# Atta 🐬 (@attacomsian) on x

- id: koinon:creator:x_attacomsian
- url: https://koinonlink.com/kol/x/attacomsian
- schema_version: 1.4

## Identity
- platform: x
- handle: attacomsian
- platform_url: https://twitter.com/attacomsian
- website: http://startupbase.io
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1951
- following: 932
- posts_total: 6169
- posts_observed: 7
- posts_per_day: 0.967
- account_age_days: 6380
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00103
- best_post_interactions: 2
- 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-powered product development, Solo founder journey, Startup launch strategies, Early user acquisition, AI tools for developers, Product discovery on social platforms
- bio: Solo founder shipping real products with AI

@startupbaseio — Launch, get featured & land your first users ($1k MRR)
@depostdotai — LinkedIn AI head of content

## Audience (inferred)
- status: present
- description: Solo founders and indie hackers building AI-powered products, primarily focused on early-stage startup growth and product launch
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to get visibility and traction on platforms like X (Twitter) without high impression volume, Finding it hard to validate product-market fit with limited user feedback, Needing tools that save time on coding and deployment, especially for solo founders, Lacking access to curated opportunities for product discovery and early user acquisition
- posts_analysed: 6
- 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: 59
- authenticity_basis: engagement_observed
- credibility_score: 59
- 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_attacomsian#71663853] Week 4 on X: followers: 2,792 (+140) replies sent: 1,097 posts: 22 best post: "90 days of startupbase" recap onward 👇 https://t.co/IfZKWF9enL (https://twitter.com/attacomsian)
- [x_attacomsian#d03be058] 37 today 🕯️ If this journey has taught me anything, it’s that life doesn’t change in giant leaps. It changes in the small decisions you make every single day. Keep showing up. https://t.co/93SwNXEQ7E
- [x_attacomsian#36789ad1] 14+ years of SWE experience. my only commit: "deploy on prod" 😌 the rest? all Atta ✨ (that's the AI) what a time to be alive. https://t.co/1Thdp8fW8G
- [x_attacomsian#914e89da] what's one AI tool you'd pay double for? for me, it is claude code 🤎
- [x_attacomsian#6dbe60fc] am I the only one who didn't get paid by X today? 😭 you need 5M impressions in 3 months to qualify. and replies don't even count. how is a small account supposed to hit that? asking for a friend (me) 👇
- [x_attacomsian#af4fa568] submit your product below. 👇 tell me what you're building and who it's for. best ones get featured at the top of the S

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=81, 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=81, 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=81, 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: 81
- audience_updated_days_ago: 21

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