How do eco founders brief ChatGPT for one LinkedIn post?
Quick answer
Only as a rearranger of one founder-written point already true in the pack or in a note the founder typed. ChatGPT cannot invent a mill visit, a certification, a customer quote, or an impact stat. The founder still posts. Do not invent an engagement percentage. The weekly series is LinkedIn organic. The email is founder newsletter drafts.
Vs other Intelligence guides
| Guide | Job |
|---|---|
| LinkedIn organic | Whether the weekly series runs. This page is the model brief for one post. |
| Founder newsletter drafts | The email letter. A post is not that send. |
| LLM ad-copy claims | Paid ads. A post is not an ad. |
| Thinking partner | Private chat labeled do-not-ship. A post publishes. |
| ChatGPT PDP copy | Shopify description text. A post is not the PDP. |
| ChatGPT call notes | A customer or supplier call is not the post source. |
| ChatGPT investor update | Board figures. A post is not the investor letter. |
| This guide | How do eco founders brief ChatGPT for one LinkedIn post |
Composite operator guidance. Not legal advice on EmpCo or platform policies. Do not treat a worksheet post count as a typical engagement lift. LinkedIn does not publish a bonus for model posts.
Three texts. Only one may post.
| Text | What it is | This week |
|---|---|---|
| Founder point | One true note the founder typed | A lesson, a material fact from the pack, or NONE. No transcript. |
| Rearranged draft | Shorter order of that point. No new scene. | Optional Team chat. Memory off. |
| Live post | What buyers and EmpCo can read | Founder posts from their own profile after a compare. |
Staff line: "If the scene is not in the founder point, it is not in the post." If the point is blank, skip the week. Do not open a chat to invent one.
Proof ladder (one LinkedIn post)
| What is true this week | You may do | You freeze |
|---|---|---|
| Founder wrote one point. Pack pasted. Signer is the founder. | Paste the point plus the banned list. Shorten. Human posts. | "Write thought leadership." Invented mill visit. Impact stat. |
| No point this week | Skip the post. The series can rest. | ChatGPT filling the calendar with a greener origin. |
| The point is a customer quote or a call | Leave the quote and the recording out. Call notes. | Pasting the buyer email or the Zoom export. |
| The line is an ad or the PDP | Ad-copy gate. PDP copy. | One prompt for the post, the ad, and the product page. |
Post kit
- Write the point first. One paragraph in the founder's notes: what happened, what is already true, what you will not claim. Or NONE.
- Paste the banned list and the facts pack. Certifications only if the folder has the file.
- Ask for rearrangement only. "Shorten this point. Do not add visits, quotes, certifications, or impact numbers."
- Compare. Every scene in the draft already sits in the point. Kill the rest.
- Founder posts from their profile. The chat is not LinkedIn.
- Series stays on its own page. LinkedIn organic decides the weekly mix. This page only fences the model.
| Leave out of the prompt | Why |
|---|---|
| "Write a viral eco post" or "add our impact" | Empty asks invent a factory tour and a saved-ocean line. |
| Customer names, DMs, and call transcripts | The post is not a ticket and not a recording. |
| Unpublished runway, margin, or a round | That belongs on the investor update fence, and only as a typed skeleton. |
| A custom GPT trained on old posts plus Drive | Custom GPT fence. |
Allow vs banned
| Surface | Allow | Kill |
|---|---|---|
| Founder LinkedIn post | One typed point, rearrange, founder posts | Model-only thought leadership. Invented mill. Invented quote. |
| Company page and ads | Ads stay on the ad gate. Company page uses the same point. | A greener alt post the founder did not write. |
| Newsletter and PDP | Their own fences | One prompt for the post, the letter, and the PDP. |
| Board story | Leftover invented-claim posts, posts with no founder point | Invented engagement or follower lift. |
EmpCo from 27 September 2026 still applies to a post line that also ships in the EU. Score leftover adjectives in the green claims calculator. Do not publish an engagement lift for model copy.
