# ToriiRowe (@ToriiRowe) on x

- id: koinon:creator:x_toriirowe
- url: https://koinonlink.com/kol/x/ToriiRowe
- schema_version: 1.4

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

## Reach
- followers: 4501
- following: 615
- posts_total: 4156
- posts_observed: 6
- posts_per_day: 1.676
- account_age_days: 2480
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.03288
- best_post_interactions: 148
- 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: ecommerce
- subcategory: ecom_ads
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: High-ticket performance marketing hiring, Scaling DTC ad teams, AI tools for creative quality control, Managing large-scale ad spend ($100k/day+), Building elite media buyer teams
- bio: Cop Turned Entrepreneur | 8-Figure DTC Founder | CGO @ https://t.co/4d5WotJGY3 | The Newsletter →. https://t.co/zJwcXiLJQe | https://t.co/XplZm6txTy

## Audience (inferred)
- status: present
- description: High-budget DTC founders and marketing leaders, primarily in the US, who are scaling paid media and seeking elite performance marketing talent
- roles: ads
- seniority: decision_maker
- pain_points: Struggling to find and hire top-tier media buyers with proven scale and hands-on experience, Facing high costs and inefficiencies in creative quality control without automation, Wasting time on onboarding and training new team members due to lack of immediate impact, Dealing with inconsistent performance from underqualified or unproven ad spenders
- posts_analysed: 4
- 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: 81
- authenticity_basis: engagement_observed
- credibility_score: 81
- 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_toriirowe#c3227587] I got asked this 3 times this week. "Why are you so expensive?" Yes, our minimum retainer is $25,000 a month. Here are a few reasons. https://t.co/nQoGCNxOML (https://twitter.com/ToriiRowe)
- [x_toriirowe#58fda8ae] Our team was able to create an ai bot which watches all videos when we upload to frame to catch any spelling mistakes, transition errors, or any other feedback before going to the client to cut down on revisions and speed up creative production. As soon we upload the bot runs. Pi
- [x_toriirowe#6803f652] Hiring another killer media buyer. Must be USA based and have managed 100k a day in ad spend. Ready to go hands on keys and not need 60 days of training. Working with some of the biggest companies in the DTC space. Some monster names and accounts you will get to manage. If you wa
- [x_toriirowe#2f17f01a] LFG!
- [x_toriirowe#e178813d] What does it l

## 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=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: 20

## AI retrieval
- indexing_requests: 10
- 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_toriirowe
- Request removal: https://koinonlink.com/claim?k=x_toriirowe
- Terms: https://koinonlink.com/for-ai