đ Works best with your call recorder. Connect Fathom, Fireflies, or Zoom and Jeremy AI pulls a real client call, so the outline starts from a true story. It only reads.
Paste a short topic brief. Get one file back: five title options with character counts, five thumbnail text options, a 10-minute outline and a claims check that shows what came from your brief. Nothing is published.
You'll see the SAMPLE topic brief pasted in with the rules, the video plan written at 6x speed, the file saved with nothing published, the title table, the thumbnail text, the 10-minute outline and the claims check that flags what is not provided.
What this use case does and who it's for
Most YouTube videos stall before they start. You know the topic. Then you spend an hour on titles, a thumbnail line and what goes where. Or you ask a tool and it adds a result you never had, or a promise you can't keep.
Jeremy AI reads your topic brief and writes the video plan for you, using only what's in your brief. The file has four parts:
A title table. Four columns: option number, title, hook type and character count. Five titles, 60 characters or fewer each.
A thumbnail text table. Three columns: option number, text and why it fits. Five options, 4 words or fewer each.
A 10-minute outline. Three columns: time, section and key point.
A claims check. Three columns: claim, source and status. Each one is "verified in brief" or "not provided."
It's for agency owners, coaches and creators who make YouTube videos from real client results. You stay in charge. It's a draft. Jeremy AI doesn't publish or send anything.
What you need before you start
A Jeremy AI account. Nothing to connect to try the sample.
A topic brief. The sample is about how a made-up 3-location gym lowered its cost per member with paid ads. It has the case (SAMPLE Redwood Fitness Studio, 3 locations, 90 days, same $4,000 monthly ad budget), the exact results (cost per member from $190 to $128, new members per month from 6 to 17), the three changes made, the audience (gym owners) and the target length (10 minutes).
A "not provided" note for anything you don't have. The sample says channel results and subscriber numbers are "not provided."
Your rules for what the plan must never say. The sample uses HARD RULES: every table has 4 columns or fewer, use only facts and numbers from the brief, never calculate a new number (a difference, total or multiple), never invent or round up a result, number, guest or example, no clickbait promises, no claims about what most viewers or gym owners experience, no discounts, free trials, giveaways, pauses or downgrades, and never address you by name.
How to set it up
You use the default Jeremy AI worker. There's nothing to build.
Open Jeremy AI. From the dashboard, type in the main box. Check the worker selector says Jeremy AI.
Paste the prompt below. Swap in your own channel, topic and results.
Click Send message.
Wait. The walkthrough runs this at 6x speed. In real time it took about a minute.
When it says the file is saved, read the chat summary first.
Open the file card and read the title table.
Check the character counts and the thumbnail text for length.
Read the outline, then the claims check. Check every number against your brief.
The prompt
This is the exact prompt from the walkthrough. The company, the case and every number are SAMPLE and made up. Replace them with yours.
Act as my "YouTube Video Planner" worker for SAMPLE Lumen Growth, a paid-ads agency for gym owners (all data below is made up). Turn the SAMPLE topic brief below into a video plan. Create ONE file named video-plan.md using the file tool (reply with a short summary only) with: 1) a TITLE table with exactly 4 columns (option number, title, hook type, character count), 5 titles of 60 characters or fewer, 2) a THUMBNAIL TEXT table with exactly 3 columns (option number, text, why it fits), 5 options of 4 words or fewer, 3) a 10-MINUTE OUTLINE table with exactly 3 columns (time, section, key point), 4) a CLAIMS CHECK table with exactly 3 columns (claim, source, status). HARD RULES: title and thumbnail text may only use numbers stated in the brief (for example 3 locations, $190 to $128, 6 to 17, $4,000, 2 best ads, 90 days) and no invented words like "1 fix" or "5 steps"; no general claims beyond the brief, every outline row must restate only a brief fact or say what the video shows; every table has 4 columns or fewer, short cell text; use ONLY facts and numbers from the brief, exact numbers only, never calculate a new number such as a difference, total or multiple (only the stated numbers like $190 to $128 and 6 to 17), never invent or round up a result, number, guest or example, and write "not provided" if something is missing; no clickbait promises, no claims about what most viewers or gym owners experience; never offer or mention discounts, free trials, giveaways, pauses or downgrades; never address me by name anywhere in the chat reply or the file. Drafts only, nothing is published or sent.
TOPIC BRIEF (SAMPLE):
- Video topic: how a 3-location gym lowered its cost per member with paid ads.
