# cbdMD (@cbdmd_usa) on x

- id: koinon:creator:x_cbdmd_usa
- url: https://koinonlink.com/kol/x/cbdmd_usa
- schema_version: 1.4

## Identity
- platform: x
- handle: cbdmd_usa
- platform_url: https://twitter.com/cbdmd_usa
- website: https://bit.ly/3vPN4C5
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 8034
- following: 108
- posts_total: 2350
- posts_observed: 2
- posts_per_day: 0.773
- account_age_days: 3042
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00037
- best_post_interactions: 3
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Hemp legislation and regulatory updates, CBD product portfolio expansion, Marketplace and brand consistency strategies, Sustainable business growth in wellness
- bio: 🏆 America’s #1 choice in premium CBD 🇺🇸 100% USA Grown THC-Free 🚫 Broad Spectrum + 🌱 Superior FULL Spectrum

## Audience (inferred)
- status: present
- description: CBD consumers and wellness buyers interested in premium, USA-grown, THC-free products, including those following hemp policy changes
- roles: consumer
- seniority: consumer
- pain_points: Uncertainty around federal hemp restrictions limiting product access, Difficulty finding consistent, high-quality full-spectrum CBD brands, Navigating marketplace noise to identify trustworthy wellness options
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 64
- authenticity_basis: engagement_observed
- credibility_score: 79
- 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_cbdmd_usa#5f6b1527] Sustainable growth comes from balancing innovation with operational discipline. The strongest companies invest in both new opportunities and long-term execution. #GrowthStrategy #Leadership #NYSE #cbdMd #ycbd #investor (https://twitter.com/cbdmd_usa/status/2069485517469548696)
- [x_cbdmd_usa#360f5c5d] Marketplace success starts long before a customer clicks "Buy." Product content, reviews, education, and brand consistency all help shape purchasing decisions. #Amazon #Ecommerce #NYSE #cbdMd #ycbd #investor
- [x_cbdmd_usa#0f75c0fa] From cbdMD to Bluebird Botanicals, Oasis, Paw CBD, ATRx, and Twinlab, we're building a portfolio designed to support consumers across every stage of their wellness journey. #BluebirdBotanicals #Oasis #PawCBD #ATRx #Twinlab #NYSE #cbdMd #ycbd #investor
- [x_cbdmd_usa#121556cb] cbdMD welcomes proposed Senate spending bill language that would delay pending federal hemp restrictions and help preserve access to full-spectrum CBD and other naturally derived hemp products. This is a bridge, n

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, 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=119, 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=119, 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=119, method=platform_profile

## Freshness
- profile_checked_days_ago: 119
- content_analysed_days_ago: 77
- audience_updated_days_ago: 76

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