. Watch what happens. I am at 3,700 friends . Lets grow together 💰🙏
- [threads_mommybosslifestyle#d5be3a82] Rest well tonight… knowing God has your back… No harm will find you and you are protected.
- [threads_mommybosslifestyle#20aa2fe0] WOMEN TO WOMEN: I pray you find FINANCIAL PEACE in AUGUST.
- [threads_mommybosslifestyle#ae72a028] Most creators are still guessing how to grow their Threads account. As for me, I’ve got a cheat sheet that

## 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=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=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=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: 78
- audience_updated_days_ago: 78

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