Post to LinkedIn from ChatGPT

Attach PostWharf to ChatGPT once, then publish or schedule LinkedIn profile posts, company pages and documents by asking for them — and get a receipt saying what actually landed.

Connect it

Added as a connector from a link, so the model can queue posts inside a normal conversation. One workspace key scopes every call to a single brand, so ChatGPT can only ever reach the accounts in that workspace — not every account you run.

# Settings -> Connectors -> Create
# Server URL: the connect link on your PostWharf dashboard,
#             under Agent & MCP -> ChatGPT
# Authentication: None. The link is the key.
# Developer mode has to be on, and it is not on the free plan.

Ask for a LinkedIn post

Once the server is attached the ask is a chat message, not a form — in a normal conversation, which is also where the draft usually got written:

"Rewrite this changelog entry for a company page audience and schedule it for Monday 8am."

ChatGPT finds your connected LinkedIn channel, checks the text against the 3,000-character ceiling before anything is queued, and hands back the queued time. Nothing publishes because a model decided it should.

Ask for the variants and the schedule in one message. Writing three options and queueing the best is one exchange, and the ones you did not pick stay in the conversation rather than in a document you will not reopen. Replace the link from the dashboard if it ever goes somewhere it should not — it is separate from your workspace key, so the CLI and anything scripted keep running.

What LinkedIn accepts

Character limit3,000
Counted onthe post body
Formatsprofile posts, company pages and documents

Company Pages need an extra permission grant from LinkedIn beyond the personal profile scope.

What comes back

Every post carries a delivery receipt per channel: the state, the live URL once it is out, and the platform's own reason if it failed. Deliveries are re-checked after publishing, so a LinkedIn post removed later stops reporting as live instead of sitting in your history as a success. Ask ChatGPT for the status and it reads that receipt back rather than guessing.

Questions

Can ChatGPT post to LinkedIn automatically?

Yes. Connect the PostWharf MCP server to ChatGPT and it can publish or schedule to a connected LinkedIn channel, then read the delivery receipt back. The workspace key limits it to the accounts in one workspace, and you keep the approval step.

What do I need before LinkedIn will work?

Company Pages need an extra permission grant from LinkedIn beyond the personal profile scope. Once the channel is connected in PostWharf, ChatGPT reaches it the same way it reaches every other network.

How long can a LinkedIn post be?

3,000 characters, counted on the post body. PostWharf checks that before the post is queued, so an over-length post is refused immediately rather than failing at LinkedIn after everything else in the same batch has already published.