# LEO Mayo (@leomhaigheo) on x

- id: koinon:creator:x_leomhaigheo
- url: https://koinonlink.com/kol/x/leomhaigheo
- schema_version: 1.4

## Identity
- platform: x
- handle: leomhaigheo
- platform_url: https://twitter.com/leomhaigheo
- website: http://www.localenterprise.ie/mayo
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3333
- following: 442
- posts_total: 5330
- posts_observed: 1
- posts_per_day: 1.165
- account_age_days: 4577
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: 0.85
- category_source: derived_from_recent_content
- topics: Practical AI tools for small businesses, Business mentoring and training, Local business support programs, AI workshops for entrepreneurs, Online learning for business growth, Access to financial assistance for startups
- bio: Local Enterprise Office Mayo offers a range of supports to new & existing businesses in Mayo including; Training, Mentoring, Advice &  Financial Assistance

## Audience (inferred)
- status: present
- description: Small business owners and entrepreneurs in County Mayo, Ireland, seeking practical AI tools and local business support
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to find affordable and easy-to-use AI tools that fit their small business needs, Lacking time and expertise to learn and implement AI without formal training, Facing challenges in scaling their business due to limited access to mentorship and financial assistance
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.5
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 61
- authenticity_basis: profile_shape_only
- credibility_score: 61
- 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_leomhaigheo#dbb67f22] Learn how practical #AI tools can help streamline tasks, generate content, improve productivity and support business growth. (https://twitter.com/leomhaigheo/status/2072965820930720125)
- [x_leomhaigheo#45ef2544] Join our Mastering AI workshop.
- [x_leomhaigheo#02297cad] 📅 23rd July
- [x_leomhaigheo#4cb9612b] 💻 Live Online
- [x_leomhaigheo#395557a0] Reserve your place today: https://t.co/QevVJLvYdD https://t.co/VWUPEqqkQt

## 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=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=0.25, 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=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: 77
- audience_updated_days_ago: 20

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