# Marilo Meta (@MariloMeta) on x

- id: koinon:creator:x_marilometa
- url: https://koinonlink.com/kol/x/MariloMeta
- schema_version: 1.4

## Identity
- platform: x
- handle: MariloMeta
- platform_url: https://twitter.com/MariloMeta
- country: EE
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1416
- following: 1228
- posts_total: 5847
- posts_observed: 1
- posts_per_day: 1.058
- account_age_days: 5529
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00282
- best_post_interactions: 4
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: Salesforce MVP renewals, Agentforce and Salesforce AI evolution, Slack community features and bots, Trail updates and certifications
- bio: ☁ Salesforce MVP | CEO @LDA_Digital 🇪🇪🇦🇱 | President @LDA_Europe 🇦🇱 🇽🇰 🇲🇰 🇲🇪 🇷🇸 🇪🇪| Salesforce Community Leader @albaniadreamin

## Audience (inferred)
- status: present
- description: Salesforce MVPs, community leaders, admins and practitioners focused on Salesforce AI, Agentforce and Slack integrations
- roles: automation
- seniority: practitioner
- pain_points: Keeping up with rapid Salesforce AI/Agentforce releases and Trail updates, Building practical AI agents and Slackbot use cases for productivity, Maintaining community engagement and MVP status renewal
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.95
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 43
- authenticity_basis: engagement_observed
- 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
- [x_marilometa#c5bebba4] Honored and grateful to be renewed as a @salesforce MVP for 2026. Congratulations to all renewed Salesforce MVPs and welcome to the new MVP 2026 class. Excited for another year of learning, giving back, and building together. #SalesforceMVP #TrailblazerCommunity #CRM #Agentforce  (https://twitter.com/MariloMeta/status/2072372141975117881)
- [x_marilometa#e5099ea6] Hosted and presented the Agentblazer Status 2026 session, covering Trail updates, the evolution of Salesforce AI and Agentforce, and what earning or renewing status means, plus ran a competitive Agentblazer trivia with a certification voucher prize. #Agentforce https://t.co/Geg1x
- [x_marilometa#f833fa08] Led the Slack Community session focused on the Slackbot launch, practical community use cases, productivity features like canvases and summaries, and AI in the flow of work, wrapping up with Slackbot trivia and a certification voucher award. #Slackbot #SlackCommunity https://t.co
- [x_marilometa#37d9a215] Just renew

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=0.5, freshness_days=78, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 78
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 5
- 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=x_marilometa
- Request removal: https://koinonlink.com/claim?k=x_marilometa
- Terms: https://koinonlink.com/for-ai