Pebbles Ai vs Perplexity:
which fits your team?

What is each product built for

Perplexity is built to answer questions from the web with citations, and Pebbles Ai is built to run go-to-market work from research through to outreach. Perplexity returns cited answers, writes deep research reports on paid plans and, on Enterprise, surfaces answers from your own files.

Pebbles Ai treats research as one step in a longer job. Its assistants read company websites and public sources and reply with inline numbered citations, then the same workspace finds the people to contact, keeps them as CRM records and drafts the first message.

Where is Perplexity stronger

Perplexity is stronger for open-ended web research. Search and cited answers are the centre of the product, and paid plans add deep research for longer reports, which suits market scans, trend questions and fact-checking.

It also reaches further into other tools and the browser. Perplexity lists more than 400 app connectors and file uploads, and its Enterprise plan includes the Comet agentic browser.

• Web search and cited answers as the core product, with deep research on paid plans.
• More than 400 app connectors, by its own count, and the Comet agentic browser on Enterprise.
• Enterprise answers drawn from your own files.
• Documents, apps and Computer access listed on its Pro plan.

Where does Pebbles Ai work differently

Pebbles Ai connects research to action. Research replies carry inline numbered citations and a source list, and the next step happens in the same place: describe your ideal customer and the assistant finds matching companies, then the right people at up to ten of them.

Take an illustrative recruitment software firm exploring a new market. In an answer engine, the team learns which kinds of agencies are growing and copies the findings into a document. In Pebbles Ai, the same question leads to a list of matching companies, leads by role and location at the chosen ones, CRM contacts with a work email where one is found, and email and LinkedIn drafts written in the firm's brand voice.

• Company search returns up to 50 companies a search from a description of your ideal customer.
• Leads land as CRM contacts in a segment, with a confidence score and a catch-all flag.
• Company Intel holds your business knowledge and brand voice for every draft.
• Outreach up to seven touches, with emails saved as drafts in your connected Gmail or Outlook.

Which should your team choose

Choose Perplexity when the question is open and the output is understanding: market research, competitor scans or quick fact-finding. Choose Pebbles Ai when the output must become pipeline: a target list, CRM records and outreach that sounds like your company.

Research-heavy teams can keep both: an answer engine for wide exploration, and Pebbles Ai for the people who own pipeline and need to act on what was found.

What should you check before switching

Check what kind of research you need, because Pebbles Ai reads known public URLs and bounded sections of company websites rather than acting as a general web answer engine. There is nothing to migrate from Perplexity, so the useful test is one real account list.

• Run the same account research in both and compare the sources each one cites.
• Connect Gmail or Outlook so outreach can be saved as drafts.
• Build Company Intel from your website and files before writing campaigns.
• Compare security marks: Pebbles Ai holds CASA II and Microsoft 365, is GDPR compliant, and has SOC 2 Type II and ISO 27001 pending.