# marylouisediy (@marylouisediy) on tiktok

- id: koinon:creator:tiktok_marylouisediy
- url: https://koinonlink.com/kol/tiktok/marylouisediy
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: marylouisediy
- platform_url: https://www.tiktok.com/@marylouisediy
- country: Canada
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 19119
- following: 42
- posts_observed: 3
- verified: false
- size_tier: koc

## 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: lifestyle
- subcategory: home_living
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: DIY home renovation updates, Construction project challenges and progress, Home lighting and fixture choices, Furniture and comfort in renovated spaces, Personal motivation during long-term DIY builds

## Audience (inferred)
- status: present
- description: Homeowners and DIY enthusiasts following personal renovation and construction projects on TikTok
- roles: consumer
- seniority: consumer
- pain_points: Struggling with renovation decisions like lighting and electrical work, Feeling overwhelmed by the time and physical effort required for DIY projects, Lack of skills or experience when starting major home builds, Seeking validation and tips for ongoing never-ending renovation work
- posts_analysed: 40
- confidence: 0.75

## 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: 48
- authenticity_basis: profile_shape_only
- credibility_score: 48
- 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_marylouisediy#fa6c5750] Dear algorithm. The saxophones are playing. Please share my content ;) (https://www.tiktok.com/@marylouisediy)
- [tiktok_marylouisediy#70449e70] Saxophones getting louder - Sped Up
- [tiktok_marylouisediy#a71f7cc1] Check out marylouisediy’s video! #TikTok >
- [tiktok_marylouisediy#8efdc645] My electrician was adamant that I shouldn’t build this place without pot lights. But I didn’t put any in. I only want lights in this place that give beautiful warm soft side light. Just because every house has pot lights it doesn’t mean you should. They’re honestly the worst tren
- [tiktok_marylouisediy#4ecb6bcb] original sound - zzmchl
- [tiktok_marylouisediy#d0cb245b] Disorder
- [tiktok_marylouisediy#6b7e645e] Search:
- [tiktok_marylouisediy#44d9db34] pot lights

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=38, 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=0, 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=38, 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=38, method=platform_profile

## Freshness
- profile_checked_days_ago: 38
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_marylouisediy
- Request removal: https://koinonlink.com/claim?k=tiktok_marylouisediy
- Terms: https://koinonlink.com/for-ai