# Tech Santos (@techsantos) on tiktok

- id: koinon:creator:tiktok_techsantos
- url: https://koinonlink.com/kol/tiktok/techsantos
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: techsantos
- platform_url: https://www.tiktok.com/@techsantos
- website: https://a.co/d/07APWxvR
- country: Mexico
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 948189
- following: 29
- posts_total: 1265
- 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: software
- subcategory: app
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Apple iOS updates and ecosystem, Smartphone and gadget reviews/unboxings, AI features in consumer devices, Wearables and accessories, Tech company news and announcements
- bio: Noticias | Unboxings | Reviews
Todo tech📱⌚️💻

Instagram/Twitter: @techsantos
Mi tienda de Amazon👇🏼

## Audience (inferred)
- status: present
- description: Mexican tech gadget consumers and Apple/Android enthusiasts who follow product launches, unboxings and reviews
- roles: consumer
- seniority: consumer
- pain_points: Deciding which new phone, tablet or wearable to buy among many similar options, Understanding how new AI features actually work in daily use, Keeping up with frequent iOS, Android and gadget releases, Finding trustworthy reviews before spending on expensive devices
- posts_analysed: 86
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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_techsantos#bfc61de0] ¿Cuál es el imán más fuerte que conoces? ¿Qué es lo más grande que puede mover? 🤔🤔🤔 (https://www.tiktok.com/@techsantos)
- [tiktok_techsantos#1086e2d8] original sound - techsantos
- [tiktok_techsantos#f393c935] Check out Tech Santos’s video! #TikTok >
- [tiktok_techsantos#a68b5891] Nuevo iPhone Air 🔥
- [tiktok_techsantos#1a2813f7] El nuevo Samsung Galaxy Ring! Todo lo nuevo en YT!
- [tiktok_techsantos#bf3d44de] Te cuento quién es el nuevo CEO de Apple, John Ternus 👉🏻 en el nuevo video de Youtube.
- [tiktok_techsantos#6b7e645e] Search:
- [tiktok_techsantos#7432f5ec] facetime con milano tim cook

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=32, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=32, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=32, 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=43, 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=43, 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=43, method=platform_profile

## Freshness
- profile_checked_days_ago: 43
- content_analysed_days_ago: 0
- audience_updated_days_ago: 32

## 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_techsantos
- Request removal: https://koinonlink.com/claim?k=tiktok_techsantos
- Terms: https://koinonlink.com/for-ai