# almeena | Founder, SOLUS ✈️ (@almeenas) on tiktok

- id: koinon:creator:tiktok_almeenas
- url: https://koinonlink.com/kol/tiktok/almeenas
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: almeenas
- platform_url: https://www.tiktok.com/@almeenas
- website: https://linktr.ee/almeena.shaikh
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2406
- following: 118
- posts_observed: 11
- verified: false
- 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: 0.85
- category_source: derived_from_recent_content
- topics: building in public as aviation founder, AI applications and limitations in aviation, general AI concepts (AGI, agentic AI, LLMs), flight school and CFI engagement for product development, startup founder life and design partnerships
- bio: 1% better every day |📍sf
veteran, pilot, ex-pentagon, NASA & google
founder of @solus

## Audience (inferred)
- status: present
- description: GA pilots, CFIs, flight school operators and aviation tech enthusiasts following a founder building an AI tool for general aviation
- roles: general_ai
- seniority: practitioner
- pain_points: FAA regulations lagging behind AI tools for pilot decision-making, current pilot currency rules not reflecting real-world readiness in IMC/low-vis conditions, difficulty finding credible AI products that aren't just hype or AI-washing, limited agentic AI capabilities available for practical aviation use cases
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- flagged_for_review: false
- koinon_bd_grade: C — 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
- [tiktok_almeenas#78896dfe] no regrets on my service. zero. but there’s a specific kind of frustration that comes with swearing an oath to a constitution and then watching the people in charge treat it like a suggestion. I’m a veteran… i’m allowed to say that. (https://www.tiktok.com/@almeenas)
- [tiktok_almeenas#f5f7fb34] original sound - editzzbylli
- [tiktok_almeenas#bf428dc1] Mrs Magic (Strings Version)
- [tiktok_almeenas#654ef2ad] Check out almeena | Founder, SOLUS ✈️’s video! #TikTok >
- [tiktok_almeenas#af199664] @solus is now international! *cue celebratory dance* #aviation #pilot #avgeek #buildinginpublic #businesstok
- [tiktok_almeenas#8ad7ffdb] original sound - aria_lyrics
- [tiktok_almeenas#5b3ca792] Copines
- [tiktok_almeenas#e97e23dc] It is a becoming a big trend on TikTok now! Click here: aviation

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=59, 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=59, 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=59, 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=59, method=platform_profile

## Freshness
- profile_checked_days_ago: 59
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

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