We discovered a large set of YouTube channels that produce inauthentic, mass-produced, U.S.-annexation favourable content — together accumulating tens of millions of views. Many of these channels use either AI-generated video avatars, an AI-generated voice, or one of two confirmed voice actors who go by different names across the channels. We are flagging these channels as a pernicious attempt to influence Alberta secessionism because of the genuine inauthenticity of the content, being produced by unknown actors with unclear objectives. Our objective is to equip Canadians with the tools to navigate the online news ecosystem and ensure technology serves democracy. We think Canadians, especially Albertans, deserve high quality, fact-based news journalism in their political environment, delivered by transparent and locally based humans.
Read the full report here: Slopaganda: The Inauthentic YouTube Network Selling Secession to Albertans
Four YouTube channels use near-identical scripts for their intro videos, broken into matching sections below.
Colour indicates how many channels share each phrase.




The videos frequently re-use script segments between channels. Here, we have compiled every instance of script overlap between the channels. Click through the links and videos to see them.
These supercuts were generated using automated transcription and editing methods — there may be some errors.
Beyond identical openings, the channels publish the same headline — often with only a word or two swapped. Every hub below is a title posted by four or more channels in near-identical form (Levenshtein ≥ 0.90). Click a hub to see the individual videos from each channel that posted it; click a channel to see everything it has recycled.
We used an LLM to code each one-minute transcript chunk on two dimensions: whether it frames Alberta / the West as aggrieved by Ottawa (and what kind of grievance — political, economic, or cultural), and whether it expresses interest in joining the United States. Rows are grouped by whether we classify the channel as inauthentic, authentic pro-secessionist, or a mainstream control.
Every channel in our investigation, along with their three most-watched videos. Combined view count appears next to each channel name. Note that many of the channel thumbnails use the same style, including AI-generated images of politicians. Also note that some of the most popular videos from each channel are completely unrelated, as some of the channels have previously been under different ownership, likely bought.
Each channel plotted by vocabulary variety and production consistency. Bubble size is proportional to summed YouTube views. Inauthentic channels cluster in the low-variety, high-consistency templated quadrant; genuine commentators sit in the high-variety, low-consistency organic quadrant.