# digitalegy (@digitalegy) on tiktok

- id: koinon:creator:tiktok_digitalegy
- url: https://koinonlink.com/kol/tiktok/digitalegy
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: digitalegy
- platform_url: https://www.tiktok.com/@digitalegy
- website: https://landing.digitalegy.io/es/vortx-edicion-2026
- country: Mexico
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 9701
- following: 3
- 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: saas
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: HubSpot automation and RevOps workflows, WhatsApp + CRM integration, AI implementation realities and limits, Lead scoring and sales qualification, VortX virtual events and B2B provider matching
- bio: 🟠 HubSpot Diamond Partner 💎- RevOps Company

## Audience (inferred)
- status: present
- description: B2B decision makers and practitioners in Latin America (Mexico, Colombia, etc.) running sales, marketing or operations at companies adopting or scaling HubSpot and RevOps tools
- roles: sales
- seniority: decision_maker
- pain_points: Losing up to 40% of opportunities because WhatsApp and leads are managed manually, AI projects failing to deliver ROI due to poor implementation strategy, Sales teams overwhelmed by unqualified leads and slow qualification, Wasting months on cold outreach instead of getting direct meetings with buyers
- posts_analysed: 79
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 44
- authenticity_basis: profile_shape_only
- credibility_score: 44
- 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_digitalegy#49343a1d] Gartner expects more than 40% of agentic AI projects to be cancelled before the end of 2027. The three reasons they give: escalating costs, unclear business value, inadequate risk controls. Notice what is missing from that list. Nobody says the models were not good enough. Which  (https://www.tiktok.com/@digitalegy)

## 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=79, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=79, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=79, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=87, 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=79, 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=87, 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=87, method=platform_profile

## Freshness
- profile_checked_days_ago: 87
- content_analysed_days_ago: 79
- audience_updated_days_ago: 79

## AI retrieval
- indexing_requests: 9
- 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_digitalegy
- Request removal: https://koinonlink.com/claim?k=tiktok_digitalegy
- Terms: https://koinonlink.com/for-ai