# Built With Tools (@builtwithtools) on tiktok

- id: koinon:creator:tiktok_builtwithtools
- url: https://koinonlink.com/kol/tiktok/builtwithtools
- schema_version: 1.4

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

## Reach
- followers: 100438
- following: 78
- posts_observed: 3
- verified: false
- size_tier: kol

## 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: 0.95
- category_source: derived_from_recent_content
- topics: Drywall hole repair, Milwaukee tool reviews, Door replacement and repair, Deck and outdoor builds, Home improvement hacks and clips

## Audience (inferred)
- status: present
- description: DIY homeowners and weekend warriors who handle their own home repairs and tool purchases
- roles: consumer
- seniority: consumer
- pain_points: Messy, slow drywall patching that never looks clean, Home repair jobs that drag on longer than expected due to missing tools or methods, Choosing reliable power tools without wasting money on the wrong ones, Fixing doors, holes, and decks without hiring professionals
- 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: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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_builtwithtools#1f623bf4] I hope this video on how to replace an existing interior door is helpful.  A few few tips and tricks that I use to speed things up. Like using the old door to transfer measurements 👍  @Lowe’s  #howto #interiordoor #doorreplacement #DIY #homeimprovement (https://www.tiktok.com/@builtwithtools)
- [tiktok_builtwithtools#2fe1e7ef] original sound - builtwithtools
- [tiktok_builtwithtools#8693b501] Whether it's a tutorial or a step by step process, here is #HowTo
- [tiktok_builtwithtools#040c8b1b] It is a becoming a big trend on TikTok now! Click here: howto
- [tiktok_builtwithtools#b735a4f4] Check out Built With Tools’s video! #TikTok >
- [tiktok_builtwithtools#6b7e645e] Search:
- [tiktok_builtwithtools#0cb33c59] wood filler door
- [tiktok_builtwithtools#a9121d08] How to repair cracked drywall 👍 I use this taping tool because it puts the exact amount of mud on the tape and covers 100% so you never have to worry about  bubbles in the tape. Makes it fool proof 👍 link in bio if you’re interested. @Buddy Tools LLC  #drywall #drywallfinisher 

## 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=52, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=52, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=52, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=52, 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=52, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=52, 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=52, 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=52, 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=52, method=platform_profile

## Freshness
- profile_checked_days_ago: 52
- content_analysed_days_ago: 52
- audience_updated_days_ago: 52

## AI retrieval
- indexing_requests: 10
- 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_builtwithtools
- Request removal: https://koinonlink.com/claim?k=tiktok_builtwithtools
- Terms: https://koinonlink.com/for-ai