# Tech Guru (@it.techguru) on tiktok

- id: koinon:creator:tiktok_it.techguru
- url: https://koinonlink.com/kol/tiktok/it.techguru
- schema_version: 1.4

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

## Reach
- followers: 8174
- posts_observed: 1
- 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: software
- subcategory: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Windows driver installation, Blue screen and crash fixes, Privacy settings and tracking disable, System diagnostics and RAM checks, Activation commands and God Mode tricks

## Audience (inferred)
- status: present
- description: Everyday Windows PC users dealing with crashes, driver issues, activation problems and privacy settings
- roles: consumer
- seniority: consumer
- pain_points: Blue screen errors and random PC crashes, Missing or faulty drivers causing hardware issues, Windows activation watermarks after reinstalls, Windows tracking user activity and search data
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 43
- authenticity_basis: profile_shape_only
- credibility_score: 43
- 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_it.techguru#0e2885a6] Inatall all windows drivers #creatorsearchinsights #pcfix #Tech #techsupport #computerfix (https://www.tiktok.com/@it.techguru)
- [tiktok_it.techguru#c089921f] original sound - it.techguru
- [tiktok_it.techguru#815df183] It is a becoming a big trend on TikTok now! Click here: creatorsearchinsights
- [tiktok_it.techguru#f8b47631] Check out Tech Guru’s video! #TikTok >
- [tiktok_it.techguru#6b7e645e] Search:
- [tiktok_it.techguru#1becc6aa] install driver for laptop format
- [tiktok_it.techguru#7eedc1ef] tech guru
- [tiktok_it.techguru#b7ac8415] Ever notice that annoying delay before your right-click menu pops up? It's not your PC — it's a hidden Windows setting. Change one number in the registry and your menus open almost instantly. #WindowsTips #Windows11 #PCHacks #TechTok #RegistryHack

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=112, 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=59, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

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