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Rivac Labs
Answer & Generative Engine Optimization (AEO/GEO)

Agentic Search Optimizer

AI browsing agents don't just read pages anymore — they try to complete tasks on them: check a price, book a slot, submit a form — and a site built only for human eyes often can't be operated by an agent at all. This service optimizes a site for agentic use through WebMCP and related protocols, structuring key actions so AI agents can reliably parse, navigate, and complete tasks on the client's behalf. It's for brands whose customers increasingly delegate research and transactions to AI assistants, and who don't want to be invisible or unusable the moment that happens. The result is a site AI agents can actually act on, not just read about.

How We’d Approach This

A clear, staged plan — not a black box

  1. 1

    Test the site's key user journeys — search, compare, checkout, booking — with real AI agents to find exactly where they fail or get stuck.

  2. 2

    Implement WebMCP or equivalent agentic-interaction support for one high-value task and re-test with the same agents.

  3. 3

    Confirm the task now completes reliably and review the fix with you before extending it further.

  4. 4

    Roll agentic-task support out across remaining key journeys and monitor agent-completion success as browsing agents evolve.

What You Get

Deliverables from this engagement

  • A WebMCP or agentic-interaction implementation for key site actions
  • An agent-task-completion test report showing before/after results
  • Documentation of supported agentic actions for your dev team
  • Ongoing monitoring as agent protocols and behavior evolve

Six Ways We Could Architect This

Different engagement, different build — pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start — scoped small enough to prove itself before you commit to anything bigger.

Talk to us about Agentic Search Optimizer

Most engagements like this start as a $500–$2,500 pilot — see full pricing.

Questions? Book a free call