# Aaliya (@aaliya_va) on x

- id: koinon:creator:x_aaliya_va
- url: https://koinonlink.com/kol/x/aaliya_va
- schema_version: 1.4

## Identity
- platform: x
- handle: aaliya_va
- platform_url: https://twitter.com/aaliya_va
- website: https://www.passionfroot.me/aaliya-tm
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 31535
- following: 519
- posts_total: 78169
- posts_observed: 3
- posts_per_day: 45.002
- account_age_days: 1737
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00029
- best_post_interactions: 9
- 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 tools for presentations and slides, AI product releases and updates, Benchmarks vs real output quality in AI design, Vision AI that understands context and gives guidance
- bio: Growth Specialist for AI (SaaS) | Influencer Marketing | 150k Family on X & LinkedIn | Content Writer | Worked with 450+ brands worldwide |Top Rated on #Fiverr

## Audience (inferred)
- status: present
- description: AI SaaS users, marketers and content creators seeking practical AI tools for presentations, design and productivity
- roles: general_ai
- seniority: practitioner
- pain_points: AI slide tools that produce generic or low-quality output users actually dislike, Benchmarks that don't reflect real-world presentation or design performance, Difficulty finding AI tools that go beyond basic object recognition to provide useful guidance
- 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: 53
- authenticity_basis: engagement_observed
- credibility_score: 88
- 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_aaliya_va#ab991877] A lot of AI tools can make slides. Very few consistently create presentations people actually prefer. That's what makes the @perceptis_ai 2.0 new release, reaching #1 in Corporate Design on @DesignArena, worth paying attention to. https://t.co/Sc9XLyC5eP (https://twitter.com/aaliya_va)
- [x_aaliya_va#509e30cf] Your camera is no longer just capturing what you see. NewEyes goes beyond recognizing objects. It understands what you're looking at and provides useful guidance in real time. Whether you're shopping, choosing an outfit, decorating your home, identifying plants, or exploring new 
- [x_aaliya_va#1f9cef25] Benchmarks only matter when they reflect real output. Perceptis 2.0 new release taking the #1 spot in Corporate Design on @DesignArena shows that quality still wins. Speed matters but results matter more. Congrats to @perceptis_ai on setting a

## 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=79, 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=79, 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=79, 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: 79
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 14
- 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_aaliya_va
- Request removal: https://koinonlink.com/claim?k=x_aaliya_va
- Terms: https://koinonlink.com/for-ai