Pebbles Ai vs Claude:
which fits your team?

What is each product built for

Claude is built as a general-purpose assistant, and Pebbles Ai is built as a workspace for sales and marketing. Claude covers writing, analysis and coding, with projects, memory, web search and artifacts for shareable documents. Pebbles Ai puts Company Intel, the Marketing and Strategy assistants, lead finding, a CRM and inboxes in one go-to-market workspace.

That shapes how each one starts a task. Claude starts from what you give it in the project or the chat. Pebbles Ai starts from Company Intel, your business knowledge and brand voice, and from the leads, CRM records and inboxes already in the workspace.

Where is Claude stronger

Claude is stronger when the work spans far more than selling. It handles long-form writing, analysis and coding, and paid plans add Research, Claude Code, Claude in Chrome and Claude for Microsoft 365, per its pricing page.

Its connectors also reach widely, including interactive MCP apps, with Gmail, Salesforce, Slack, Google Drive and Google Calendar shown as examples. For organisations, Team adds SSO and enterprise search across the organisation, and Enterprise adds audit logs and SCIM.

• A general-purpose assistant for writing, analysis and coding.
• Connectors and MCP apps for tools such as Gmail, Salesforce, Slack and Google Drive.
• A free plan, with a separate memory for each project.
• SSO from Team upwards, with audit logs and SCIM on Enterprise.

Where does Pebbles Ai work differently

Pebbles Ai keeps the whole go-to-market loop in one place: knowledge, prospects, records and conversations. Company Intel holds what you sell, how you sell it and how you sound, and the Marketing and Strategy assistants write from it without a prompt full of background.

Picture an illustrative two-person consultancy launching a new service. In a general assistant, the founder writes a long brief, then moves names and drafts between tools by hand. In Pebbles Ai, the founder describes the ideal client, the assistant finds matching companies and then the right people at up to ten of them, the leads land in the CRM, and a multi-touch email and LinkedIn campaign is drafted in the company's own voice.

• Leads land as CRM contacts with a work email where one is found, a confidence score and a catch-all flag.
• A built-in CRM, labelled Beta, with deals, Kanban, saved views, ICPs, tasks and notes.
• Outreach up to seven touches, with emails saved as drafts in your connected Gmail or Outlook.
• Socialbox brings LinkedIn, WhatsApp, Instagram and Telegram chats into one inbox, where you write every message yourself.

Which should your team choose

Choose Claude when you want one assistant for a broad mix of work, including code, and your sales stack already covers leads, records and sending. Choose Pebbles Ai when your team spends its days researching accounts, finding people to contact, updating records and writing outreach.

The difference matters most where no one has time to stitch tools together, as in many founder-led and small commercial teams. A larger team may run Claude for general knowledge work and Pebbles Ai for the people who own pipeline.

What should you check before switching

Check how your existing CRM fits, because Pebbles Ai has its own CRM, labelled Beta, and no native Salesforce or HubSpot sync. There is nothing to migrate from Claude, and contacts can be imported into the Pebbles Ai CRM from Google, Microsoft or a CSV.

• Decide whether the Pebbles Ai CRM will hold your prospects or whether you will export to another system.
• Connect Gmail or Outlook so outreach can be saved as drafts.
• Build Company Intel from your website and files before the first campaign.
• Review the security marks: CASA II and Microsoft 365 held, GDPR compliant, SOC 2 Type II and ISO 27001 pending.