Pebbles Ai

The 'collapse the disconnected stack into one workspace' pitch lives or dies on integrations — otherwise it's just one more tab. Where does the lead and conversation context actually live: does Pebbles sync bidirectionally with an existing CRM (HubSpot/Salesforce) so it sits as a layer on top, or is it a separate system of record I'd have to migrate into? And if I leave, do the enriched leads and outreach history export cleanly, or do they stay locked in the workspace?

Congrats on the launch, @dima_antoniuk 👏 I'm curious—does Pebbles go beyond analytics and help identify the root cause of poor campaign performance? For example, whether the issue is the ICP, audience segment, offer, messaging, or marketing channel?

@Emin Can Turan appreciate you laying that out in full, that's a much clearer pitch than what fits in a tagline. The reasoning-over-execution framing makes sense to me now - most of the tools I've seen really are just execution wrappers. I'm curious how you handle the cold-start problem though, when a team has none of that historical/common-denominator data yet. Does the upstream reasoning still work day one or does it need a few weeks of signal first?

me using one platform for campaigns and outreach sounds practical. how does Pebbles measure campaign performance after execution finishes?

I think show company knowledge could improve consistency across revenue teams especially when new employees join quickly. How does the platform prevent outdated information from influencing outreach and campaign recommendations over time?

The positioning keeps referencing enterprise teams and McKinsey-level GTM strategy, but the problem you're describing first customers, fragmented tools, no dedicated sales team is most acute for founders at the zero to one stage who can't afford £1499 a month. Curious whether there's a solo founder or early stage tier planned, because that's the exact audience most burned by the tool fragmentation problem you're solving.

Many teams already use HubSpot, Clay, Apollo, and ChatGPT together. What workflow do you think Pebbles replaces most completely, and what do you still expect customers to keep?

This one looks promising! Good luck with your launch @emincanturan @istiakahmad @dima_antoniuk @priyankamandal

Finally tried Pebbles Ai and the campaign planning flow is way smoother than I expected. Having strategy and outreach in one workspace cut my tab switching way down.

AI sales platform is a pretty crowded category at this point, what's the thing pebbles does that a rep couldn't already do with a CRM plus a good sequence tool. genuinely curious what the wedge is

For small B2B teams, the sales-agent win is usually handoff quality rather than full autonomy: what changed, what evidence supports it, what needs human judgment, and what should never be sent without approval.

Congratulations on a launch! I have used a similar project before, but it had very limited features. You look very solid and look exactly like what I need. P.S. Dashboard looks nice, but some extra "llm" prompts showed me a bit confused. Like asking for ICP and then fetching from the data we already gave

The "getting your first customers" problem is painfully real. as a founder, market research, lead sourcing, outreach, follow-ups, and messaging can quickly become five different tools with five different versions of the company context.The most interesting part here is the neurosymbolic approach and the promise that Pebbles learns the business instead of making teams explain it again in every workflow. Curious how much of the GTM plan is generated from company data versus fixed playbooks, and how clearly users can inspect why a lead, segment, or campaign was recommended.

Congrats on the launch! Curious — what does the neurosymbolic part actually catch that a plain LLM would miss?

So glad Pebbles Ai is finally out in the world. Really proud of what we built. 🚀Before anything else, thank you to the people who used it when it was still rough. The ones who told us, plainly, when something we were proud of just wasn't good enough yet. Half of what shipped today exists because someone casually said - "this isn't it," and we listened.If you've scrolled past a hundred "AI that finds you customers and helps with GTM" launches, I get it. I'd be skeptical too. But I'm confident we did way better. Go try it and see what you can do with AI that actually owns its context. If something feels off or surprisingly good – we'd love to hear about it!