Maria AF| AI Adoption Workflow (@ai_with_maria) on TikTok
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Maria AF/ AI Adoption Workflow is a creator on TikTok in the 80K–90K follower range, publishing for PhD students/researchers focused on AI-assisted thesis work, literature reviews and academic-to-industry transition, mixed with SME professionals seeking practical AI workflows, based in France. Profile last checked 2026-08-31.
Observed facts (from the public profile):
| Field | Value |
|---|---|
| Platform | TikTok |
| Handle | @ai_with_maria |
| Followers | 80K–90K |
| Indexed under | Software · AI tools / agents |
| Market | France |
What this creator posts about, and who reads it (AI-inferred)
Recurring topics: AI research workflows (SciSpace, Claude), PhD thesis and academic writing with AI, Career transition from academia to industry, Prompt engineering and AI collaboration techniques, Lean AI tool stacks for productivity
Audience: PhD students/researchers focused on AI-assisted thesis work, literature reviews and academic-to-industry transition, mixed with SME professionals seeking practical AI workflows
Provenance: inferred by AI from public content, not stated by the creator — confidence 0.90 · read from 100 recent posts · updated 57 days ago.
Audience read from this creator’s own recent posts, not from platform-declared categories. It is our reading, and it can be wrong.
Where this creator sits among comparable accounts
Compared with the 8,233 accounts in the same group (tiktok · koc · software):
| Dimension | Percentile in group |
|---|---|
| Overall | 83rd |
| Authenticity | 73rd |
| Audience value | 57th |
| Focus & activity | 80th |
This is a position, not a verdict. A percentile says where this account falls among comparable accounts on signals we can measure — it does not say this creator is a better fit for your campaign. We ran a blind benchmark and measured no reliable advantage in selection quality, and do not claim one.
Koinon Link indexes TikTok creators in Software with grade, authenticity and contactability broken down — see the TikTok × Software breakdown, or the Creator Index Report for the whole index.
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Creators next to this one by follower tier in the same slice. Each link opens that creator’s public profile — what they post about and who reads it, with no contact details.
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Machine-readable representations
Structured twins of this page for AI and agents — every inferred field carries its source, confidence and freshness.
AI retrieval activity
What AI systems have actually done with this page. The two kinds are counted separately: being indexed is not the same as being used.
| Kind | Requests | What it means |
|---|---|---|
| Indexing crawlers | 8 | Bulk indexing · Amazonbot, Applebot, ClaudeBot, Meta, PerplexityBot |
| User-triggered retrievals | 0 | none recorded yet |
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