# Matt (@mattgittleson) on x

- id: koinon:creator:x_mattgittleson
- url: https://koinonlink.com/kol/x/mattgittleson
- schema_version: 1.4

## Identity
- platform: x
- handle: mattgittleson
- platform_url: https://twitter.com/mattgittleson
- website: http://hardlaunch.com
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 5292
- following: 258
- posts_total: 1299
- posts_observed: 1
- posts_per_day: 2.887
- account_age_days: 450
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00567
- best_post_interactions: 30
- 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: software
- subcategory: martech
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: organic growth via UGC, viral content strategies, hook writing for short-form video, zero-budget growth tactics, product-led growth for startups
- bio: Building the amplification layer for short-form and greatest UGC agency in the world at HardLaunch | prev: UGC @ Jenni AI, Founder @ EdTech (acq’d)

## Audience (inferred)
- status: present
- description: UGC creators and growth-focused founders in early-stage startups, especially those building AI or edtech products
- roles: ads
- seniority: practitioner
- pain_points: Struggling to get organic traction without paid ads, Not knowing how to craft hooks that resonate with their specific ICP, Lacking a reliable source of high-performing UGC content ideas
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 68
- authenticity_basis: engagement_observed
- credibility_score: 68
- flagged_for_review: false
- koinon_bd_grade: A — 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_mattgittleson#b4ab0eac] Btw ANY niche can go viral These 1.1 billion UGC views were in an insane range of niches, including: > make money > study > AI (B2B/prosumer) > build anything > gaming > companionship > jobs > weddings If you want our agency to make you part of the next 1. (https://twitter.com/mattgittleson/status/2071652078179811632)
- [x_mattgittleson#17af191d] We've now hit 1.1 BILLION organic views with UGC in the past 90 days ($0 paid ad spend) Drop you app / product and I'll give you a free UGC idea https://t.co/q2gkrjXrxU
- [x_mattgittleson#fd975691] We got 122m views with UGC last week Here’s how you can get 100m+ converting views next week: > call out your specific ICP in the hook > understand + show viewers' desired outcomes > organically create a position of authority > pursue both quality + volume > don’t make text-on-sc
- [x_mattgittleson#0681f14c] Today we're introd

## 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=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=115, 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=115, 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=115, method=platform_profile

## Freshness
- profile_checked_days_ago: 115
- content_analysed_days_ago: 79
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 7
- 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_mattgittleson
- Request removal: https://koinonlink.com/claim?k=x_mattgittleson
- Terms: https://koinonlink.com/for-ai