# dFusion AI Protocol (@dFusionAI) on x

- id: koinon:creator:x_dfusionai
- url: https://koinonlink.com/kol/x/dFusionAI
- schema_version: 1.4

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

## Reach
- followers: 106989
- following: 8213
- posts_total: 3953
- posts_observed: 4
- posts_per_day: 4.358
- account_age_days: 907
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00148
- best_post_interactions: 158
- 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: ai_tools
- category_confidence: 0.3
- category_source: derived_from_discovery_path
- bio: dFusion AI is a protocol to create community-driven knowledge base backbone for the Agentic Web. 

Discord: https://t.co/nh14x8B7gP

## Audience (inferred)
- status: present
- description: struggles to accurately identify the audience from limited and mixed content
- roles: none
- seniority: practitioner
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.85
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 92
- authenticity_basis: engagement_observed
- credibility_score: 92
- flagged_for_review: false
- koinon_bd_grade: A — 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_dfusionai#ed5345b1] Most people using dFusion stop at running queries. Owning a subnet is the next step: more capacity, more activity, and a domain that accrues points through usage instead of just participating in someone else's. Here's exactly how to get one, start to finish: https://t.co/tu56Klc3 (https://twitter.com/dFusionAI)
- [x_dfusionai#4224195f] Something new is coming to dFusion, invite-only at first. Subnet holders skip the line. That's the short version. Claiming a slot now isn't just about the domain anymore, it's about where you stand when this opens. https://t.co/czOe8l9MpI https://t.co/P5E3gLyU7o
- [x_dfusionai#7c23082b] https://t.co/drvgXRqWTJ
- [x_dfusionai#e75a04b9] Most creators have no idea what they're actually worth. Brands either overpay or lowball them. Agencies are mostly guessing too. This is what an entire economy looks like when nobody shares data. Sponsorship rates, real engagement numbers, audience quality, all of it locked insid

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, 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=120, 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=120, 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=120, method=platform_profile

## Freshness
- profile_checked_days_ago: 120
- content_analysed_days_ago: 111
- audience_updated_days_ago: 67

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