FTC endorsement plus an AI label
A #ad is a material-connection disclosure. An AI label is a different mark. A paid UGC ad with a synthetic presenter may need both.
6 min read
AI labels are not a ranking penalty
YouTube said on 27 May 2026 that AI labels alone do not hit recommendations or monetization. Unoriginal, templated work is the penalty.
6 min read
Photoreal is the disclosure test
YouTube, TikTok, and Meta all trigger on realistic synthetic that could be mistaken for real. Animation, scripts, and grade usually do not.
6 min read
YouTube auto AI labels you can contest
Skip YouTube's AI checkbox and auto-detect may still label. You can update in Studio except YouTube's own tools, verified C2PA, or T&S.
7 min read
YouTube Shorts AI label is an overlay
On Shorts the photoreal AI label sits on the video, not under it. Keep captions clear of that overlay. The label is not a ranking hit.
7 min read
Shorts overlay vs long-form AI label
One YouTube disclosure checkbox; two placements. Shorts get an overlay; long-form sits below the player. QA both cuts of the same file.
6 min read
The AI label is not the UGC hook
The AI label is a transparency mark. It is not a hook, and it is not a ranking penalty. The first line still has to work.
7 min read
Why Instagram shows an AI Info label
Meta shows AI Info on Instagram and Facebook from C2PA or IPTC signals, or from your upload disclosure. It is not a detector. A real photo can be labelled.
8 min read
Where YouTube puts your AI label
Since May 2026, photorealistic AI labels sit below the long-form player and overlay Shorts. Unrealistic and minor edits stay in the expanded description.
9 min read
YouTube auto-labels AI from C2PA metadata
YouTube applies AI labels from three sources you don't fully control. Know which ones fire automatically before you decide what the upload toggle is for.
9 min read
Fingerprinting the Real Instead of the Fake
Detecting fakes is a race with no finish line. The alternative gaining ground is signing real media at capture — which flips what 'unlabeled' means.
8 min read
One Disclosure, Five Destinations: A Cross-Platform Labelling Checklist
YouTube, TikTok, Instagram, Facebook, and Pinterest each label AI content differently. A working checklist for one asset published across all five.
8 min read
Writing an AI Disclosure Line Nobody Scrolls Past
Once you have to disclose AI use, the disclosure becomes copy. Placement, wording and the specific ways a technically-correct label still fails.
7 min read
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AI Content LabelShort Form Video291AI Video Generator280Brand Video Marketing280Content Creation256Image To Video242Content Marketing193Social Media Strategy152Brand Growth114Captions99First Last Frame97Credits94Seedance 2 592AI Video84Text Overlay70Ideogram V469Vidu Q369Agent66Video Generation66Digital Marketing65Finishing64Flux 363AI Advertising62Video Editing61Text To Video59Instagram Reels58Native Audio57VEO 3.157Viral Video Strategy55AI Disclosure52AI UGC51Character Consistency51Business Video49Qwen Image 349Kling 3 Turbo47Voice Cloning47Product Video46Text To Image44Seedance43Text To Speech42Burned In Captions41Content Strategy41Free Tools41Workflows41Short Form40UGC Ads40AI Lipsync39Team Productivity39UGC39YouTube Shorts38Image Editing37Seedream 5 Pro37Marketing Automation36Reference To Video35Video SEO35Voiceover35Caption Styles34Likeness34TikTok Marketing34Post Production33Image Generation32Ypp Health32Compliance31Minimax H331Faceless YouTube30Wan 2.730Workflow30Youtube30Accessibility27Sora 227Stills27Trending Videos27Prompting26Tiktok26API25Motion Control25Article 5024Retention24AI Music22Brand Consistency22Client Contracts22Grok Imagine22Hailuo 2 3 Fast22Auto Captions21Model Selection21Picture Lock21Prompt Engineering21Talking Head21Video Prompting21Youtube Monetization21Hooks20Luma Ray 220Timed Overlays20Agency Operations19AI For Creators19AI Music Generator19Audio Mixing19Continuity19Model Routing19Suno19Usage Rights19Aspect Ratio18Brand Kit18Disclosure18Ideogram18Kling Motion Control18Safe Area18Agent Jobs17AI Content Pipeline17AI Video Workflows17C2pa17Camera Control17Creative Testing17Creator Economy17Eu AI Act17Imagen 417Kling 3.017Kling O117Reference Images17TTS17Typography17Veo171080p16AI Video Pricing16Dubbing16Nano Banana 216Quality Control16Recreate16Seasonal Content16Talking Head Video16Audience Retention15Color Grading15Content Credentials15Edit Video15Hook Pack15Image Edit15Kling15Likeness Rights15Localization15Sound Design15Wcag15Ypp154K14AI Content Workflow14AI Dubbing14AI Voiceover14Automation14Frame Rate14Inpainting14MCP14Temporal Consistency14AI Video Editing13Analytics13Brand Safety13Content Repurposing13Copyright13Explainer Video13Instagram13Recraft V413Versely Agent13AI Disclosure Rules12B Roll12Background Removal12Bytedance12Cinematic AI Video12Pricing12Product Photography12Production Workflow12Prompt Adherence12Slideshow12Synthetic Media12Thumbnails12Upscaling12Vertical Video12Watch Time12Youtube Analytics12Youtube Policy12