# lloyd. (@heyiamlloyd) on x

- id: koinon:creator:x_heyiamlloyd
- url: https://koinonlink.com/kol/x/heyiamlloyd
- schema_version: 1.4

## Identity
- platform: x
- handle: heyiamlloyd
- platform_url: https://twitter.com/heyiamlloyd
- website: http://lloydvault.com
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 548
- following: 253
- posts_total: 5390
- posts_observed: 2
- posts_per_day: 4.83
- account_age_days: 1116
- verified: true
- 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: martech
- category_confidence: 0.91
- category_source: derived_from_recent_content
- topics: SaaS launch strategy, Content-driven growth for startups, Video creation for product launches, Building in public, Founder mindset and persistence
- bio: Helping SaaS Founders/Brands get more users through content

Clients : @chhddavid @chddaniel @shipper_now @CaptainCKeth @R3ACHNTWRK

## Audience (inferred)
- status: present
- description: SaaS founders and brand builders focused on growth through content, especially those struggling with launch messaging and visibility
- roles: ads
- seniority: practitioner
- pain_points: Struggling to get market awareness for their SaaS product despite having a solid product, Having difficulty creating compelling launch videos that convert, Failing to trust the long-term value of building in public due to slow early metrics
- posts_analysed: 8
- confidence: 0.4

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

## Quality signals
- authenticity_score: 45
- authenticity_basis: profile_shape_only
- credibility_score: 45
- 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_heyiamlloyd#a29e2488] Made this banger for @shipper_now In under 24 hours https://t.co/2cr34G9NSA https://t.co/rn4BA0LZER (https://twitter.com/heyiamlloyd/status/2073987553322213740)
- [x_heyiamlloyd#0158cc17] Video is now sitting at 132k impressions Launch video I made for https://t.co/a2NVVdZ3EN W or L? https://t.co/IBDdJi2L2m
- [x_heyiamlloyd#fe4cb154] If you squint hard enough, you might realize the product isn’t the problem. The market just has no idea it exists. And that’s probably because you’re not posting videos https://t.co/PgyUAakYal
- [x_heyiamlloyd#8ffe9600] Very straightforward explainer, but it got me hooked.
- [x_heyiamlloyd#dbc820ca] We might get the first Saas villain arc from Shipper
- [x_heyiamlloyd#46a4e620] Previous motion design frames I worked on https://t.co/4ZcTSq4vaF
- [x_heyiamlloyd#978f6d10] One of the things I never understood Is why founders obsess over the product for months then throw together a launch video in 2 days. Your video IS the product to everyone who hasn't bought yet.
- [x_heyiamlloyd#e70cc519] The hardest part of building in public isn't the content. It's trusting the process when the numbers d

## 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=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=80, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 9
- 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_heyiamlloyd
- Request removal: https://koinonlink.com/claim?k=x_heyiamlloyd
- Terms: https://koinonlink.com/for-ai