# tobistooltime (@tobistooltime) on tiktok

- id: koinon:creator:tiktok_tobistooltime
- url: https://koinonlink.com/kol/tiktok/tobistooltime
- schema_version: 1.4

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

## Reach
- followers: 20382
- following: 61
- posts_total: 828
- 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: Elektroinstallation und Smart Home, Photovoltaik, Balkonkraftwerke und Speicher, Werkzeuge, Messgeräte und Materialien, Messen (Intersolar, Light + Building), Kundenwahrnehmung und Handwerkspolitik

## Audience (inferred)
- status: present
- description: German electricians, craft businesses, and hands-on practitioners in the electrical field working on construction sites and in everyday tasks involving installations, solar power, and smart home systems
- roles: none
- seniority: practitioner
- pain_points: Customers view prices (hourly rates, material markups) as exploitative and don't understand cost calculations, High time investment for quotes, scope documents, and grid connection applications with low profit potential, Lack of societal and political recognition for skilled trades, On-site challenges such as incorrect drilling, improper cable measurement, or using unsuitable tools
- 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: 56
- authenticity_basis: profile_shape_only
- credibility_score: 56
- 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_tobistooltime#911ee123] ⏳ Ich warte tatsächlich immer noch auf eine Rückmeldung der Elektro-Innung Köln … Ausgangspunkt war ein Kurzvideo von mir zu einem fachlichen Thema. ⚡️ In der anschließenden Diskussion hat sich eine Person zu Wort gemeldet, die nach eigener Aussage als Dozent der Elektro-Innung s (https://www.tiktok.com/@tobistooltime)

## 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=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=72, 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=72, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, 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=72, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

## AI retrieval
- indexing_requests: 8
- 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_tobistooltime
- Request removal: https://koinonlink.com/claim?k=tiktok_tobistooltime
- Terms: https://koinonlink.com/for-ai