# Amanly (@1amanly) on x

- id: koinon:creator:x_1amanly
- url: https://koinonlink.com/kol/x/1amanly
- schema_version: 1.4

## Identity
- platform: x
- handle: 1amanly
- platform_url: https://twitter.com/1amanly
- website: https://amanly.framer.website
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 874
- following: 179
- posts_total: 722
- posts_observed: 1
- posts_per_day: 1.553
- account_age_days: 465
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI video generation, SaaS product launch videos, Explainer video production, AI tools for content creation, Behind-the-scenes video creation, Design and video workflow optimization
- bio: Helping SaaS brands with launch & explainer videos

## Audience (inferred)
- status: present
- description: SaaS founders and product marketers who need high-quality launch and explainer videos
- roles: content
- seniority: practitioner
- pain_points: Struggling to create realistic, professional-grade explainer videos at scale, Finding it hard to choose the right AI video generation model for high realism, Lacking time and resources to produce high-quality video content in-house
- posts_analysed: 8
- 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: 48
- authenticity_basis: profile_shape_only
- credibility_score: 48
- 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_1amanly#98dfc05a] July with some of my favorite work https://t.co/7njrNavttC (https://twitter.com/1amanly/status/2072999329846223094)
- [x_1amanly#6d71cebd] Made with AI https://t.co/ZdflbN82Vq
- [x_1amanly#b4400fe9] Recreated this design from Zelios https://t.co/9ZBJyszped
- [x_1amanly#1bc49f65] Claude can't cook like this https://t.co/7ORRKLhvIa
- [x_1amanly#f47cb0ac] Suggest me a Ai Model for video generation Need to create videos with this level of realism https://t.co/YIjCOjNKVG
- [x_1amanly#64db70fe] 1,000 of You!! Thank you, everyone! https://t.co/wdeOTDIwqB
- [x_1amanly#c635ad68] Behind the scenes of a recent video https://t.co/O4NcGS2l4q
- [x_1amanly#7bd9eb1a] What are you feeding your designers @ElevenLabs

## 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=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=112, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## 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=x_1amanly
- Request removal: https://koinonlink.com/claim?k=x_1amanly
- Terms: https://koinonlink.com/for-ai