# Harry SQWAD (@Harry_SQWAD) on x

- id: koinon:creator:x_harry_sqwad
- url: https://koinonlink.com/kol/x/Harry_SQWAD
- schema_version: 1.4

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

## Reach
- followers: 674
- following: 3
- posts_total: 1918
- posts_observed: 1
- posts_per_day: 5.527
- account_age_days: 347
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00297
- best_post_interactions: 2
- 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: ai_tools
- category_confidence: 0.85
- category_source: derived_from_discovery_path
- topics: AI search visibility, Startup growth hacking, Free marketing for startups, Investor outreach, Web3 & DeFi startups
- bio: Keen gardener, travel & culture, Dad, career marketeer, Web3 & DeFi geek. Founder of https://t.co/SW9GGZmaWw + 5 🐶🐕🐶🐕🐶

## Audience (inferred)
- status: present
- description: Startup founders and early-stage builders seeking free visibility and investor outreach through AI-powered directories
- roles: sales
- seniority: practitioner
- pain_points: Struggling to get discovered by investors without a big marketing budget, Finding it hard to get listed on high-traffic startup directories, Lacking tools to appear in AI search results like ChatGPT or Perplexity
- posts_analysed: 3
- confidence: 0.4

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

## Quality signals
- authenticity_score: 51
- authenticity_basis: engagement_observed
- credibility_score: 51
- flagged_for_review: false
- koinon_bd_grade: B — 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_harry_sqwad#7a7abaaf] How Do I Appear in ChatGPT, Perplexity, and Other AI Search Results? Want to show up when people ask AI tools about your expertise? AI search is changing how professionals get discovered. Here's how to get included: 👍 Publish original, in-depth content (case studies, frameworks, (https://twitter.com/Harry_SQWAD/status/2073421126143746271)
- [x_harry_sqwad#80c3cb06] Pitch your startup, drop a link and we will list you for FREE on SQWAD. https://t.co/khI6CyXPTo #freemarketing #builder #investment
- [x_harry_sqwad#5b2aebef] I can’t claim this one, but a guy listed on SQWAD and his SAAS just got 200K! It happened with an investor he was already talking with but he assured me his

## 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=28, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=28, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=28, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=88, 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=88, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=117, 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=88, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 88
- audience_updated_days_ago: 28

## AI retrieval
- indexing_requests: 11
- 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_harry_sqwad
- Request removal: https://koinonlink.com/claim?k=x_harry_sqwad
- Terms: https://koinonlink.com/for-ai