# Vellum (@vellum_ai) on x

- id: koinon:creator:x_vellum_ai
- url: https://koinonlink.com/kol/x/vellum_ai
- schema_version: 1.4

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

## Reach
- followers: 1649
- following: 55
- posts_total: 314
- posts_observed: 2
- posts_per_day: 0.252
- account_age_days: 1246
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00788
- best_post_interactions: 13
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI assistant customization, Voice-enabled AI agents, Self-improving AI skills, AI agent integration with viral content platforms, Personal AI assistant development, AI agent personality design
- bio: A personal AI assistant that evolves with you 👾

## Audience (inferred)
- status: present
- description: Early adopters and tech enthusiasts building AI assistants, mainly developers and product builders experimenting with voice-enabled, self-improving AI agents
- roles: dev
- seniority: practitioner
- pain_points: Struggling to give AI assistants a consistent and customizable personality, Finding it hard to integrate voice interaction into AI agents without heavy engineering, Needing automated skill generation to reduce manual configuration, Lacking access to real-time viral content data for AI agent capabilities
- posts_analysed: 7
- confidence: 0.4

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

## Quality signals
- authenticity_score: 69
- authenticity_basis: engagement_observed
- credibility_score: 69
- 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_vellum_ai#01cf8278] Vellum Assistant embodied 🤯 (https://twitter.com/vellum_ai/status/2069455336973726153)
- [x_vellum_ai#a92144ab] your vellum can have any personality you want 🤠
- [x_vellum_ai#3b28a1e7] @jameygannon going off with voice mode
- [x_vellum_ai#cb5e81fb] Check out how @howitships and the team innovated voice as a communication surface for Assistants!
- [x_vellum_ai#d54729a6] Voice Mode is now live for all Vellum Assistants! Have a conversation from anywhere to get things done with your assistant.
- [x_vellum_ai#57446b36] New in Vellum: Self-improving skills 🍄✨ Your assistant notices what you do often and creates new skills on the go. The next time you ask it to plan a trip, organize your week, or follow up with a client, it will do it faster and better. Available on every plan, including Free.
- [x_vellum_ai#149c770c] Assistants can make you go viral using our new @virlomain Plugin It gives your Assistant access to to 21K+ creators and 4M+ videos to tell you > Viral trends in your niche > The best creators doing it > What viral content to make Unlocks for your viral market

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, 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=80, 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: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 7
- 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_vellum_ai
- Request removal: https://koinonlink.com/claim?k=x_vellum_ai
- Terms: https://koinonlink.com/for-ai