# Your Budget Bestie! (@iamtommiemarie) on tiktok

- id: koinon:creator:tiktok_iamtommiemarie
- url: https://koinonlink.com/kol/tiktok/iamtommiemarie
- schema_version: 1.4

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

## Reach
- followers: 2404
- following: 254
- posts_observed: 2
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: finance
- subcategory: personal_fin
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Paycheck budgeting and breakdowns, Debt-free living and emergency funds, Separating cards for different expenses, Avoiding gambling and new financial problems, Career tips without burnout
- bio: Bringing financial literacy to everyday people.
Realistic Budgeting • Wealth Building • Better Money Habits 
📍DC 👉🏽 MD

## Audience (inferred)
- status: present
- description: Everyday middle-class individuals focused on personal budgeting, debt avoidance, and basic financial habits
- roles: consumer
- seniority: consumer
- pain_points: Struggling to stretch paychecks after deductions like insurance, Avoiding credit card debt during big life expenses like moving, Forgetting small recurring costs that derail budgets, Managing multiple expense categories without overspending
- posts_analysed: 22
- 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: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- 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_iamtommiemarie#e0325ab3] It makes so much sense when you say it out loud lol. I thought my paycheck would be a lot lesser now that I have to pay more in medical insurance cost and started contributing to a HSA. I was surprised to see that my paycheck only decreased $32 when I added way more than $32 in d (https://www.tiktok.com/@iamtommiemarie)
- [tiktok_iamtommiemarie#35be85de] original sound - iamtommiemarie
- [tiktok_iamtommiemarie#b15df756] It is a becoming a big trend on TikTok now! Click here: smartmoney
- [tiktok_iamtommiemarie#3df09699] Check out Your Budget Bestie!’s video! #TikTok >
- [tiktok_iamtommiemarie#e291543c] Accountants, I need you all to come back to the front and let’s discuss salary this time for your current position. If you don’t feel comfortable giving exact numbers, salary ranges are also acceptable and maybe even Geo location

## 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=53, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=53, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=53, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=53, 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=53, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=107, 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=0.25, freshness_days=53, 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=107, 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=107, method=platform_profile

## Freshness
- profile_checked_days_ago: 107
- content_analysed_days_ago: 53
- audience_updated_days_ago: 53

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