How Do Marketing Agencies Adapt to the Agent Economy?
For Digital marketing agencies and consultants · Based on Greg Isenberg Agent-Native Business Framework
// TL;DR
Digital marketing agencies face a paradigm shift: AI agents are becoming the primary discoverers and evaluators of products, replacing human search behaviour. Greg Isenberg's Agent-Native Business Framework gives agencies a new service category — AEO (Agent Experience Optimisation) — which includes building capability manifests, structuring client data for agent consumption, creating /agents entry points, implementing agent analytics, and optimising for agent-to-agent recommendation. Agencies that master AEO now will own the consulting category as the agent economy scales, just as early SEO agencies dominated digital marketing.
Why Should Marketing Agencies Care About AI Agents?
Your clients' customers are changing. When a procurement manager sends an AI agent to shortlist SaaS vendors, that agent does not see your client's hero banner, testimonial carousel, or thought leadership blog. It looks for structured capability manifests, machine-readable pricing, and tool-call endpoints.
Greg Isenberg calls this the bifurcated internet — two parallel layers emerging side by side. The human internet still needs SEO, paid media, and content marketing. But the agent internet needs an entirely different set of optimisations. Agencies that serve only the human layer will watch a growing share of traffic — and transactions — flow through the agent layer untouched.
This is your opportunity. AEO (Agent Experience Optimisation) is the agent-era successor to SEO, and it is a greenfield service category. Almost no agency offers it yet.
What AEO Services Can an Agency Offer?
The framework maps directly onto a service menu:
1. Agent Readiness Audit: Walk clients through the Agent Buying Journey — Finding, Evaluating, Trust-checking, Transacting, Using, Recommending — and flag every stage where agents would fail. This is your discovery engagement, similar to an SEO site audit.
2. Capability Manifest Development: Build structured, machine-readable capability pages at the client's `/agents` entry point. This replaces the landing page for agent visitors and declares what actions an agent can take with the client's product.
3. Structured Data and Schema Implementation: Convert client pricing, policies, feature comparisons, and compliance docs into machine-readable formats that agents can parse and compare. This is the tactical AEO equivalent of on-page SEO.
4. Agent Analytics Setup: Implement tracking for agent-specific behaviour — which agents visited, what they queried, where they failed, what converted. This gives clients visibility into a traffic channel they currently cannot see.
5. Agent-to-Agent Recommendation Optimisation: Ensure client products generate structured receipts and reliable experiences that lead to positive agent-to-agent referrals. This is the agent equivalent of reputation management and review optimisation.
6. MCP Server and Tool-Call Strategy: Advise clients on which product actions to expose as agent-invocable tools, how to structure permissions, and how to implement sandbox environments for agent testing.
How Do I Pitch AEO to Existing Clients?
Frame it with the parallel every marketer understands: AEO is to the 2020s what SEO was to the 2000s. Early SEO adopters dominated organic search for a decade. Early AEO adopters will dominate agent-driven discovery and procurement.
Use the framework's substitution table as your pitch deck:
| Human-Era Default | Agent-Era Equivalent |
|---|---|
| SEO | AEO |
| Landing pages | Capability manifests |
| Forms | Tool-call endpoints |
| Support docs | Executable support |
| Sales calls | Agent procurement |
| Web analytics | Agent analytics |
Then ask the killer question: "If a buyer's agent searched for your category today, would it find you?" For 99% of businesses, the answer is no. That gap is your engagement.
What Does AEO Look Like As a Recurring Service?
Like SEO, AEO is not a one-time project. Agent algorithms evolve, new agent platforms emerge, and competitors will eventually build their own agent-readable infrastructure. Recurring AEO services include:
- Monthly agent analytics reporting and optimisation
- Capability manifest updates as products evolve
- Competitive monitoring of agent-discoverable competitors
- New structured data implementation for product launches
- Agent-to-agent recommendation tracking and improvement
- MCP server maintenance and expansion
Position your agency as the bridge between the human internet and the agent internet. Clients need both layers served. You can deliver both.
Next step: Run the Agent Buying Journey audit on your three largest clients. Document the gaps, build a pitch deck using the substitution table, and present AEO as your agency's next service line.
// FREQUENTLY ASKED QUESTIONS
Will AEO replace SEO as an agency service?
AEO will not replace SEO — it will run alongside it. The internet is bifurcating into human and agent layers, and both need optimisation. However, as agent traffic grows, AEO budgets will increase proportionally. Agencies that offer both services will capture more client spend than those offering SEO alone. Think of AEO as an additive revenue stream, not a replacement.
How do I train my team on AEO?
Start with the Agent Buying Journey framework — have your team audit existing client websites through the lens of an AI agent, not a human. Key skills include structured data implementation (JSON-LD, schemas), API documentation best practices, MCP server basics, and agent analytics instrumentation. The mindset shift matters more than specific tools: stop thinking about persuasion and start thinking about machine-readable capability declaration.
How do I price AEO services?
Price AEO audits similarly to comprehensive SEO audits — they require comparable analysis depth. Capability manifest development and structured data implementation can be project-based. Agent analytics and ongoing AEO optimisation should be retainer-based, like monthly SEO. Premium pricing is justified because the market is early and few agencies offer these services, giving you specialist positioning.