# Tehmin X AI (@TehminaDEX) on x

- id: koinon:creator:x_tehminadex
- url: https://koinonlink.com/kol/x/TehminaDEX
- schema_version: 1.4

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

## Reach
- followers: 21708
- following: 2403
- posts_total: 5134
- posts_observed: 1
- posts_per_day: 7.313
- account_age_days: 702
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01009
- best_post_interactions: 219
- 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: RevOps evolution in tech companies, AI tools for workflow automation, Cinematic-quality AI video generation, Productivity-boosting AI tool curation

## Audience (inferred)
- status: present
- description: Tech company RevOps practitioners and early adopters of AI automation tools, mainly mid-level ops and tech managers
- roles: automation
- seniority: practitioner
- pain_points: Struggling to keep up with rapidly evolving RevOps frameworks and integration workflows, Finding it hard to identify which AI tools actually deliver real productivity gains, Overwhelmed by the sheer number of AI tools available and unsure which ones to prioritize
- 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: 81
- authenticity_basis: engagement_observed
- credibility_score: 81
- 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_tehminadex#c2191ee2] A clear demonstration of how RevOps will look across tech companies in two years. (https://twitter.com/TehminaDEX/status/2064317722318803365)
- [x_tehminadex#0ec85c9a] Seedance 2.5 is looking seriously impressive. The visual quality, fine details, and incredibly natural motion make every frame feel polished and cinematic. Can't wait to try it on Higgsfield when it drops. https://t.co/RPF6qjEbHA
- [x_tehminadex#598e759b] 85+ AI Tools to replace your tedious work: 1. Ideas ChatGPT https://t.co/YfLxwGsj6k Writesonic Rytr AI-Writer ContentBot Scalenut Frase https://t.co/AubTEkmuPO Anyword 2. Design Canva Adobe Spark Designify https://t.co/V9iX0CawMa DeepArt Let's Enhance Lumen5 Crello Snappa Ideogra

## 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=121, 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=121, 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=121, method=platform_profile

## Freshness
- profile_checked_days_ago: 121
- content_analysed_days_ago: 77
- audience_updated_days_ago: 20

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