# BuildWithBen (@buildwithben0) on tiktok

- id: koinon:creator:tiktok_buildwithben0
- url: https://koinonlink.com/kol/tiktok/buildwithben0
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: buildwithben0
- platform_url: https://www.tiktok.com/@buildwithben0
- website: https://www.coachingelevated.com/aff-optin?fpr=benjamin-crow20&utm_source=OYL&utm_medium=Tiktok&utm_campaign=Benjamin+Crow
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6234
- following: 71
- 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: software
- subcategory: devtools
- category_confidence: 0.8
- category_source: derived_from_discovery_path
- topics: building online income with simple systems, side hustles and work from home, consistency over perfection, financial freedom and escaping 9-5, starting later in life (30s-50s), proven models instead of creating from scratch

## Audience (inferred)
- status: present
- description: Regular people in their 30s-50s seeking side income or financial freedom through simple online systems, often stuck in traditional jobs and feeling behind
- roles: consumer
- seniority: learner
- pain_points: Feeling stuck trading time for a single paycheck with no passive options, Believing they are too old or far behind to start something new, Jumping between random side hustles without committing long enough, Waiting for the perfect plan, skills, or timing before taking action
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 41
- authenticity_basis: profile_shape_only
- credibility_score: 41
- 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_buildwithben0#2ac3c5d7] “I was a mailman for years. I respect anybody working long hours to provide for their family. I just decided I wanted to learn skills that could eventually pay me without destroying my body.” #financialfreedom #workfromhome #sidehustle #dontstop (https://www.tiktok.com/@buildwithben0)
- [tiktok_buildwithben0#e44a52e7] original sound - buildwithben0
- [tiktok_buildwithben0#6970c5a3] It is a becoming a big trend on TikTok now! Click here: financialfreedom
- [tiktok_buildwithben0#bc06263f] Check out BuildWithBen’s video! #TikTok >
- [tiktok_buildwithben0#6b7e645e] Search:
- [tiktok_buildwithben0#29f06f10] Work From Home
- [tiktok_buildwithben0#f3e07c4d] “Most people don’t peak at 25. They build confidence in their 30s. Start businesses in their 40s. Build wealth in their 50s. So if you’re still working on your future… You’re not late. You’re still in the game.” #dontquit #consistency #growth #buildingwealth #financialfreedom
- [tiktok_buildwithben0#c1b07e98] Start Me Up - Remastered 2009

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=25, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=25, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=25, 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=21, 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=21, 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=21, method=platform_profile

## Freshness
- profile_checked_days_ago: 21
- content_analysed_days_ago: 0
- audience_updated_days_ago: 25

## 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_buildwithben0
- Request removal: https://koinonlink.com/claim?k=tiktok_buildwithben0
- Terms: https://koinonlink.com/for-ai