# Salesforce Partners (@partnerforce) on x

- id: koinon:creator:x_partnerforce
- url: https://koinonlink.com/kol/x/partnerforce
- schema_version: 1.4

## Identity
- platform: x
- handle: partnerforce
- platform_url: https://twitter.com/partnerforce
- website: https://partners.salesforce.com/
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 101073
- following: 2549
- posts_total: 14266
- posts_observed: 4
- posts_per_day: 2.356
- account_age_days: 6054
- verified: false
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00005
- best_post_interactions: 5
- 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 Partner Awards and submissions, New Salesforce features and campaign kits for partners, Agentforce and AI agent implementations, Partner relevance and business growth in the Salesforce ecos
- bio: Trailblazing partners are changing the trajectory of their lives and their businesses in the @salesforce economy. Check out the latest innovation here.

## Audience (inferred)
- status: present
- description: Salesforce consulting partners, partner firms, and ecosystem professionals running or growing Salesforce-related businesses
- roles: sales
- seniority: decision_maker
- pain_points: Keeping up with fast-moving Salesforce product launches and features, Winning Partner of the Year Awards and industry recognition, Quickly adopting and pitching new tools like Agentforce to win client deals, Staying relevant and competitive as a partner in the Salesforce economy
- posts_analysed: 4
- confidence: 0.4

## 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: 49
- authenticity_basis: engagement_observed
- credibility_score: 84
- 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_partnerforce#e745ee6d] Salesforce Consulting Partners! 🚀 The new Slack Campaign Kits are officially live. We’ve packaged ready-to-use messaging, copy and social assets so you can launch your next campaign faster. Customize it in minutes! Access the kit here: https://t.co/5TQ095Eljt https://t.co/Ia8hWD (https://twitter.com/partnerforce)
- [x_partnerforce#9d63cc0e] Still thinking about submitting for the Partner of the Year Awards? Us too. Hear more about what makes this year's awards so special. 👉 Submit in Partnerblazer by July 27: https://t.co/dszdoJE4Zu https://t.co/SdsjGnehdc
- [x_partnerforce#6a80020e] Clients only paying for actual case resolutions? Agentforce Help Agent is live! Get the quick win by setting it up in minutes, then use that trust to pitch the real custom architecture work. Register for our enablement webinar using the link below! 👇 https://t.co/5RC8IPyhDq http
- [x_partnerforce#cbb6d008] Technology moves fast, and partners have never been more relevant. We need your voice

## 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=111, 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=111, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=111, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 111
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 12
- 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_partnerforce
- Request removal: https://koinonlink.com/claim?k=x_partnerforce
- Terms: https://koinonlink.com/for-ai