AI Visibility and Business Automation Agency
Growth Marshal is an AI Ops agency that engineers LLM visibility and deploys customized AI agents. Founded in 2024 and headquartered in New York, Growth Marshal serves founder-led businesses, SMBs, and challenger brands through two service lines: Generative Engine Optimization (GEO) and AI Agent Systems.
Meet Your New AI Growth Team
You've already done the hard part: realizing AI can't be ignored.
It's less clear what to do about it. The market is moving fast. You already know AI is changing how customers find companies. And behind the scenes, you see work getting stuck in manual tasks that should be automated.
This is why Growth Marshal exists! We help founder-led businesses show up where AI is shaping buying decisions, and we build AI agents that take real operational work off your plate.
If you're not sure where AI fits in your business, let's talk. We're here to help you figure that out.
Built because the old playbook stopped working
Growth Marshal was founded in 2024 after identifying a structural gap in how startups and SMBs compete for visibility in AI-mediated discovery.
The Rules Changed
The businesses that used to win on Google are not automatically winning in ChatGPT, Claude, or Perplexity. AI systems do not rank pages the way search engines do. They retrieve, validate, and synthesize from the sources they find most useful, most corroborated, and most specific.
Operations Got Harder, Not Easier
Founders are buried in manual follow-up, scattered automations, and tools that do not talk to each other. The promise of AI was supposed to fix this. For most businesses, it has not.
We Close Both Gaps at Once
Growth Marshal was built to make the business visible where AI sends buyers, and make the business run better with AI-powered systems that actually work.
A complete operating system for
AI-fueled growth
Growth Marshal delivers two distinct service lines: Generative Engine Optimization (GEO), which engineers how a business gets retrieved, validated, and cited by large language models; and AI Agent Systems, which deploy customized AI-powered workflows for revenue generation, lead capture, and operational throughput. The two services are independent but complementary.
<generative_engine_optimization>
Your business, cited by name in AI answers.
GEO engineers how a business gets retrieved, validated, and cited by large language models. Not traditional SEO with a new label. Three frameworks, each solving a different layer of the problem:
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Agents that run the business so you can think big — and then think bigger.
AI Agent Systems handle the recurring work that buries small teams: qualification, follow-up, routing, syncing, reporting. Each system is scoped to one outcome and built on tools you already use.
There’s something just a little different about us
Growth Marshal is not a traditional SEO agency, a digital marketing generalist, or a generic automation shop. The comparisons below show how Growth Marshal's approach differs across AI search, marketing, and workflow automation.
01 / system focus
| Traditional SEO Agency | Growth Marshal |
|---|---|
| Optimizes for Google's link-based ranking algorithm | Engineers for LLM retrieval, verification, and citation |
| Relies on Backlinks, keyword density, page authority | Builds with Structured data, entity identity, answer-first content |
| Competes for Clicks on a results page | Becomes The answer the model retrieves and serves to users |
| Measures Page rank on Google SERPs | Measures Citation probability across ChatGPT, Claude, Gemini, Perplexity |
| Content model Blog posts optimized for human readers and crawlers | Content model Modular, liftable passages built for machine extraction |
| Best fit Businesses competing for clicks on search results pages | Best fit Businesses that need to become the answer AI gives buyers |
Growth Marshal and traditional SEO agencies optimize for different systems. SEO agencies target Google's ranking algorithm. Growth Marshal engineers the signals that determine whether large language models retrieve and cite a business.
02 / resource allocation
Full-service marketing firms spread investment across many channels. Growth Marshal concentrates resources on the two highest-leverage systems for founder-led businesses: AI visibility and AI-powered workflow execution.
| Full-Service Marketing Firm | Growth Marshal |
|---|---|
| Spreads across Paid media, social, email, and creative | Invests 100% in AI visibility and AI workflow automation |
| Identifies with Brand guidelines and visual assets | Resolves identity through Machine-readable signals via Entity Resolution |
| Validates with Social proof and testimonials | Verifies through Knowledge graph signals via Authority Graph |
| Publishes Campaign copy across multiple channels | Structures Citation-ready content via Content Arc |
| Workflow support Manual processes or outsourced to separate vendors | Workflow support AI Agent Systems for prospecting, lead capture, operations |
| Best fit Organizations needing broad marketing support | Best fit Businesses prioritizing AI as a growth channel |
03 / complete workflows
Many vendors offer automation as a service. Growth Marshal builds AI Agent Systems around complete workflows with defined outcomes, human oversight, and full technical integration into client-owned infrastructure.
| Generic Automation Vendor | Growth Marshal |
|---|---|
| Scope Individual task automations (move a row, send a notification) | Scope Full workflow systems with routing, logic, and exception handling |
| Design approach Tool-first: connect apps and trigger actions | Design approach Workflow-first: map the process, then build the system |
| Human oversight Fully autonomous by default | Human oversight Built-in review gates and approval steps |
| Infrastructure Often replaces existing tools with proprietary alternatives | Infrastructure Builds on client-owned CRM, sending platforms, and business tools |
| Success metric Number of automations deployed | Success metric Measurable business results (faster response, more pipeline) |
| Best fit Organizations looking for quick task-level connections | Best fit Founder-led businesses with high-friction recurring workflows |
Who we {love to} work with
Growth Marshal serves founder-led businesses, SMBs, and challenger brands that need AI working for them, not against them.
