Clear Label
ClearLabel
Generate platform-compliant AI content disclosure labels and compliance checklists for any post in seconds.
Date: 2026-06-18 Form factor: web app Status: Prototype
What it is
ClearLabel is a compliance wizard for content creators, social media managers, and advertisers who publish AI-generated or AI-assisted content. You select your platform, content type, AI involvement level, and target geography — ClearLabel instantly outputs the required disclosure text, a regulation-by-regulation checklist, and an assessed risk level. As AI disclosure laws go live simultaneously across the EU, New York, and major platforms in mid-2026, ClearLabel removes the guesswork.
Who it serves
Social media managers, influencers, and digital advertisers who use AI tools (image generators, voice cloners, video synthesis) to produce content and need to comply with emerging disclosure mandates without reading hundreds of pages of regulation. The specific pain point: a sponsored TikTok using an AI voice and AI-edited visuals now simultaneously falls under TikTok's Community Guidelines, the EU AI Act, and New York's Synthetic Performer Law — three different rule sets with different language requirements and penalties.
Why it could be profitable
Monetization model: Freemium SaaS — free tier for 10 disclosures/month; Creator Pro at $9/month for unlimited disclosures, saved content profiles, and bulk CSV export; Agency at $49/month for team seats, white-label output, and API access.
The demand driver is regulatory urgency: EU AI Act Article 50 enforcement begins August 2, 2026 (six weeks after this prototype's creation date), carrying fines of up to €15 million or 3% of global annual turnover. New York's AI Synthetic Performer Disclosure law took effect June 2026, with $1,000–$5,000 per-violation civil penalties. TikTok simultaneously updated its AI labeling requirements to cover all formats including branded content. Creators and agencies lack a single tool that maps one piece of content to all applicable rules simultaneously — that gap is this product's wedge.
Sources:
- https://weventure.de/en/blog/ai-labeling — EU AI Act Article 50 requirements and fines
- https://storrito.com/resources/tiktoks-2026-ai-labeling-rules-and-what-they-signal-for-platform-governance/ — TikTok 2026 AI labeling rules
Form factor & scope
A single-page web app with a two-panel layout: a form on the left for entering content details and a live-updating compliance report on the right. The prototype demonstrates the core compliance-check flow for four platforms (TikTok, Instagram, YouTube, Meta Ads) and three jurisdictions (Global, EU, US/NY).
How to run it
- Open
index.htmlin any modern browser. - Fill in the disclosure form: choose your platform, content type, AI involvement level, and target geography.
- Click Generate Disclosure to see the compliance checklist, required disclosure text, and risk assessment update on the right panel.
- Use Copy Text to grab the ready-to-paste disclosure statement.
Note:
sample-data.jsonis loaded via an inline<script type="application/json">block, so the prototype runs correctly when opened directly from the filesystem (file://) without a local server.
What's in this prototype
- Disclosure form — platform picker (TikTok, Instagram, YouTube, Meta Ads, LinkedIn, Website), content type selector, AI involvement slider (4 levels), and jurisdiction toggle
- Live compliance report — regulation cards for EU AI Act, NY Synthetic Performer Law, and platform-specific rules, each showing status (required / recommended / not applicable), required disclosure text, and penalty summary
- Disclosure text generator — produces a copy-ready disclosure statement combining all applicable requirements
- Risk level badge — color-coded (green / amber / red) summary risk indicator
- Pre-loaded scenario examples — 6 sample content scenarios from
sample-data.jsonfor one-click demo fill
Roadmap
- Saved compliance profiles per brand/account
- Bulk content audit — upload a CSV of posts and get per-row compliance status
- API endpoint for CMS/scheduling tool integrations (Buffer, Hootsuite, Later)
- Jurisdiction tracker that auto-updates rules as new laws pass
- C2PA metadata embedding guide and download for images/videos
Sources
- https://weventure.de/en/blog/ai-labeling — EU AI Act Article 50 requirements, effective August 2, 2026, fines up to €15M or 3% of global turnover
- https://storrito.com/resources/tiktoks-2026-ai-labeling-rules-and-what-they-signal-for-platform-governance/ — TikTok 2026 AI labeling policy: 4-tier disclosure system, C2PA enforcement, 1.3B labeled videos
- https://www.auditsocials.com/blog/tiktok-ai-content-disclosure-rules-2026 — TikTok penalty tiers and branded content requirements
- https://www.resemble.ai/resources/the-eu-ai-act-what-generative-ai-companies-need-to-know-in-2026 — EU AI Act scope and generative AI obligations in 2026
Requirements
ClearLabel — Requirements
Goals
- Let any creator or marketer determine within 60 seconds whether their AI-assisted content requires disclosure and exactly what text to use.