- Case: SAMPLE Redwood Fitness Studio, 3 locations, 90 days, same $4,000 monthly ad budget. Cost per member went from $190 to $128. New members per month went from 6 to 17.
- Three changes made: one campaign per location, keep the 2 best ads and stop the rest, one booking page per location.
- Audience: gym owners. Target length: 10 minutes. Channel results and subscriber numbers: not provided.
Prompting tips and how to adapt it
Give it one real case with exact numbers. "$190 to $128" beats "much cheaper."
List the changes you made. The outline builds a section around each one.
Say who the video is for. The sample says gym owners.
Set the length. The sample says 10 minutes, so the outline times add up to 10:00.
Cap the title length. The prompt says 60 characters or fewer. It also asks for a character count so you can check it.
Cap the thumbnail text. The prompt says 4 words or fewer. Short text is easier to read on a small screen.
Ban new numbers. The prompt says never calculate a new number like a difference, total or multiple. It can only use the stated numbers, like $190 to $128 and 6 to 17.
Say what's not provided. "Channel results and subscriber numbers: not provided." Then it won't guess.
Ban clickbait. The prompt says no clickbait promises and no claims about what most viewers experience.
Keep the tables to 4 columns or fewer. That's why they fit the file panel with nothing cut off.
Ask for the claims check. It's how you confirm every number in two minutes.
Adapt it. Use it for client stories, how-tos or webinar replays. Swap in your own brief.
The result to expect
One Markdown file named video-plan.md, titled "YouTube Video Plan: SAMPLE Lumen Growth." The top says the video topic and audience, the target length of 10 minutes, and that it's a draft and nothing is published or sent. With the sample brief you should see:
A 4-column title table with five titles. For example, "How a 3-Location Gym Cut Cost Per Member From $190 to $128" (hook type "Case study result"), "3 Locations, Same $4,000 Budget, $190 to $128 Per Member" ("Stat contrast") and "How 6 to 17 New Members Per Month Came From 3 Changes" ("Before and after"). The other two are "90 Days, $4,000 a Month, $190 to $128 Cost Per Member" ("Timeframe plus result") and "What a 3-Location Gym Changed to Go From 6 to 17 Members" ("Curiosity"). Every one is 60 characters or fewer, and the table shows a character count for each.
A 3-column thumbnail text table with five options. For example, "$190 to $128" and "6 to 17," each with a short note on why it fits. Others are "3 Locations, 90 Days," "$4,000 Same Budget" and "2 Best Ads." Every number comes from the brief.
A 3-column, 10-minute outline. It runs from 0:00 to 10:00 in eight rows: an intro, the case background, a result recap, one row for each of the three changes, a results walkthrough and a recap. Each key point restates a brief fact or says what the video shows.
A 3-column claims check. The cost per member change, the 6 to 17 new members per month, the same $4,000 budget across 90 days and the three changes are "Stated in brief." Channel results and subscriber numbers are "Not provided."
The chat reply summarizes the file and offers quick follow-ups, like tightening the outline sections or swapping title options. Nothing is published or sent.
These are sample results from a made-up gym. Wording changes from run to run. Read every line before you use it. Check each title and thumbnail option for numbers or words that aren't in your brief, and check that the wording says what your brief says. In the sample, "6 to 17" is new members per month, so a title that says "6 to 17 Members" is shorter than the brief and worth rewording. Check outline lines that make general statements, too, and keep only what your brief supports.
Common mistakes and fixes
A new number appears. Delete it. Remind it: "Use only numbers stated in the brief. Never calculate a new number."
A title is over 60 characters. Say: "Keep every title to 60 characters or fewer and recount the characters."
Thumbnail text is too long. Say: "Keep every thumbnail option to 4 words or fewer."
A result is invented or rounded up. Delete it. Remind it: "Never invent or round up a result, number, guest or example."
A title is clickbait. Say: "No clickbait promises. State only what the brief supports."
A general claim shows up. Delete it. Remind it: "No claims about what most viewers or gym owners experience."
An outline time is off. Say: "Make the outline times add up to exactly 10 minutes."
It fills in your channel results. Say: "Write 'not provided' for anything the brief doesn't say."
An offer or giveaway appears. Delete it. Remind it: "Never offer discounts, free trials, giveaways, pauses or downgrades."
The table has more than 4 columns. Remind it: "Every table has 4 columns or fewer."
You publish it as is. Don't. Edit the titles and the outline so they sound like you.