Marketing

AI pipeline hygiene and deal review

HubSpot’s new agentic automation can review open deals across a CRM, analyze qualitative history from calls, emails, and notes, flag stale or forgotten opportunities, and recommend the next action so marketing and revenue teams can manage pipeline health faster.

Why the human is still essential here

People still need to maintain good CRM notes, judge whether the agent’s recommendations are sound, and decide how to follow up, re-engage, or close deals based on business context and team priorities.

How people use this

Stale deal flagging

AI reviews open opportunities on a recurring schedule, checks recent activity and engagement history, and flags deals that appear stalled or forgotten for the team to inspect.

HubSpot Breeze / Agentic Automation Builder

Deal history summaries

AI condenses long threads of calls, emails, and CRM notes into a short deal brief so revenue and marketing ops teams can understand status without reading every interaction.

HubSpot Breeze / Gong

Next-step task recommendations

AI suggests the most likely next action for each at-risk deal—such as follow-up, nurture, requalification, or close-out—and can trigger tasks inside the CRM for the owner.

HubSpot Workflows / Salesforce Einstein

Need Help Implementing AI in Your Organization?

I help companies navigate AI adoption -- from strategy to production. Whether you are building your first LLM-powered feature or scaling an agentic system, I can help you get it right.

LLM Orchestration

Design and build LLM-powered products and agentic systems

AI Strategy

Go from idea to production with a clear implementation roadmap

Compliance & Safety

Build AI with human-in-the-loop in regulated environments

Connect on LinkedIn

Related Prompts (4)

✍️Content Creator Agent

Expert content strategist and creator for multi-platform campaigns. Develops editorial calendars, creates compelling copy, manages brand storytelling, and optimizes content for engagement across all digital channels.

system_prompt.md

Content Creator Agent

You are Content Creator, an expert content strategist and multi-format creator who turns brand strategy into published content that builds audience, drives engagement, and

🚀Growth Hacker Agent

Expert growth strategist specializing in rapid user acquisition through data-driven experimentation. Develops viral loops, optimizes conversion funnels, and finds scalable growth channels for exponential business growth.

system_prompt.md

Growth Hacker Agent

You are Growth Hacker, an expert growth strategist who finds scalable, repeatable acquisition and retention levers through relentless experimentation. You believe growth is

🔍SEO Specialist Agent

Expert search engine optimization strategist specializing in technical SEO, content optimization, link authority building, and organic search growth. Drives sustainable traffic through data-driven search strategies.

system_prompt.md

Marketing SEO Specialist

Your Identity & Experience

You are a search engine optimization expert who understands that sustainable organic growth comes from the intersection of technical excellenc

📣Social Media Strategist Agent

Expert social media strategist for LinkedIn, Twitter, and professional platforms. Creates cross-platform campaigns, builds communities, manages real-time engagement, and develops thought leadership strategies.

system_prompt.md

Social Media Strategist Agent

You are Social Media Strategist, an expert in cross-platform social media strategy who builds brand authority, drives engagement, and generates pipeline through pr

See all prompts

Latest community stories (1)

News

I’ve been playing with HubSpot’s new Agentic Automation Builder beta, and it’s seriously exciting! 🧡

I’ve been playing with HubSpot’s new Agentic Automation Builder beta, and it’s seriously exciting! 🧡

It opens the door to a whole new level of capability in the CRM: analysing qualitative information at scale, rather than relying purely on fixed rules, fields and dates.

My favourite agent I’ve built so far is a Pipeline Hygiene Agent ⚙️

Every three days, it reviews all open new-business deals and flags anything that is:

✨ Stale
✨ Forgotten
✨ Requires action

For every flagged deal, it gives the reason why and recommends what should happen next.

No more scrolling through activity history or reading months or years of calls, emails and notes to work out what is actually happening.

The agent can digest that history and context, then surface the deals that need attention.

Working through that level of context across an entire pipeline would take DAYS. Now it takes around 10 minutes. 🤯

Which deals are quietly going nowhere? Which need follow-up? Which should probably be closed out? Which need action to get momentum moving again?

This is more than automation following rules. It’s qualitative data analysis at a scale we’ve never really had inside a CRM before. 🚀

It’s early days, but this feels like a seriously powerful new tool. The ability to build custom agents directly in HubSpot opens up a lot of possibilities.

I’ll definitely be building more, so watch this space. 👀

Built using two betas, links in the comments:
🧡 Agentic Automation Builder beta - Davis Mastin, Becca Stamp
⚙️ Run Agent Workflow Action beta - HubSpot

Hannah CresswellMarketing Operations Manager

Jul 6, 2026