# I N V E S T A A 🎒 (@investaadharsh) on x

- id: koinon:creator:x_investaadharsh
- url: https://koinonlink.com/kol/x/investaadharsh
- schema_version: 1.4

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

## Reach
- followers: 902
- following: 1638
- posts_total: 6657
- posts_observed: 2
- posts_per_day: 8.405
- account_age_days: 792
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01885
- best_post_interactions: 17
- 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: gaming
- subcategory: igaming
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Crypto gambling platforms, Privacy-focused betting, Telegram-integrated betting services, 2026 crypto casino trends, Telbet promotions
- bio: FOREX TRADER || INDICES || MSNR ||  $XAUUSD

Ambassador of @telbetpromos

## Audience (inferred)
- status: present
- description: Crypto casino and sportsbook users, mainly traders and crypto enthusiasts interested in privacy-focused betting platforms
- roles: general_ai
- seniority: consumer
- pain_points: Struggling to find trustworthy crypto betting platforms with real privacy protection, Frustrated by long and complicated registration processes on betting sites, Distrustful of platforms that don't offer seamless integration with Telegram or instant access
- posts_analysed: 5
- 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: 33
- authenticity_basis: engagement_observed
- credibility_score: 33
- 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
- [x_investaadharsh#13633848] Here is a thread of @TelbetPromos (https://twitter.com/investaadharsh/status/2043639111291170929)
- [x_investaadharsh#d98ad681] The crypto gaming space is evolving fast, and Telbet is currently leading the charge. If you’re looking for a platform that actually respects your privacy while offering top tier utility, this is it.
- [x_investaadharsh#95c493ee] Here is why Telbet is the ultimate crypto casino and sportsbook for 2026.
- [x_investaadharsh#a945b42f] 1/5: Instant Access with Telegram Integration 📲
- [x_investaadharsh#c3c40c5c] Forget long registration forms. Telbe

## 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=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=117, 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=78, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 78
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 12
- 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_investaadharsh
- Request removal: https://koinonlink.com/claim?k=x_investaadharsh
- Terms: https://koinonlink.com/for-ai