# John Abbitt (@john_abbitt) on tiktok

- id: koinon:creator:tiktok_john_abbitt
- url: https://koinonlink.com/kol/tiktok/john_abbitt
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: john_abbitt
- platform_url: https://www.tiktok.com/@john_abbitt
- website: www.avolis.ai
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2462
- following: 398
- 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: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI trends and national competition, AI automation and ROI in business, AI regulation and integration challenges, Spiritual/philosophical views on AI and technology, Avoiding AI fear cycles
- bio: Founder of Avolis.ai🤖
AI Consultant 🪄
Helping People Prepare For The Age Of AI

## Audience (inferred)
- status: present
- description: AI enthusiasts, business professionals, founders and consultants interested in AI trends, automation and preparing for the AI era
- roles: general_ai
- seniority: practitioner
- pain_points: Keeping up with rapid AI developments and trends, Figuring out real business ROI and team integration of AI tools, Dealing with AI-related job and skill disruption fears, Balancing technological progress with personal or spiritual values
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 34
- authenticity_basis: profile_shape_only
- credibility_score: 34
- 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_john_abbitt#e309b1fa] Is AI making us dumb?  or have we been numbing ourselves this whole time?  Most of us have a motivation problem that's actually rooted in an identity problem.  So use AI to get some time back and then invest that time in becoming a healthier, better, stronger person.  #ai #entrep (https://www.tiktok.com/@john_abbitt)
- [tiktok_john_abbitt#3e61a105] original sound - omarcellolessa
- [tiktok_john_abbitt#83735ec3] GONE, GONE
- [tiktok_john_abbitt#04209ee7] THANK YOU
- [tiktok_john_abbitt#a6777905] It is a becoming a big trend on TikTok now! Click here: ai
- [tiktok_john_abbitt#8cddcd18] Check out John Abbitt’s video! #TikTok >
- [tiktok_john_abbitt#a277dde9] Read Caption! Avolis is less than a year old, and we’re already a team of 15. Not because we used AI to replace people. Because we’ve used AI to make our people more effective. That’s the same principle we give our clients: AI shouldn’t be your replacement strategy. It should be 

## 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=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, 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=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=90, 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=57, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

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