Jeff Su
Profile
Productivity and AI workflow educator for knowledge workers, with polished tutorials and templates.
Google Workspace, Notion, ChatGPT, Gemini, Claude, meeting notes, email workflows, and workplace AI systems.
Content types
Automation Atlas lists Jeff Su as a 1.2M subscriber YouTube productivity and AI workflow creator.
Watch tutorial pacing, chapter structure, on-screen captions, and AI-at-work examples.
Content analysis
Reverse-engineered content mechanics
Formats used
- Long-form tutorial / explainer (10-17 min) — the flagship format; framework-driven, screen-recorded walkthroughs of AI tools and workflows
- List/comparison videos ('the ONE thing each tool does best', 'five tips sorted easiest to hardest')
- Step-by-step build tutorials ('build X in three simple steps') with on-screen demos
- Multi-part series (explicitly labeled 'part one / part two' to drive return viewership)
- Shorts / short-form verticals (single-idea leadership and AI-mindset clips, ~30-60s, repurposed from or complementing long-form)
- Sponsor-integrated mid-rolls treated as native value segments rather than ad breaks
Hook types
- Contrarian stat + problem reframe: opens by citing that a large majority of people are doing something wrong and don't even realize it (paraphrase: 'Most users got worse results after the update even though they changed nothing — and that's exactly the problem').
- Capability-leveling promise: positions a framework as the great equalizer for non-experts (paraphrase: 'Almost none of us were trained to do this, so here's a simple framework that turns the AI into your personal analyst with zero technical skill needed').
- Permission/confidence hook: tells the viewer they're already more capable than they think (paraphrase: 'If you can use a chatbot, you can build an AI agent').
- Authority-through-experience + earned shortcut: 'I spent a month testing this' / 'I use ~10 tools for 90% of my work' framing that promises to save the viewer months of trial and error.
- Cut-to-the-chase signal: literally opens with 'Let's get straight to the point' to signal no fluff and respect for the viewer's time.
- Curiosity-gap setup with a relatable villain: a hypothetical disaster scenario (paraphrase: 'Your coworker rage-quits and dumps a spreadsheet on you with zero context') that frames the lesson.
Copy patterns
- Short, punchy declarative sentences alternating with one longer explanatory sentence; rarely runs more than two clauses before landing a point.
- 'In plain English' / 'Put simply' / 'In a nutshell' translation device — states a technical idea, then immediately re-states it in everyday language.
- 'As a rule of thumb' heuristic device — converts each lesson into a portable decision rule the viewer can reuse.
- Analogy-first explanation of every abstract concept (router = calling customer service; system prompt = brain stem; XML tags = labeled boxes; Notebook LM = walled garden).
- Numbered scaffolding stated out loud ('number one... number two...', 'step one, step two, step three', 'tip number one... effort low') so the viewer always knows where they are.
- Direct second-person address ('you', 'we', 'us') — frames himself as on the same team as a fellow non-expert rather than an authority above the viewer.
- Self-deprecating, lightly absurd humor as a pattern interrupt ('I don't really have friends', 'don't report me to Apple', 'this is what happens when our manager is an idiot — I mean...') used to reset attention right before a key teaching point.
- Concrete named examples and fake-but-plausible data (Forest Gump, Apple TV dataset, 'Tim Cookie') instead of abstract placeholders.
- Specificity as credibility: exact numbers, word counts, percentages, version names ('600-800 words', '99.7% missing', 'context window of 14').
- Avoids: jargon without a translation, hype adjectives without proof, long unbroken monologue, fearmongering. He acknowledges trade-offs and downsides ('double-edged sword', 'the obvious caveat') rather than overselling.
CTAs
- Newsletter signup framed by relevance and value, not begging (paraphrase: 'If you use these tools at work, you might want to join my newsletter for one actually-useful tip a week — link below').
- Free lead-magnet assets: a 'free AI toolkit', 'essential power prompts template', and downloadable prompt packs — repeatedly offers a tangible free resource in the description as the primary list-builder.
- 'I'll link all these prompts / the full prompt / the template down below' — the recurring promise that the exact assets used in the video are downloadable, which both adds value and drives description clicks.
