# Tenfoldmarc (@tenfoldmarc) on tiktok

- id: koinon:creator:tiktok_tenfoldmarc
- url: https://koinonlink.com/kol/tiktok/tenfoldmarc
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: tenfoldmarc
- platform_url: https://www.tiktok.com/@tenfoldmarc
- website: https://youtube.com/@tenfoldmarc?si=SHAbl_mz9Fs8I7iL
- country: Canada
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4382
- following: 46
- posts_observed: 22
- 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: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Claude AI prompts and hacks, AI model comparisons (Claude vs ChatGPT vs others), AI-assisted design and website building, Prompt engineering for better results, AI content creation and growth tools
- bio: 🤙Non-technical dude sharing the best AI tips for business owners.
⬇️ Full length videos ⬇️

## Audience (inferred)
- status: present
- description: Non-technical business owners and entrepreneurs seeking practical AI tips and prompts for tools like Claude
- roles: general_ai
- seniority: decision_maker
- pain_points: Getting high-quality usable outputs from AI instead of generic or poor results, Dealing with overly long verbose AI responses, Creating designs or websites without design skills or experience, Bypassing AI detectors for generated content
- posts_analysed: 40
- confidence: 0.75

## 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: 39
- authenticity_basis: profile_shape_only
- credibility_score: 39
- 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_tenfoldmarc#8b0e86ee] Claude just partnered with SpaceX and our limits have doubled starting today. Follow @tenfoldmarc for more videos like this #claude #ai #spacex #chatgpt #aitools (https://www.tiktok.com/@tenfoldmarc)
- [tiktok_tenfoldmarc#00de86f1] original sound - tenfoldmarc
- [tiktok_tenfoldmarc#7e82189f] It is a becoming a big trend on TikTok now! Click here: claude
- [tiktok_tenfoldmarc#061b8f0d] Check out Tenfoldmarc’s video! #TikTok >
- [tiktok_tenfoldmarc#d0b832fd] Don't think you know all of them 😉
- [tiktok_tenfoldmarc#ce1df23a] I didn't expect this winner tbh #claude #chatgpt #kimiai #aidesign
- [tiktok_tenfoldmarc#7bf72b0c] Who do you think is behind this? #claude #ai #aitools
- [tiktok_tenfoldmarc#e7210956] Which model do you think did best here? #claude #kimiai #chatgpt #codex

## 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=58, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=58, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=58, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=58, 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=58, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=67, 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=58, 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=67, 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=67, method=platform_profile

## Freshness
- profile_checked_days_ago: 67
- content_analysed_days_ago: 58
- audience_updated_days_ago: 58

## AI retrieval
- indexing_requests: 8
- 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_tenfoldmarc
- Request removal: https://koinonlink.com/claim?k=tiktok_tenfoldmarc
- Terms: https://koinonlink.com/for-ai