10-check LinkedIn post log (run this week)
Open the live profile and the chat, not a vendor growth page. Log Y/N and whether a scene arrived from the model.
| # | Check | Pass |
|---|---|---|
| 1 | Did the founder write one point before the chat? | Yes, or skip the post. |
| 2 | Were pack and banned list pasted first? | Pack. |
| 3 | Any mill visit, saved-ocean line, or invented certification in a live post? | Leftover posts go on the worksheet. |
| 4 | Customer quotes and calls kept out? | Call notes. |
| 5 | Did the founder compare the draft to the point before posting? | Fails if the chat is the publish button. |
| 6 | Weekly series still decided on the organic page? | LinkedIn organic. |
| 7 | Ads still on the ad gate? | Ad-copy gate. |
| 8 | Newsletter still on its own fence? | Newsletter drafts. |
| 9 | Policy names who may draft a post? | Usage policy. Founder posts. |
| 10 | Did a vendor promise engagement lift or EmpCo-ready thought leadership? | Ignore. No invented %. |
Fix the source that week. They asked for thought leadership: freeze that prompt. They invented a mill: the point was blank. Do not invent an engagement percentage.
LinkedIn post freeze (labeled example)
Replace every cell from the live profile and the chats. Do not copy the example as an engagement benchmark.
| Field | Worked example | Your cell |
|---|---|---|
| Founder point for this post | 1 founder point example, or NONE | [founder_point] |
| Live founder posts on the profile | 8 live posts example | [live_posts] |
| Invented-claim posts still live | 3 leftover invented-claim posts example. Take down or rewrite from a real point. | [invented_posts] |
| Posts that shipped with no founder point | 2 leftover no-point posts example. Rest the calendar until a point exists. | [no_point] |
Those cells are worksheet labels, not a posting quota. If [founder_point] is NONE, ChatGPT on LinkedIn is blank until the founder writes the point.
Go / no-go
| Call | When |
|---|---|
| No-go on any post chat | No founder point, thought-leadership ask, call or DM in the prompt, invented engagement %, model publish |
| Go on the point only | Founder writes and posts. Default if the chat still invents a scene. |
| Go on rearrange plus founder post | Point written, pack and banned list pasted, memory off, human compare, folder matches any certification named |
| Partial go | Take down leftover invented-claim posts this week. Do not fill a quiet week with a model. |
Score leftover invented-claim posts and posts with no founder point. Engagement lift is not a KPI.
The point is the post.
Write what already happened. Keep the pack in the prompt. Leave invented mills and impact stats out. Do not brief an engagement lift for a louder prompt.
Template fields and 7-day run
| Field | Fill with | Do not invent |
|---|---|---|
[founder_point] | One true note, or NONE | A thought-leadership prompt |
[pack_url] | Dated facts pack, or NONE | A Drive dump of old posts |
[signer] | The founder who posts | The model or a VA on a shared login |
[markets] | US / EU / UK / both | One impact stat for every market |
Brief: "Point: [founder_point]. Pack: [pack_url]. Signer: [signer]. Markets: [markets]. If the point is NONE, LinkedIn ChatGPT is blank. Kill invented scenes. Do not invent an engagement %."
- Day 1: Read the last eight founder posts and any chat titled LinkedIn. Fill [invented_posts] and [no_point].
- Day 2: Write one point from this week, or mark NONE and rest. No chat yet.
- Day 3: Confirm pack and folder. Facts pack. Folder.
- Day 4: Optional rearrange in Team. Memory off. Founder posts.
- Day 5: Series mix stays on LinkedIn organic. Ads stay on the ad gate.
- Day 6: Keep calls and the investor letter out. Call notes. Investor update.
- Day 7: Run the 10-check log. Score leftover greener lines in the green claims calculator.
Frequently asked questions
How do eco founders brief ChatGPT for one LinkedIn post?
Only as a rearranger of one founder-written point already true in the pack or in a note the founder typed. ChatGPT cannot invent a mill visit, a certification, a customer quote, or an impact stat. The founder still posts. Do not invent an engagement percentage.
Is this the same as the LinkedIn series guide?
No. That page is whether the weekly series runs. This page is which sentences a model may touch before the founder posts.
Is this the same as the founder newsletter draft?
No. That page is the email. This page is one LinkedIn post. A point can feed both only after you start a new chat for each surface.
What if the founder has no point this week?
Skip the post. Do not ask the model to invent a mill visit or an impact stat to keep the calendar full.
What do we measure if not engagement %?
Whether a founder point existed, leftover invented-claim posts, posts that shipped with no point, and whether the founder still published.