# Salesforce News & Insights (@SalesforceNews) on x

- id: koinon:creator:x_salesforcenews
- url: https://koinonlink.com/kol/x/SalesforceNews
- schema_version: 1.4

## Identity
- platform: x
- handle: SalesforceNews
- platform_url: https://twitter.com/SalesforceNews
- website: http://www.salesforce.com/news
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 23741
- following: 896
- posts_total: 4736
- posts_observed: 3
- posts_per_day: 1.415
- account_age_days: 3348
- verified: false
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00013
- best_post_interactions: 3
- 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: 0.85
- category_source: derived_from_recent_content
- topics: Agentforce 360与Missionforce, 美国陆军/国防工业AI部署, Slackbot分析团队扩展, Salesforce企业AI新闻
- bio: News and insights from Salesforce. Please send media requests to [contact removed]

## Audience (inferred)
- status: present
- description: Salesforce enterprise users, AI automation practitioners, and defense/government technology decision-makers
- roles: automation
- seniority: practitioner
- pain_points: How to deploy autonomous AI agents within compliant environments, Scaling analysis teams and integrating with Agentforce, Tracking the latest updates on Salesforce's defense security products
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.7
- open_to_collaboration: true
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 40
- authenticity_basis: engagement_observed
- credibility_score: 75
- 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_salesforcenews#c55b3b5c] Salesforce announced that the DOW and defense industrial base can now leverage full capabilities of Agentforce 360 through Missionforce National Security, providing a mission-ready agentic portfolio to create an unbreakable chain from data to decision. https://t.co/WT0eCinFUn htt (https://twitter.com/SalesforceNews/status/2070134729563672781)
- [x_salesforcenews#d0f1698d] Salesforce's Missionforce National Security has been selected by the U.S. Army Human Resources Command (HRC) to deploy secure, autonomous AI agents and modernize HR support for 9.2 million soldiers, veterans, and military families: https://t.co/8IG6k7YnNP https://t.co/y3qLhau1rW
- [x_salesforcenews#007ce333] Ask Slackbot: How do I scale my burdened analytics team? Get advice for the agentic age from a columnist that always has the right context. Want to submit a question for a future Ask Slackbot column? Email [contact removed]. https://t.co/oRIx4yv6uC https://t.co/8q09TYxsCE
- [x_salesforcenews#530d1507] Salesforce details 3 el

## 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=119, 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=119, 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=119, method=platform_profile

## Freshness
- profile_checked_days_ago: 119
- content_analysed_days_ago: 78
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 10
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
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- Request removal: https://koinonlink.com/claim?k=x_salesforcenews
- Terms: https://koinonlink.com/for-ai