ON THIS PAGE

Context

Research

Ideation

Prototyping

Testing

Outcomes

Creating viral content to promote
academic integrity

As a UGC Content Creator, I drove awareness of AI plagiarism detection through research-driven storytelling and viral content design β€” reaching 9M+ total views on a fresh account.

TOOLS

Tiktok | Tiktok Studio | Capcut

DURATION

1.5 years | Ongoing

ROLE

UGC Content Creator

COMPANY

GPTZero (by Superhuman)

01. CONTEXT

Making AI detection relatable

GPTZero faced two major hurdles stopping them from reaching the audience who would value their tools.

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Market Awareness

Many students and educators were unfamiliar with AI detection tools, or skeptical of their value.

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Product visibility

GPTZero's new study features lacked visibility despite high demand, limiting adoption and investor confidence.

02. RESEARCH

Listening at the source

I began by talking directly with the CEO, engaging users through comments and DMs, and reviewing market research on AI in education. I learned that two main demographics had their own distinct problems:

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Students

  • Frustrated with plagiarism checks, unsure how AI tools affect their work and academic standing.

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Educators

  • Want transparency and ethical practices in AI detection, but nervous about false positives affecting students.

The core problem: Users need clear, relatable content that explains AI detection in human terms, builds trust, and showcases the real benefits of GPTZero's tools.

03. IDEATION

Exploring content directions

I mapped multiple content directions, prioritising engagement, relatability, and intentionality.

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Study tips and

viral trends

Product explainers

Discourse and

hot takes

Real classroom scenarios

04. PROTOTYPING

Testing hooks, tone, and format

I produced content iteratively, testing across three formats before scaling what worked.

StudyTok Trends

Relatable study content with GPTZero positioning woven in naturally.

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AI Discourse

Engaging in conversations about AI ethics and academia to build credibility.

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Product Demos

Visual explainers using voiceovers to make the product tangible and easy to understand.

05. TESTING

Real-time feedback from real audiences

Testing happened live on TikTok, using analytics and user comments as a feedback loop to continuously refine content.

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What worked

  • Product demos with a topical hook

  • Short, low context videos with a controversial take

  • High-authenticity, relatable videos using trending sounds

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What I iterated

  • Hook length and tone

  • Intro pacing based on drop-off data

  • Product mentions moved later after testing showed front-loading hurt retention

06. OUTCOMES

The impact

9M+

total views from a fresh account

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drove improvements to Citation Check and other GPTZero features

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content cited in investor conversations about product adoption

Thanks for reading!

Now you know about me, I’d love to learn about you!

Feel free to reach out through my socials below :)

Seeking Summer 2027 internships!

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