# Tech With Grace (@techwithgracee) on tiktok

- id: koinon:creator:tiktok_techwithgracee
- url: https://koinonlink.com/kol/tiktok/techwithgracee
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: techwithgracee
- platform_url: https://www.tiktok.com/@techwithgracee
- website: https://academy.automaticah.com/ai-agents-unlocked
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4602
- following: 47
- posts_observed: 1
- 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 AI agents and automations, Claude and prompt engineering techniques, AI tools for video and content (Heygen, etc.), AI career development and skills learning, Global Talent Visa and professional background leverage
- bio: AI Consultant & Educator | Leadership 
Global Talent Coach

Join AI Agent course Waitlist 👇🏾👇🏾

## Audience (inferred)
- status: present
- description: AI learners and early-career tech professionals interested in building AI agents, automations, and practical AI skills
- roles: automation
- seniority: learner
- pain_points: Struggling to learn how to actually build and deploy AI agents, Keeping up with fast-changing AI tools like Claude and Heygen, Finding affordable, structured ways to gain AI automation skills, Turning existing tech background into AI solution-building capability
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 40
- authenticity_basis: profile_shape_only
- credibility_score: 40
- 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_techwithgracee#5b8a232f] AI agent Unlocked launching soon. If you are interested in building Al automations and solutions for businesses, this is for you.  It's in a very very affordable price at this moment because it's a waitlist price. Price goes up once we launch. Share this with someone #ai #aiagent (https://www.tiktok.com/@techwithgracee)
- [tiktok_techwithgracee#33c45218] original sound - techwithgracee
- [tiktok_techwithgracee#a6777905] It is a becoming a big trend on TikTok now! Click here: ai
- [tiktok_techwithgracee#fb692901] Check out Tech With Grace’s video! #TikTok >
- [tiktok_techwithgracee#2c8861d0] This is amazing for vibe coders  Would you try it?  #ai #codex  #claudecode
- [tiktok_techwithgracee#6b7e645e] Search:
- [tiktok_techwithgracee#60da892b] claude plugins
- [tiktok_techwithgracee#81ba5dc2] Waitlist is liveeeeeeee. My Al agent course waitlist is live. If you have been curious about building Al agents, join this waitlist. Share this with someone that needs to learn! #ai #aiagents

## 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=110, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 58
- audience_updated_days_ago: 58

## AI retrieval
- indexing_requests: 12
- 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_techwithgracee
- Request removal: https://koinonlink.com/claim?k=tiktok_techwithgracee
- Terms: https://koinonlink.com/for-ai