# Jeremy ray holst (@jeremyrholst) on x

- id: koinon:creator:x_jeremyrholst
- url: https://koinonlink.com/kol/x/jeremyrholst
- schema_version: 1.4

## Identity
- platform: x
- handle: jeremyrholst
- platform_url: https://twitter.com/jeremyrholst
- website: https://jeremy-s-school-1e0b.thinkific.com/courses/Creatorclass
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3878
- following: 72
- posts_total: 550
- posts_observed: 2
- posts_per_day: 0.669
- account_age_days: 822
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00026
- best_post_interactions: 1
- 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: ecom_ads
- category_confidence: 0.93
- category_source: derived_from_discovery_path
- topics: personal branding, idea to reality, overcoming self-doubt, AI in content creation, building momentum from zero
- bio: Make it happen🤘🏻

## Audience (inferred)
- status: present
- description: Aspiring creators and solopreneurs building personal brands, mainly early-stage founders and indie hackers focused on turning ideas into reality
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to turn big ideas into tangible results, Feeling discouraged by lack of early validation or attention, Finding it hard to stand out in a crowded digital space with AI-generated content flooding the market
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: engagement_observed
- credibility_score: 66
- 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_jeremyrholst#89418999] They said they made me, go make another🎬 https://t.co/FekHvHm7p2 (https://twitter.com/jeremyrholst/status/2071985215741009944)
- [x_jeremyrholst#a19d4385] Lunch meetings🚀📈 https://t.co/HNBDd1IynN
- [x_jeremyrholst#3be8cef2] Spend the day with me🚀📈 https://t.co/PJfW9pgJnb
- [x_jeremyrholst#6b558172] everything happens twice, first in your mind… then in reality🎬 https://t.co/3zO7N63Eq9
- [x_jeremyrholst#2eb0d81a] People will laugh when you’re unknown. Question you when you start making progress. And suddenly ask for advice when it works. Don’t build your life around other people’s opinions. Build something you’re proud of. The people who matter will respect the work. The rest were never y
- [x_jeremyrholst#bdeeb47f] dreams 2 reality🎬📈 https://t.co/fz8LHkvoEP
- [x_jeremyrholst#21819a1c] dreams too big to speak on🤫📈 https://t.co/0aynwjQutS
- [x_jeremyrholst#753b96f3] Feels like AI static ads are starting to take over. Not because they’re replacing great creative… Because brands can test 20 ideas in the time it used to take to make one. That’s a huge advantage when you’re trying to find a

## 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=29, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=29, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=29, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=86, 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=86, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=120, 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=86, 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=120, 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=120, method=platform_profile

## Freshness
- profile_checked_days_ago: 120
- content_analysed_days_ago: 86
- audience_updated_days_ago: 29

## AI retrieval
- indexing_requests: 5
- 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_jeremyrholst
- Request removal: https://koinonlink.com/claim?k=x_jeremyrholst
- Terms: https://koinonlink.com/for-ai