# Jaz | Your AI & Tech Girl (@techbyjaz) on tiktok

- id: koinon:creator:tiktok_techbyjaz
- url: https://koinonlink.com/kol/tiktok/techbyjaz
- schema_version: 1.4

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

## Reach
- followers: 4921
- following: 1225
- posts_observed: 66
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Building and deploying personal AI agents, AI automation for content creation workflows, Monetizing AI side businesses and products, Career shift from corporate tech to AI entrepreneurship, Practical AI agent setups and loops

## Audience (inferred)
- status: present
- description: AI-interested solopreneurs, content creators and ex-corporate tech workers who want to build and use AI agents to automate their own work and businesses
- roles: automation
- seniority: practitioner
- pain_points: Spending too much time on manual video/content editing, Juggling multiple expensive AI tool subscriptions, Struggling to turn AI experiments into actual revenue, Transitioning from salaried engineering job to running an AI product business
- 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: 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_techbyjaz#a854d35f] CONTENT HUB!! 🎥 This has been a client favorite and a personal favorite of ours to automate the content creation workflow :) let me know what questions you have and hmu if you want one built for yourself ✨ #contentcreator #ugc #ai #aiagents #business (https://www.tiktok.com/@techbyjaz)
- [tiktok_techbyjaz#e45f9d73] original sound - techbyjaz
- [tiktok_techbyjaz#08081cbe] It is a becoming a big trend on TikTok now! Click here: contentcreator
- [tiktok_techbyjaz#346a0132] Check out Jaz | Your AI & Tech Girl’s video! #TikTok >
- [tiktok_techbyjaz#a07b4990] I built an Al Agent that works for me 24/7. Here's how to setup your own 🤖 PART 2: INSTALL OPENCLAW 🦞 Clawdbot/Moltbot/OpenClaw 👩‍💻 Setup on Mac mini #macmini #openclaw #ai #tutorial #Tech
- [tiktok_techbyjaz#1ebe739b] I built an AI Agent that works for me 24/7. Here’s how to setup your own  🤖 PART 1: INTRO & SETUP 🦞 Clawdbot/Moltbot/OpenClaw 👩‍💻 Setup on Mac mini   #macmini #openclaw #ai #tutorial #Tech

## 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=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=49, 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=49, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=53, 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=49, 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=53, 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=53, method=platform_profile

## Freshness
- profile_checked_days_ago: 53
- content_analysed_days_ago: 49
- audience_updated_days_ago: 72

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