# Maria (@thisismariaa25) on x

- id: koinon:creator:x_thisismariaa25
- url: https://koinonlink.com/kol/x/thisismariaa25
- schema_version: 1.4

## Identity
- platform: x
- handle: thisismariaa25
- platform_url: https://twitter.com/thisismariaa25
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 17652
- following: 14506
- posts_total: 1390
- posts_observed: 4
- posts_per_day: 6.205
- account_age_days: 224
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01547
- best_post_interactions: 273
- 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 tools, Prompt techniques, New model releases and comparisons, Monetization of AI content
- bio: AI Creator & Prompt Specialist | DM for collaborations & promo | 📧 [contact removed] | CPP: https://t.co/5UkkhjLFCv

## Audience (inferred)
- status: present
- description: AI content creators, prompt engineers and aspiring monetizers focused on generative tools for images/video
- roles: content
- seniority: practitioner
- pain_points: Keeping up with fast-changing AI image/video models and features, Achieving consistent output quality across different tools, Learning effective prompts to produce usable commercial content, Finding reliable ways to monetize AI-generated work
- 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: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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_thisismariaa25#e95a7370] A competition that helps everyone understand and learn how to create AI content—and discover ways to monetize it. Click the link:https://t.co/4viNGbuIc4 to register. The registration fee includes AI courses and token credits for creating 6-7 minutes videos that use our best 30-se (https://twitter.com/thisismariaa25)
- [x_thisismariaa25#f7e66f86] AI creators are about to get a serious upgrade. Seedance 2.5 Unlimited is coming soon to @ImagineArt_X , bringing unlimited possibilities to create, experiment, and tell stories like never before. 🚀
- [x_thisismariaa25#aea79ddb] The consistency jump alone has me excited for this one. Seedance 2.5 is now live on @Anyfilmai with 30-second generations, support for up to 50 multimodal references, and much stronger character &amp; scene consistency. 🔥
- [x_thisismariaa25#2e28a5d8] Same prompt. Same settings. Two different models. I recreated the same luxu

## 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=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: 67

## 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_thisismariaa25
- Request removal: https://koinonlink.com/claim?k=x_thisismariaa25
- Terms: https://koinonlink.com/for-ai