- Sponsor CTA delivered as a genuine recommendation with reasons-to-like ('here's why I like it...') then 'link to the free guide below' (HubSpot guides/playbooks, Coursera course with a specific discount offer).
- Paid product / community CTA woven into a relevant moment (Notion 'command center' system, '5,500 students already using my system — link in the description').
- Next-video CTA at the close, always specific ('check out my comprehensive ChatGPT pro tips video next' / 'my deep dive on when to use each feature'), driving session depth.
- Soft engagement prompt asking viewers to request future content ('let me know if you want a full video breaking down AI search apps').
- Notably does NOT lean on comment-keyword auto-DM lead magnets; lead capture is via description links to free templates/newsletter, not 'comment a keyword' mechanics.
Frequent topics
- Getting better outputs from ChatGPT / prompting techniques (router nudges, verbosity control, XML structuring, self-critique loops)
- Choosing the right AI tool for the right job (ChatGPT vs Gemini vs Claude vs Perplexity vs Notebook LM)
- Using AI for data analysis without technical skills (frameworks like DIG/EDA)
- Building AI agents and no-code automations (n8n, Zapier, connecting Slack/Sheets/Notion)
- AI for workplace productivity (drafting Slack updates, project briefs, performance reviews, QBRs)
- Personal productivity systems and 'command center' workflows (Notion, text expanders, habits)
- Leadership, communication, and work mindset (the Shorts lean heavily here: feedback, change, leisure, customer behavior)
Caption structure
"YouTube titles follow a tight, repeatable formula: a curiosity/contrarian or authority claim plus an explicit promise of speed or scope, often with a number and a parenthetical time-box. Patterns observed: percentage-shock ('95% of People STILL Prompt ChatGPT-5 Wrong'), time-boxed mastery ('Master Data Analysis with ChatGPT (in just 12 minutes)', 'The Only AI Tools You Need (12-Minute Guide)'), and reframed-expectation ('The AI Agent Tutorial That Should've Been Your First (no code)'). 'STILL' and 'no code' / 'in X minutes' qualifiers lower the perceived barrier. Descriptions are utility-first: they restate the promise, then deliver the time-stamped chapter list and the full set of downloadable prompts/templates/free resources and the newsletter link. The description is treated as a resource hub, not an afterthought."
Video structure
"LONG-FORM ARC: (1) Cold-open hook in the first ~10 seconds — a contrarian stat, capability-leveling promise, or pain scenario, immediately followed by an explicit promise of what the viewer will walk away with. (2) 'Let's get started.' transition. (3) Brief context / credibility ('first, a bit of context' — his past roles, 'I spent a month testing', 'I use ~10 tools'). (4) Framework reveal with a memorable acronym or fixed number of steps/tips (DIG; three steps; five tips sorted easiest-to-hardest; the 'one thing' per tool). (5) Body delivered as numbered, self-contained modules — each module = name the concept, give an analogy ('in plain English'), show a live screen demo with a concrete example, then distill an 'as a rule of thumb' takeaway. (6) One native sponsor segment dropped at a relevant point with a real reason-to-care. (7) 'Pro tip' enhancers sprinkled throughout to reward attention. (8) Recap of the framework + two closing takeaways ('two things I'd like to leave you with'). (9) Forward CTA to a specific next video, sign-off 'have a great one.' SHORT-FORM ARC (Shorts): single idea, no framework — open on a punchy claim or reframe (often leadership/mindset: 'You should use AI to think more, not less'), deliver one insight or one rule with a quick example or analogy, land on a single memorable takeaway. Tighter, opinion-driven, no multi-step scaffolding; designed to be complete in one viewing rather than to teach a process."
Reference posts
Captured public posts for this creator
Opportunity to adapt
Translate high-clarity productivity tutorials into analyst/investor workflows for filings, memos, meetings, and research notes.
Snapshot
- Priority
- Core
- Status
- approved
- Niche
- AI-only
- Region
- US/Canada
- missing
Platforms
- Website@www.jeffsu.org
- YouTube@JeffSu
- LinkedIn@jsu05
- Automation Atlas@jeff-su