# Scott H. Fishman (@scottfishman) on threads

- id: koinon:creator:threads_scottfishman
- url: https://koinonlink.com/kol/threads/scottfishman
- schema_version: 1.4

## Identity
- platform: threads
- handle: scottfishman
- platform_url: https://www.threads.net/@scottfishman
- website: http://winsignia.xyz
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 815
- posts_observed: 1
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01718
- best_post_interactions: 14
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: 0.3
- category_source: derived_from_discovery_path
- topics: high-performance systems, AI and digital growth, B2B sales opportunities
- bio: 📖 Author of EFFORT
🏆 20+ Yrs Building High-Performance Systems for Athletes, Teams & Orgs
🚀 Growth Engineering for Businesses & Nonprofits

## Audience (inferred)
- status: present
- description: Audience cannot be accurately determined due to limited and mixed content
- roles: none
- seniority: practitioner
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 49
- authenticity_basis: engagement_observed
- credibility_score: 49
- 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
- [threads_scottfishman#c18b31e2] Stop calling Messis walking laziness—its actually a masterclass in high performance energy management. Data from the 2026 World Cup shows Messi spent 63% of his movement time walking. While it looks like hes zoning out, hes actually executing a lethal tactical plan: • Mental Mapp (https://www.threads.com/@scottfishman/post/DaOhSh4ltME)
- [threads_scottfishman#4d58e389] Over 900 million people now rely on AI weekly and billions of high intent queries bypass standard search every single day. If your digital footprint is not engineered for AI you simply do not exist. winsignia.io
- [threads_scottfishman#4fae2155] JOB OPPORTUNITY with Winsignia.io Appointment Setter: • B2B Offer Ranging from $5k–$200k+ • $3k–$7k+/month earning potential • 3–5+ hours per day • Commission-based with base pay after probationary period • Fully remote (just need laptop & good Wi-Fi) Requirements: • 2+ years of 

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=79, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 79
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 8
- 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=threads_scottfishman
- Request removal: https://koinonlink.com/claim?k=threads_scottfishman
- Terms: https://koinonlink.com/for-ai