# Dawson Gibbs (@dawsbg) on x

- id: koinon:creator:x_dawsbg
- url: https://koinonlink.com/kol/x/dawsbg
- schema_version: 1.4

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

## Reach
- followers: 2601
- following: 1446
- posts_total: 8945
- posts_observed: 6
- posts_per_day: 2.137
- account_age_days: 4185
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00308
- best_post_interactions: 8
- 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: 0.85
- category_source: derived_from_recent_content
- topics: Founder growth strategies, Hiring senior ops talent, Remote work productivity, SaaS and creator economy scaling
- bio: CEO @ https://t.co/oNcOL9AKmk / owner of @overcomer_app

## Audience (inferred)
- status: present
- description: Startup founders and growth-focused operators in early-to-mid stage tech companies, especially those building SaaS or creator economy tools
- roles: ecom_ops
- seniority: decision_maker
- pain_points: Struggling to scale beyond early traction despite having a solid product, Having difficulty hiring high-quality operational leadership, Falling into productivity traps while working remotely, Losing competitive edge despite being first to market
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.85
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 61
- authenticity_basis: engagement_observed
- credibility_score: 61
- 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_dawsbg#4a6afac9] Yo heads up, I ain’t reading your article fam (https://twitter.com/dawsbg/status/2062565340165374212)
- [x_dawsbg#fe0780bb] Generated 400M views as an influencer/creator Generated 100M views for Cal Ai and was the highest converting creator for Cal Ai Started EVO after all of that. (Multi billion views later…) A lot of these agencies are ran by broccoli head teenagers that want a quick buck and have n
- [x_dawsbg#ff5619cc] Just because you were the first in your market with a decent product doesn’t mean you’re the best or will stay the best. Business isn’t about being the first. NOKIA was before Apple….
- [x_dawsbg#494cc05f] Working in Bali for a month to “lock in” isn’t how you lock in. It’s called being distracted. Seat at your desk, get two 34 inch monitors, put headphones on and force yourself to work 10 hours straight until you get crap done.
- [x_dawsbg#f79a1e32] Looking for an experienced Head of Op

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=81, 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=81, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, 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=81, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 81
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 12
- 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_dawsbg
- Request removal: https://koinonlink.com/claim?k=x_dawsbg
- Terms: https://koinonlink.com/for-ai