# SoyRam (@soyram_7) on tiktok

- id: koinon:creator:tiktok_soyram_7
- url: https://koinonlink.com/kol/tiktok/soyram_7
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: soyram_7
- platform_url: https://www.tiktok.com/@soyram_7
- website: https://linktr.ee/rambchavez
- country: Mexico
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 12122
- following: 16
- 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: ecommerce
- subcategory: crossborder
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: E-commerce on Mercado Libre and TikTok Shop, Business mistakes and real-life failures in entrepreneurship, Importing from China and understanding Incoterms, Tax and legal compliance for online sellers, Brand protection and intellectual property in e-commerce, Personal finance and financial responsibility in small busin
- bio: ¡Esto podrás ver en mi cuenta! 
Storytime | Consejos | Negocios y más temas 
Ig: SoyRam_7

## Audience (inferred)
- status: present
- description: Mexican small business owners and aspiring entrepreneurs, mainly focused on e-commerce via Mercado Libre, TikTok Shop, and Amazon, with a strong emphasis on practical, real-world business lessons and financial risk awareness
- roles: ecom_ops
- seniority: practitioner
- pain_points: Losing money due to poor understanding of platform rules like Account Health Rating or tax regimes, Getting scammed or overcharged when importing from China due to lack of knowledge about Incoterms and brand protection, Failing to scale despite sales because of unmanaged cash flow or hidden financial traps, Struggling with branding and legal protection when selling online without registering trademarks or understanding IP ris
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 45
- authenticity_basis: profile_shape_only
- credibility_score: 45
- flagged_for_review: false
- koinon_bd_grade: B — 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_soyram_7#e8ad53da] NVIDIA encontró otra forma de vender más… sin bajar el precio. Ahora no solo vende chips: también está ayudando a conseguir financiamiento para que más empresas puedan comprar infraestructura de inteligencia artificial. La jugada es simple: si tu cliente quiere comprarte, pero no (https://www.tiktok.com/@soyram_7)
- [tiktok_soyram_7#fb02d400] original sound - soyram_7
- [tiktok_soyram_7#b4421851] It is a becoming a big trend on TikTok now! Click here: nvidia
- [tiktok_soyram_7#44d1598c] Check out SoyRam’s video! #TikTok >
- [tiktok_soyram_7#7f5d04bb] Si vas a emprender, guarda este video ANTES de gastar tu dinero. Estos son 7 consejos que pueden ahorrarte meses de errores y miles de pesos. Y n

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, 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=20, 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=20, 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=20, method=platform_profile

## Freshness
- profile_checked_days_ago: 20
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## 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_soyram_7
- Request removal: https://koinonlink.com/claim?k=tiktok_soyram_7
- Terms: https://koinonlink.com/for-ai