# Ilya (@its_ilya) on x

- id: koinon:creator:x_its_ilya
- url: https://koinonlink.com/kol/x/its_ilya
- schema_version: 1.4

## Identity
- platform: x
- handle: its_ilya
- platform_url: https://twitter.com/its_ilya
- website: https://ilyanobsai.substack.com
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1112
- following: 617
- posts_total: 7906
- posts_observed: 1
- posts_per_day: 5.104
- account_age_days: 1549
- verified: true
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: 0.95
- category_source: derived_from_recent_content
- topics: AI writing workflows, Minimalist productivity tool stacks, Survey insights on AI job impact, Practical automation for entrepreneurs
- bio: No BS AI, Automation & Entrepreneurship

## Audience (inferred)
- status: present
- description: Entrepreneurs and professionals seeking practical, no-nonsense advice on using AI and automation for productivity and business
- roles: automation
- seniority: practitioner
- pain_points: Maintaining personal voice and style when using AI writing tools, Overwhelm from testing too many productivity tools instead of sticking to a few, Uncertainty about how AI will change their daily work and job security
- posts_analysed: 3
- confidence: 0.4

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

## Quality signals
- authenticity_score: 52
- authenticity_basis: profile_shape_only
- credibility_score: 52
- flagged_for_review: false
- koinon_bd_grade: B — 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_its_ilya#eee03fb2] Write the bad version yourself first, then let AI clean it. Do it the other way and you spend the whole time editing someone else's voice back into yours. Which honestly takes longer than just writing the thing. Most people prompt first because the blank page is the scary part. W (https://twitter.com/its_ilya/status/2072991564679307323)
- [x_its_ilya#705a10c1] Over a third of people expect AI to do most of their job next year. Only 10% think they will lose their job. Both numbers came out of the same survey. So most people apparently believe the work disappears while the job stays. That is not really how it went for any tool before thi
- [x_its_ilya#828326ae] You need 2 or 3 tools to be productive. Maybe. Most people run 20 because trying a new o

## 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=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=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=0.25, 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=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: 80
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 8
- 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_its_ilya
- Request removal: https://koinonlink.com/claim?k=x_its_ilya
- Terms: https://koinonlink.com/for-ai