- Map a single piece of content simultaneously to all applicable regulations and platform policies in one report.
- Generate ready-to-paste disclosure text that satisfies all triggered requirements.
- Educate users on regulatory context without overwhelming them with legalese.
- Provide a shareable, printable compliance record per content item.
Primary user
Social media manager / digital advertiser at a mid-size brand or agency, managing 10–50 posts/week across TikTok, Instagram, and YouTube. Uses AI tools (Midjourney, ElevenLabs, Sora, ChatGPT) regularly. Non-lawyer, needs actionable guidance fast. The job-to-be-done: "tell me what I legally have to say about this post, and give me the text to copy."
Functional requirements
- FR1: User can select a publishing platform from a predefined list (TikTok, Instagram, YouTube, Meta Ads, LinkedIn, Website/Blog).
- FR2: User can select the content type (image, short-form video, long-form video, audio/podcast, article/blog post, advertisement).
- FR3: User can select AI involvement level (fully AI-generated, AI-assisted/enhanced, AI voice or likeness only, not AI-generated).
- FR4: User can select the target audience geography (Global, EU/Europe, United States/NY, Both EU and US).
- FR5: On form submission, the app evaluates all applicable regulations and platform policies for the given combination.
- FR6: For each triggered regulation, the app displays: regulation name, applicability status (Required / Recommended / Not Applicable), required disclosure text, and penalty summary.
- FR7: The app generates a single combined disclosure statement that satisfies all Required regulations simultaneously.
- FR8: A one-click Copy button copies the combined disclosure text to the clipboard.
- FR9: A color-coded risk badge (green/amber/red) summarizes overall compliance risk at a glance.
- FR10: The app loads 6 pre-built scenario examples from sample data; clicking a scenario pre-fills the form.
- FR11: The compliance report updates whenever any form field changes.
- FR12: The app runs without a build step, server, or API keys when opened from the filesystem.
User stories
- As a social media manager, I want to input my content details and immediately see which regulations apply, so I don't have to research each law separately.
- As a TikTok creator posting AI-generated video, I want to know exactly what label TikTok requires and where to put it, so I avoid content suppression.
- As an EU-based advertiser, I want to understand the EU AI Act's August 2026 requirements before they kick in, so I can update my content workflow now.
- As a freelance influencer, I want copy-ready disclosure text I can paste into my captions, so I can comply without writing legal language myself.
- As an agency compliance lead, I want to run quick scenario checks for client campaigns, so I can flag risky content before it goes live.
- As a small business owner posting AI-edited product photos, I want to know if I need to disclose anything, so I'm not caught off-guard by fines.
Non-functional requirements
- Runs fully client-side (no server, no API calls) so it works offline and on any device.
- Page loads in under 2 seconds on a standard connection.
- Accessible: form fields are properly labeled; color coding is supplemented with text/icons (not color alone).
- Mobile-responsive layout that reflows to single-column below 768px.
- All regulation text and platform rules are stored in
sample-data.jsonfor easy future updates. - No user data is collected or transmitted anywhere.
Out of scope (for the prototype)
- Real-time regulation database synced from official sources.
- User accounts, saved history, or cloud storage.
- Multi-language disclosure text output.
- PDF/export download of the compliance report.
- Actual C2PA metadata embedding tools.
- Legal advice — the app explicitly notes it is an informational tool, not legal counsel.
Open questions
- Should the tool distinguish between organic posts and paid/sponsored content more granularly?
- How should the tool handle new jurisdictions (California, UK) as they pass AI disclosure laws?
- Is there value in a "safe harbor" mode that always outputs the most conservative disclosure regardless of inputs?
