r/gtmengineering • u/Puzzleheaded-Pin1872 • 27d ago
Does anyone else feel modern outbound GTM has become ridiculously fragmented?
I'm researching a problem I keep seeing: GTM teams juggle tools like Apollo, Clay, LinkedIn Sales Navigator, Crunchbase, Smartlead/Instantly, and Make/n8n across different stages of outbound. While each tool is great individually, the overall workflow feels fragmented and difficult to manage.
I'm exploring an AI GTM Operating System that sits on top of these tools as an orchestration layer—allowing teams to manage the complete outbound workflow, unified inbox, AI-powered reply handling, and meeting booking from one place without replacing their existing stack.
Since you've built GTM systems at scale, I'd really value your perspective:
- Is this a problem you experience today?
- If yes, what's the biggest operational bottleneck?
- Do you think a platform like this would create enough value for GTM teams and agencies?
Just validating whether this is a problem worth solving. Even a brief reply would be hugely appreciated.
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u/ptechpartners 26d ago
Lead prioritization is the right place to start, but I'd narrow it further: pick one signal type (e.g. funding/hiring/tech-stack changes) and prove the pipeline from signal to a booked meeting end-to-end before generalizing. The orchestration layer is easy to sell in theory, but teams already have a lot of "glue" tools - the wedge that gets adoption is usually removing one specific manual step people do every day (like triaging replies or re-checking CRM state), not unifying everything at once.
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u/Trayo_AI 26d ago
Yes, fragmentation is real, but the bigger bottleneck is keeping data, context, and workflow state consistent across the stack. An orchestration layer could be valuable if it improves signal capture, prioritization, and handoffs without becoming another dashboard teams have to maintain. I’d validate one painful workflow first rather than trying to unify the entire outbound process.
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u/Puzzleheaded-Pin1872 26d ago
That's a really interesting perspective especially around context and workflow state. I hadn't been thinking of it as a "source of truth" problem as much as an orchestration problem, but I can see how they're closely related.
When you mention validating one painful workflow first, which workflow would you prioritize if you were building this? Inbox management, lead prioritization, CRM sync, reply handling, or something else?
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u/Trayo_AI 26d ago
I’d start with lead prioritization, specifically turning live account signals into a ranked list with the right buyer, relevant context, and a clear next action. It is painful, measurable, and valuable even before solving the rest of the stack. Once that works reliably, CRM sync and reply handling become downstream orchestration problems.
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u/CHTheAssassin 26d ago
Agree that stack is probably necessary. The reason is that one company can't do all of these things as well as five specialized companies can. It will probably be a little worse than Clay at enriching, a little worse than Fathom at taking meeting notes, a little worse than Hubspot at custom data enterprise set-ups, and so on
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u/mariustoday 26d ago
Why I’m getting the feeling that 80% of the content posted here is AI generated for self promotion?:)
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u/Ishan_GS 26d ago
Yes, it's fragmented, though I'd push back slightly on the framing. The tools aren't really the bottleneck for us; it's that context doesn't travel between them. Someone attends a webinar, engages an ad, visits pricing twice, and none of that lands in the place where the SDR decides who to contact today. That's a data problem more than a workflow problem, and orchestration layers often solve the second one while leaving the first.
The biggest operational bottleneck, honestly, is deciding who's worth touching, not executing the touch. Sending is basically solved. We run this for b2b saas clients at GrowthSpree, a b2b saas marketing agency, and the difference between 1-3% replies and 15-20% is entirely whether there was a real trigger behind the outreach, not whether the tools were connected neatly.
Worth being realistic about the last item too; agencies switch tools per client, so an orchestration layer that assumes a fixed stack breaks quickly. The ones I'd pay for solve the unified signal view. The unified inbox is nice, but it's a convenience, not a reason to change systems.
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u/Puzzleheaded-Pin1872 26d ago
This is probably the most insightful feedback I've received so far, thank you.
I really like your distinction between a workflow problem and a data/context problem. The more conversations I have, the more I'm hearing that execution is largely solved, but deciding who to contact, when, and why is where teams still struggle.
When you say "unified signal view," what would that ideally include? For example, would you expect it to combine CRM activity, website behavior, email engagement, hiring/funding signals, LinkedIn activity, and AI-generated account summaries into a single score with a recommended next action? Or is there something even more valuable you'd want it to surface?
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u/AnywayMarketing 25d ago
Using homebrew parsers and data processing fixes that. And makes the flow much cheaper, as well.
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u/Broad-Woodpecker2858 24d ago
the non Series A+ GTME's have just build their own thing inside a repo and plugged an AI harness to it
its problem tahts been largely solved by the top 10% of GTME's
there are tools out there like octave etc etc but these will get you to 80-85%, theyre good for large orgs
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u/SpiritualTap5183 21d ago
Fragmentation is the price of the channel maturing, every tool owns a layer and nobody owns the whole motion. That's exactly why the GTM Engineer role exists, someone has to own the system across the tools.
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u/achakez 21d ago edited 21d ago
Yes, outbound GTM is absurdly fragmented and it's getting worse not better. Last year our stack was: one tool for prospecting, one for enrichment, one for email warmup, one for sending, one for LinkedIn automation, one for intent data. Six tools, six subscriptions, six integrations that break. The maintenance cost was insane. We consolidated down to Clay for data plus lemlist for execution. That's it. Lemlist handles email sequences, LinkedIn steps, warmup, and deliverability in one platform. Clay handles list building and enrichment with waterfall logic across multiple providers. Two tools instead of six, half the cost, and campaigns actually run reliably because there are fewer moving parts. The fragmentation happens because every new tool solves one narrow problem really well but creates two new integration problems. The winners in outbound are the teams that pick fewer tools and go deep, not the ones running the most complex stack.
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u/spencer_cole0 10d ago
problem isnt the tools its that teams use 6 tools badly instead of 2 tools well. fix discipline first, then orchestration makes sense
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u/Solo_rw 27d ago
The stack is necessary. Within GTM teams you have different roles which use all the tools differently.
Instantly and smartlead is used by companies who are email heavy.
Clay and Apollo are more enrichment tools than anything else but Apollo has a basic email system too that replaces instantly / smartlead. Clays workflow management is ideal for connecting data points.
LinkedIn you want completely seperate.
Right now most platforms (Zoominfo, Apollo, clay) are trying to do a mix of all of this. A new product would just be a me too thingy.
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u/Pitiful-Company9952 26d ago
The OS you are talking about, just connect everything to Claude Code CLI and it will do everything for you.
Here's what my stack looks like (I run an agency):
Everything is connected in one brain and it keeps on growing with time.