# Chris Gadek (@dappermarketer) on x

- id: koinon:creator:x_dappermarketer
- url: https://koinonlink.com/kol/x/dappermarketer
- schema_version: 1.4

## Identity
- platform: x
- handle: dappermarketer
- platform_url: https://twitter.com/dappermarketer
- website: https://www.adquick.com
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 12424
- following: 4578
- posts_total: 17556
- posts_observed: 11
- posts_per_day: 3.076
- account_age_days: 5708
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01183
- best_post_interactions: 147
- 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: OOH/out-of-home advertising, AI news and deals, copywriting, LinkedIn/platform critique, startup launches and books
- bio: ceo @AdQuick, 2nd sponsor of @tbpn, growth marketer, rock 'n' roller.

## Audience (inferred)
- status: present
- description: growth marketers, ad tech professionals and startup operators focused on OOH and performance advertising
- roles: ads
- seniority: practitioner
- pain_points: LinkedIn becoming ineffective for real professional reach, missing timely AI and ad-tech opportunities, evaluating high-opportunity-cost books/tools without clear ROI, OOH still being overlooked by younger teams
- posts_analysed: 7
- 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: 78
- authenticity_basis: engagement_observed
- credibility_score: 78
- 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_dappermarketer#860d3237] bullish on @atlasmotion (https://twitter.com/dappermarketer/status/2067229423166751200)
- [x_dappermarketer#69ceab12] LinkedIn is now just TikTok with a resume attached. Nobody is driving this car. https://t.co/SoxUG8enWo
- [x_dappermarketer#5a458d6d] great copywriting
- [x_dappermarketer#65fd33df] PREACH
- [x_dappermarketer#f12c6bfe] The opportunity cost of not buying this book? Far too high. Massive congratulations to @Jack_Raines on launching Young Money! Watching this go from an obsession to a published book has been awesome to see. Go buy a copy! https://t.co/Mq3XToyuza
- [x_dappermarketer#ed3d1ab0] Joining the @MTSlive crew in an hour. OpenAI vs Apple, the $10B Anthropic deal, and hopefully a few minutes on why out of home is the last ad channel the internet hasn't eaten yet.
- [x_dappermarketer#7fd219b4] doesn't include Hyperagent
- [x_dappermarketer#7c5c72d4] https://t.co/AcBAFQSi4g

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, 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=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=0.5, 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=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: 77
- audience_updated_days_ago: 77

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