# Aastha (@aastha_mhaske) on x

- id: koinon:creator:x_aastha_mhaske
- url: https://koinonlink.com/kol/x/aastha_mhaske
- schema_version: 1.4

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

## Reach
- followers: 8632
- following: 33
- posts_total: 2371
- posts_observed: 6
- posts_per_day: 6.079
- account_age_days: 390
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00417
- best_post_interactions: 36
- 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: 0.95
- category_source: derived_from_recent_content
- topics: AI content creation with Claude, Prompt engineering for marketing, Automating content workflows, Growth strategies for creators on X (Twitter), AI tool tutorials and workshops
- bio: 🧠 AI Content Creator | 🚀 Twitter Growth Strategist | Helping creators & brands go viral with smart AI content ⚡
📩 Open for Collabs & Promotions

## Audience (inferred)
- status: present
- description: AI content creators and digital marketers focused on growth, especially those using AI tools for content production and campaign optimization
- roles: content
- seniority: practitioner
- pain_points: Struggling to keep up with rapid AI tool updates and best practices, Spending too much time on repetitive content revisions and editing, Lacking structured learning paths to master advanced AI prompt engineering
- posts_analysed: 4
- confidence: 0.4

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

## Quality signals
- authenticity_score: 71
- authenticity_basis: engagement_observed
- credibility_score: 71
- 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_aastha_mhaske#11dbc79b] Sat in a 45-minute call, did nothing, walked out with flawless notes. What exactly is my job now? @WisprFlow @TanKots #notetaker #Notetaker #tanaykothari #wisprflow (https://twitter.com/aastha_mhaske/status/2071932526440968687)
- [x_aastha_mhaske#a8af93b6] INSTEAD OF WATCHING NETFLIX TONIGHT. Spend 2 hour with this. Claude AI FULL COURSE that teaches you how to BUILD and AUTOMATE anything. The people who watch this tonight will wake up tomorrow with a new skill. Watch it and bookmark it now. 🔖 https://t.co/GMrFEZSyGW
- [x_aastha_mhaske#94e2a6fb] 🚨 Anthropic just showed a 27-minute workshop on how to actually do prompts for Claude. Taught by the people who built it. Free. No registration. No paywall. I've seen $300 courses that don't cover what they teach in the first 8 minutes. Watch the session https://t.co/tYLxIXTXx0
- [x_aastha_mhaske#433cb22d] The practical impact of partial editing for global campaigns: the creative that took three rounds of revision to get right is now the foundation for every market version, not a one

## 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=77, 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=77, 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=77, 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: 77
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 6
- 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_aastha_mhaske
- Request removal: https://koinonlink.com/claim?k=x_aastha_mhaske
- Terms: https://koinonlink.com/for-ai