Less Annoying CRM in ChatGPT and Claude: stale deals, overdue tasks and call prep
Connect Less Annoying CRM to ChatGPT or Claude with an API key: find deals nobody touched, overdue tasks and a contact's history before a call, and approve changes.
Contents
To connect Less Annoying CRM to ChatGPT or Claude, create an API key on the Programmer API settings page of your CRM and paste it on our page, not in the chat. Then ask in plain words: which pipeline items nobody has moved in three weeks, whose tasks are overdue, what was said with a client before tomorrow's call. Adding a note, a task or moving a deal is one more message, and nothing changes in the CRM until you say yes.
How to connect Less Annoying CRM to ChatGPT or Claude
Less Annoying CRM is built to stay simple, and that’s exactly why things slip in it quietly: a deal sits in “Proposal sent” for a month, a follow-up task from a colleague who went on holiday goes overdue, and nobody notices until the client calls someone else. With the CRM connected, ChatGPT or Claude can find those in one question.
- Get APIUniCon into ChatGPT or Claude with the setup guide, unless it’s already there from another service.
- Ask for the connection in the chat: “Connect my Less Annoying CRM”. If the AI wants to read up first, give it the Less Annoying CRM API documentation.
- Create a key on the Programmer API settings page of your CRM. Give it read access, plus create and edit if you want the AI to add notes and tasks for you later.
- Paste the key on our page, the link the AI sends you. The documentation asks for an Authorization header “containing only your API key”, with no prefix, and that’s how we send it. We store the key encrypted; only the answers reach the chat.
- Wait a few seconds for the test request. The AI will say what it can see: contacts and companies, pipelines, tasks, events and notes.
We checked on 13 November 2026: neither the ChatGPT plugin directory nor Claude’s connector directory listed Less Annoying CRM.
What to ask about deals, tasks and contacts
Good questions to start with:
- Which pipeline items haven’t moved in three weeks, and who owns them?
- Whose tasks are overdue, and for which clients?
- What happened with Hollis & Grant since the summer: notes, tasks, meetings?
- How many deals are in each status of the sales pipeline right now?
- Which clients have no task or event planned at all?
- Who did we meet this month, and which of them got no follow-up?
- Which contacts in the “Referral partners” group haven’t heard from us since September?
- What’s on my calendar tomorrow, and what should I read before each call?
Cases from a small insurance agency
The agency, its clients and its figures are fictional. Ask the same questions and you’ll get your own.
Deals nobody touched
“Which pipeline items haven’t moved in three weeks?” Each item in a Less Annoying CRM pipeline has a status, and the AI checks when each one last changed.
9 items haven’t moved in 21 days or more. 5 are in “Quote sent”, the oldest is Hollis & Grant, 38 days, owned by Dana. 3 are in “Waiting for documents”, all three Mark’s. One is in “Negotiation” for 24 days: Ridgeway Dental. 4 of the 9 have no task planned, so nobody is going to call them by themselves.
The follow-up question is the useful one: “Which of those 9 have no task, and who should get one?” The AI answers with names, and creating the four tasks is one more message, shown to you before anything is saved.
Before tomorrow’s call
“I’m calling Ridgeway Dental at 10. What do I need to know?” The AI reads the contact, the company, their notes, tasks and the pipeline item together.
Ridgeway Dental, 6 staff, contact is Priya Shah, office manager. They asked for a quote on 14 October; Dana sent it on 17 October, $3,480 a year. Last note from 21 October: “Likes the cover, unsure about the excess, compare with current policy.” No reply since. The open task “Send excess comparison” was due on 25 October and is overdue.
Who’s behind
On Monday morning: “Whose tasks are overdue?” Tasks in Less Annoying CRM belong to a user and usually to a contact, so the AI can sort them both ways.
12 tasks are overdue. Mark has 7, five of them from the week he was off. Dana has 4, Ridgeway’s excess comparison is the oldest. 1 is yours: renewal call with Tolland Bakery, due Friday.
What the AI can do in Less Annoying CRM
Some of the follow-up the AI can do itself, if the key allows it. Every change is shown to you first, and nothing happens until you confirm.
- “Add a note to Ridgeway Dental: called, sending the comparison today.” You see the text and the contact before it’s saved.
- “Create a task for Dana to call Hollis & Grant on Thursday.” You see who it’s for, the date and the contact.
- “Move Ridgeway Dental to Negotiation.” You see the item, its current status and the new one.
- “Move Mark’s overdue tasks from last week to Wednesday.” The AI lists the seven tasks first, with their new date.
If something goes wrong
If the CRM answers that the key isn’t valid, it was deleted, or API access was turned off for your account. Ask your admin, create a new key and tell the AI “Update the Less Annoying CRM key”. If the AI says it can’t change something, the key is probably read-only: make a new key with create and edit, and update it the same way.
Questions and answers
Where do I create the Less Annoying CRM API key?
On the Programmer API settings page of your CRM. Less Annoying CRM's documentation says that page lets you turn API access on or off, see your active keys and create new ones.
Which permissions should the key have?
Read, if you only want answers. Add create and edit if you want the AI to add notes and tasks or move pipeline items after you confirm. Less Annoying CRM lets you set each key to read, create, edit or delete. Leave delete off unless you really need it.
I lost the key. Can I see it again?
No. Less Annoying CRM stores keys encrypted and can't show one again after it's created. Make a new key, delete the old one and tell the AI “Update the Less Annoying CRM key”. It sends you a fresh link to our page.
Will the AI see contacts I'm not allowed to see?
No. The key works with the rights of the user who created it, and the CRM's sharing rules still apply. If a colleague's contacts aren't shared with you, the AI doesn't see them either.
Our admin turned off API access. What happens?
The connection stops: when an admin turns off API access, Less Annoying CRM deactivates the existing keys. Once it's back on, create a new key and update it through the AI.
Does it work with companies too, or only people?
Both. Less Annoying CRM treats people and companies as contacts, so the AI can answer about a company, the people in it and their deals in one go.
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