# ben brush (@ben.brush) on tiktok

- id: koinon:creator:tiktok_ben.brush
- url: https://koinonlink.com/kol/tiktok/ben.brush
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: ben.brush
- platform_url: https://www.tiktok.com/@ben.brush
- website: https://nohotdog.love
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2357
- following: 48
- posts_observed: 2
- verified: false
- 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: entertainment
- subcategory: edu_science
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: Climate action through community voting, Solarpunk and eco-tech futurism, Decentralized funding for environmental projects, Digital activism and hope-driven movements, Crowdsourced innovation for sustainability, Online communities centered on positive environmental change

## Audience (inferred)
- status: present
- description: Young environmentalists and digital creators interested in climate action, solarpunk aesthetics, and community-driven funding for eco-tech projects
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to find meaningful ways to contribute to climate change solutions beyond passive awareness, Feeling disconnected from tangible impact despite caring deeply about the environment, Finding it hard to fund or launch personal eco-projects without access to resources or community support, Lacking a sense of hope or motivation due to constant exposure to climate doom content
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- flagged_for_review: false
- koinon_bd_grade: C — 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
- [tiktok_ben.brush#605418ec] vote for the future you want to see by swiping right on planet-saving projects #climateaction #ecotech #Sustainability #solarpunk (https://www.tiktok.com/@ben.brush)
- [tiktok_ben.brush#dda78ba0] original sound - whitneyleavitt
- [tiktok_ben.brush#c9e763f8] The climate crisis is impacting lives around the world, and now is the time to stand In Solidarity for a Green World. Share how climate change affects you and join the call for #ClimateAction at COP29, the global conference uniting leaders, communities, and individuals for a more
- [tiktok_ben.brush#14d8986a] It is a becoming a big trend on TikTok now! Click here: climateaction
- [tiktok_ben.brush#d386b15f] Check out ben brush’s video! #TikTok >
- [tiktok_ben.brush#6b7e645e] Search:
- [tiktok_ben.brush#2149fa35] solar punk ecopunk
- [tiktok_ben.brush#c6e6151d] What if WE decided the future, instead of ELON MUSK? That’s what nohotdog.love is all about.  Anyone can subm

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=14, 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=0, 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=14, 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=14, method=platform_profile

## Freshness
- profile_checked_days_ago: 14
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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=tiktok_ben.brush
- Request removal: https://koinonlink.com/claim?k=tiktok_ben.brush
- Terms: https://koinonlink.com/for-ai