# Coolshrimp (@coolshrimpmodz) on tiktok

- id: koinon:creator:tiktok_coolshrimpmodz
- url: https://koinonlink.com/kol/tiktok/coolshrimpmodz
- schema_version: 1.4

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

## Reach
- followers: 41816
- following: 1032
- posts_observed: 1
- 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: 0.87
- category_source: derived_from_recent_content
- topics: Laptop and electronics repair, Refurbishing devices, 3D printing and UV printing setups, Home workshop tools and organization, BIOS fixes and hardware upgrades

## Audience (inferred)
- status: present
- description: DIY electronics repair hobbyists, laptop refurbishers, and 3D printing makers running home workshops
- roles: none
- seniority: practitioner
- pain_points: Troubleshooting specific hardware issues like BIOS corruption or board failures on older laptops, Sourcing compatible parts and upgrades for refurbishing, Setting up and optimizing home shops with printers, lasers, and repair tools, Integrating custom tools like Raspberry Pi or 3D printed solutions for workflows
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 52
- authenticity_basis: profile_shape_only
- credibility_score: 52
- 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_coolshrimpmodz#96d5b2e0] First print strait out of the package used recommended settings on spool. The imperfection on the sides are from the corners lifting squishing layers knowing this next time I could add mouse ears to keep them down. Nicely wound spool and I love this color!  Thanks @Duramic3dgloba (https://www.tiktok.com/@coolshrimpmodz)
- [tiktok_coolshrimpmodz#75023596] Check out Coolshrimp’s video! #TikTok >
- [tiktok_coolshrimpmodz#a4155112] Home shop tour. It’s finally all setup the way I want it!! Now I just need an island table. #IT #techtok #printshop #repairs #electronics #laser #homeshop #shop #tour
- [tiktok_coolshrimpmodz#b41efc8d] Cool Kids (our sped up version)
- [tiktok_coolshrimpmodz#b1769a84] It is a becoming a big trend on TikTok now! Click here: it
- [tiktok_coolshrimpmodz#853abd30] iMac Service (Internal Clean, Upgrade to SSD, Increase Ram)
- [tiktok_coolshrimpmodz#1a924506] tuH azziP - Reverse It
- [tiktok_coolshrimpmodz#da3cdffa] Just Build It, Repair Tools #opensource #console #repair #tools #web

## 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=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=61, 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=61, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=90, 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=61, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 61
- audience_updated_days_ago: 61

## AI retrieval
- indexing_requests: 11
- 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_coolshrimpmodz
- Request removal: https://koinonlink.com/claim?k=tiktok_coolshrimpmodz
- Terms: https://koinonlink.com/for-ai