The script is already written
ResearchA channel with 22,000 subscribers took 517,000 views in a month on the exact topic of last week's Journal note: sourced humanoid production numbers. Nobody on YouTube runs a dated, falsifiable robot tracker or a scored predictions register, which are the two formats this site already publishes weekly. Research into where YouTube could send traffic here: what is measured to work, which lanes are empty, what the platform's link rules actually permit, and what a video costs when the research is already done.
2026-08-15 · Field notes · 8 min read · By Sondre Hegerland KristiansenThis note asks one question: if Moduloa made videos, which topics would actually send people to this site? The method is stated up front because the numbers are perishable: every view count below was read directly off YouTube's search and watch pages on 2026-08-15, from a Norwegian locale, and view counts drift the moment they are written down. They are treated here as one day's measurements, not as facts about the future. The platform-rule claims come from YouTube's and Google's own documentation, which is more durable.
Someone already made our journal note into a video, and half a million people watched it
The two formats this site already publishes have no YouTube incumbent
Searches for recurring humanoid production tracking, monthly updates, dated data, sourced claims, return ad-hoc news videos and nothing else. The Humanoid Hub, the dominant aggregator brand elsewhere on the internet, has 6.97 thousand YouTube subscribers. The "X vs Y" comparison format has proven six-figure demand (a Figure-versus-Optimus comparison stood at 313,000 views after eight months; one comparison Short at 1.6 million), but it is crowded with hype channels and thin on sourcing: a data-grounded version keyed to the tracker's availability ladder and named-customer rule would be alone in its sub-lane. This is an absence claim from search sampling, and the honest-limits section treats it as such.
The self-grading format is proven outside robotics, a football channel's "reacting to my 2025 predictions" video took 406,000 views in a year, but a search for graded AI and robotics predictions surfaced no equivalent. The register, with its immutable claim text and its first resolved entry a public miss, is a ready-made recurring format that no one else can copy without first having made falsifiable predictions.
The 3D-printing business-journey genre reliably draws views at every channel size: 2 million in a year for a seven-day business experiment, 1 million for a print-farm origin story, 602,000 for a farm tour, 71,000 in a year for a first-week diary from a tiny channel. But searching for the specific model PrintDrop runs, a single neighborhood print node, a service in a home rather than a farm in a warehouse, returns 3D-printed housing and generic farm content. The audience demonstrably exists one shelf over; the specific angle is uncontested, and node 001 physically exists to be filmed.
Two topics that look right for this site and are not
The flagship how-to-start-a-makerspace videos have accumulated 26,000 views in five years and 55,000 in ten; a well-produced Munich makerspace tour took 12,000 in five years. For a note filed under Academy, this is the uncomfortable finding: the academy as a topic is not a traffic channel. The academy's method, teaching in public against real work, is what a channel would be. The traffic lives where the work lives: the robots, the print node, the numbers.
The top tutorial for PCPartPicker, a tool with enormous existing brand search, has 23,000 views in two years; the second result has 292. People search for walkthroughs of tools they already use. The implication for the calculator and the scorecard: never make a video about the tool. Use the tool on screen inside a question someone is already asking, what a print actually costs, how the new robot scores, and let the tool be the method. The one measured contrast: a print-farm company's calculator walkthrough took 8,200 views in seven months as lead generation, while its short pricing questions took 21,000–32,000.
What a link from YouTube is actually worth, by the platform's own rules
What a video costs when the research already exists
The best-documented solo practitioner in exactly this format is Asianometry's Jon Y: scripts written in the mornings around a day job, then edit, record, and assets "in the span of three hours" once a script is done, sustained for years at roughly weekly cadence before going full-time. The Journal publishes a deep-researched, fully sourced note every week; the expensive part of a Jon Y video, the script, is the part this site already produces. YouTube's growth team states there is no cadence penalty: each video is evaluated on its own. The costs that remain are real: three-ish hours per video of new work, a channel starting from zero subscribers and zero verification tier, and patience measured in years, CNC Kitchen took four and a half years to reach 325,000 subscribers while its founder kept a research-engineer day job.
Asianometry's newsletter, which its author describes as "another way for me to reach you guys outside of the YouTube algorithm", has on the order of 42,000 subscribers against roughly 700,000 on YouTube: about six percent, accumulated over years, in the single cleanest audience-to-owned-channel funnel this research found. Nobody in the niche publishes click-through or revenue-per-viewer figures. Six percent of a successful channel, as a ceiling estimate for what YouTube sends home, is the honest planning number, and it is a ratio from one case, which is why it is called an anecdote here and not a benchmark.
Five formats, ranked by evidence and effort
What this note does not settle
Five limits. Every view count is a one-day reading from one locale, already stale; the numbers here date the note the way a price list dates a catalogue. The "empty lane" claims rest on search sampling, not exhaustive crawling: a recurring sourced tracker channel could exist under a title these searches missed. No public link-CTR data exists, so nothing above predicts how many viewers a video would actually send to this site; the six-percent Asianometry ratio is one case, not a distribution. The channel this note reasons about does not exist: zero subscribers, no verification tier, no clickable description links on day one, and The Humanoid Hub's 6.97 thousand YouTube subscribers despite owning the niche elsewhere is a warning that authority does not transfer between platforms automatically. And the real cost is the founder's hours, which no source in this note can price. Whether to spend them is a decision, and field notes are not decisions.
Where these facts came from
Platform rules are cited to YouTube's and Google's own documentation. View counts and subscriber figures were read directly from YouTube watch, channel, and search pages on 2026-08-15 and are named in the text with channel and title so anyone can re-check them; where a video is named but not linked, that is deliberate: the title and channel identify it, and the number will have moved anyway. The 2008 origin of the search-engine claim is cited to the article that coined it.
YouTube Help: sharing links with your audiences (the current link map) ·YouTube Help: advanced features access ·YouTube Help: end screens (external links require the Partner Program) ·YouTube Help: info cards ·YouTube Help: brand-deal links in Shorts (the narrow exception) ·YouTube Help: impressions and click-through-rate FAQs (the misquoted 2–10%) ·YouTube: on YouTube's recommendation system (valued watchtime) ·YouTube Creator Insider: mini mythbuster on external links ·Search Engine Journal: YouTube growth team on algorithm myths (no penalty box) ·TechCrunch: YouTube disables links on Shorts (August 2023) ·Google Search Central: video SEO documentation ·TechCrunch, December 2008: the comScore data behind the "second-largest search engine" line ·Jason Lowe on AI: "Humanoid Robot Factories Now Build One Per Hour" (the 517k measurement) ·The Humanoid Hub on YouTube ·Unitree Robotics on YouTube ·Asianometry on YouTube ·Asianometry: about the newsletter ("outside the YouTube algorithm") ·Asian Century Stocks: ten questions with Jon Y (the newsletter and subscriber figures) ·Hear This Idea: Jon Y on production time per video ·Make:, maker spotlight on CNC Kitchen's Stefan Hermann ·Slant 3D on YouTube (the calculator-walkthrough measurement)
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