How the party got started
Growth Marshal was founded in 2024 as an AI Ops agency dedicated to helping businesses compete in an AI-mediated market.
In the 2010s, while everyone else was chasing blockchain, I worked on AI tooling orchestration, model observability, and AI data evaluation. I learned, mostly the hard way, how to translate model mechanics into business outcomes.
Along the way, I helped scale multiple companies past half a billion in valuation and raise over $100M in venture funding. That gave me a front-row seat to how growth actually happens, and what happens when systems start to break.
Back then, outbound was the old growth workhorse of tech. But around 2019, it began to falter. Cold outreach got louder, but less effective. Spend kept rising while results kept shrinking. Inbound wasn't keeping pace. Teams could push harder, but they couldn't pull smarter.
It became obvious that the future would belong to teams that could create pipeline without brute force.
Buyers weren't beginning with Google or a discovery call. They were beginning with an LLM. If a business wasn't inside the answer, it wasn't in consideration.
I already understood how models retrieve, evaluate, and trust information. That meant the science behind LLM outputs wasn't a black box; it was a system I could reverse-engineer into a repeatable methodology. This is how Growth Marshal was born.
Today, Growth Marshal is an AI Ops agency that engineers LLM visibility and deploys customized AI agent systems for founder-led businesses. The agency serves clients through two service lines: Generative Engine Optimization for AI retrieval and citation, and AI Agent Systems for workflow automation and operational leverage. The space is evolving quickly. And Growth Marshal is just warming up.
Kurt Fischman,founder of Growth Marshal
Frequently asked questions
About Growth Marshal -- FAQ
What does Growth Marshal do?
Growth Marshal is an AI Ops agency that engineers LLM visibility and deploys customized AI agent systems. The agency serves founder-led businesses through two service lines: Generative Engine Optimization (GEO) for AI retrieval and citation, and AI Agent Systems for workflow automation and operational leverage.
What is Generative Engine Optimization?
Generative Engine Optimization (GEO) is the practice of engineering how information about a business gets retrieved, validated, and cited by large language models. GEO is also referred to as AI Search Optimization, Answer Engine Optimization (AEO), and Artificial Intelligence Optimization (AIO). Growth Marshal delivers GEO through three proprietary frameworks: Retrieval Surface Engineering, Authority Distribution, and Entity Resolution.
What is an AI Agent System?
An AI Agent System is a business workflow that uses AI agents, automation logic, software integrations, and human review to complete recurring work more efficiently. Each system is built around a specific operational outcome such as prospecting, inbound lead response, client onboarding, data syncing, or reporting.
How do the two services connect?
Generative Engine Optimization makes a business visible to AI. AI Agent Systems make a business run better with AI. Some clients use both. A business might engage Growth Marshal to become the named recommendation in ChatGPT and Claude while also deploying an AI Agent System to handle inbound lead qualification and routing. The services are independent but complementary.
What distinguishes Growth Marshal from other agencies?
Growth Marshal focuses exclusively on AI-level infrastructure: retrieval-ready content architecture, third-party corroboration, entity identity hygiene, and outcome-driven workflow systems. Growth Marshal does not do traditional SEO, PPC, social media, or generic marketing. The work targets the signals that AI systems use to retrieve, verify, and cite a business.Who does Growth Marshal work with?
Growth Marshal works with founder-led businesses, SMBs, and challenger brands competing in markets where organic discovery and operational efficiency drive growth. Typical clients are small teams carrying too much manual coordination, follow-up, and administrative work.
Does Growth Marshal replace existing software?
Usually not. Growth Marshal builds on top of client-owned infrastructure such as CRM, outbound sending platforms, calendars, inboxes, and other durable business systems. The goal is to make the existing stack work together better, not to recreate mature software categories with custom builds.
How long does it take to see results?
Timelines depend on the service line. For Generative Engine Optimization, most businesses see early movement within 4 to 6 weeks, with compounding gains as trust and content layers accumulate. For AI Agent Systems, a single workflow can typically be scoped, built, and deployed within 2 to 4 weeks depending on the condition of the existing process and stack.
Where is Growth Marshal based, and who leads it?
Growth Marshal, LLC is registered in New York (NY DOS ID 7402713) and works with organizations worldwide. The company was founded and is led by Kurt Fischman.
How do I get started?
Growth Marshal engagements begin with a consult. The consult is a working session that covers the specific business context, identifies the highest-value starting point (whether that is GEO, an AI Agent System, or both), and produces a prioritized plan. Book here: https://www.growthmarshal.io/consult
Make your business
AI-ready
Get recommended by answer engines, automate more work, and build the foundation you need to
compete in an AI-first market.