Gil Allouche

Claude Code, Claude Code, Claude Code. All over my timeline. From Rev Ops, to GTM Engineers, to top notch Agency Owners. All are building or innovating, moving to another level. But why... 1) Cost - SaaS is expensive, and orchestration for top level customers is more expensive. Build it yourself is a real solution now. 2) Speed - should you wait for 5 API calls or just orchestrate it how you want. 3) Adaptability - workflows change often. Why should we have to rebuild the same thing 500 times when we can programatically do it in minutes. 4) Scale - Scale usually means more expense (Enterprise plans, etc). We orchestrate large clients and get penalized in reverse for not pushing bigger plans. Much easier to build the solution clients need, vs spending money for the sake of spending the clients marketing budget. Look, I'm not sure the path is quite clear yet but I do know this.....SaaS is changing. Agents are going to be orchestrating what you want when you want it. Data is faster and cheaper, and coding can be done while you sleep. Definitely not boring time to be alive.

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Talked to 100+ GTM leaders this year 📌 Here's the pattern: 🪜 Rung 1: Manual everything. "We'll automate later." 🪜 Rung 2: Basic Zaps. Breaks constantly. 🪜 Rung 3: Clay workflows. Needs an agency to maintain. 🪜 Rung 4: 12 specialized tools. $42K/year. Nothing integrated. 🪜 Rung 5: Describe what you want. It runs. Most teams think they're on Rung 4. They're actually on Rung 2 with better branding. The jump from 4 → 5 isn't adding another tool. It's removing the ladder entirely. Swipe through to find where you actually are 👉

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The Real Reason Your GTM Feels Misaligned Conversion data is easy to track. Awareness and trust? Much harder. And that’s where your pipeline is born. If your model only shows you the “how” (last click, form fill, email open), but never explains the “why” (word of mouth, peer trust, long-term brand impact) you’re flying blind. High-performing teams don’t just chase attribution. They build trust engines. And they track the full journey, even if the data isn’t perfect. Growth starts when your insights are as strategic as your spend.

For the GTM-obsessed: here’s a tool that can give you a bucket load of insights. If there’s a data point, there are at least ten ways to interpret it. One way: inform how you deploy strategies in similar cities. Say a GTM strategy worked in Birmingham, AL. By identifying the most crucial indicators (GDP per capita? industry clusters? population density?)you can adjust these visualizations to find similar cities where that strategy is likely to succeed again. Birmingham mirrors Shreveport, Des Moines, and Worcester across key economic metrics: familiar customer profiles, likely similar pain points. Use it as a gut check for where your business goes next. How would you slice this data to uncover new GTM opportunities? Tool: Metroverse by Harvard (link in comments)

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Your team is probably losing 10–20 hours a week just moving data between systems. Imagine redirecting that time to actual client work, strategy, or creative problem-solving. The best part? Modern custom AI pipelines can often go live in under a month without forcing your people to relearn everything. What repetitive task eats the most time in your week right now? 👇

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Most leads don’t fail due to lack of interest—they fail due to weak verification. AI-driven lead verification filters intent, data quality, and fit before sales engages. From what I’ve seen, this single shift delivers faster response times, cleaner pipelines, and materially higher conversion—with far less human effort.

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SaaS stack sprawl happens slowly. First 5 tools. Then 10. Then 20. Then suddenly your agency is paying for 40+ subscriptions across different teams. Marketing tools. AI tools. SEO platforms. Automation software. Analytics dashboards. When tools grow faster than processes, operational inefficiency follows. Scaling agencies need visibility over their entire SaaS ecosystem. #AgencyScaling #SaaSStack #StartupOperations #DigitalAgencyLife #FounderCommunity

Mercator.ai, which provides commercial contractors with real-time insight into early-stage project activity has expanded its AI business development platform into Florida. This follows rapid adoption in Texas and growing demand from contractors for earlier visibility into private projects. via Mercator.ai & Mann Report https://lnkd.in/geJzsBuX

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Turn SAM.gov into a custom data pipeline -> then turn that pipeline into revenue all with Intellectible automation templates. Intellectible can turn the daily SAM.gov grind into a fully automated, semantic-search workflow - no coding required. Step 1 – Download: One click pulls the latest opportunities from SAM.gov (or Grants.gov / SBIR.gov) straight into your private SQL lake. Step 2 – Embed: We auto-vectorize every record so you can search by meaning, not just keywords. Step 3 – Search: A lightweight app surfaces instant, cosine-similarity results—type “Robots” and watch the matches appear. Need more? You can work with us to schedule rolling 24-hour scrapes, run go/no-go scoring agents, or push real-time alerts to your BD team - all within the same node-based builder - no glueing 17 micro-services together here. Don't settle for one size fits all SAAS - Elite software conforms to elite teams. Reach out for a demo. #AI #Automation #GovTech #SAMgov #BusinessDevelopment

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