Agents, copilots & LLMs

AI Development built around your business.

We build production AI — agents, copilots, retrieval systems and custom GPT integrations — engineered for accuracy, cost and latency.

Specialist team
AI Development
Live growth
Senior team
Strategy + execution
Marketer Zilla

In short

AI development services cover the design and engineering of LLM-powered products: AI agents, copilots, retrieval-augmented (RAG) systems, custom GPT integrations and AI workflow automations.

The problem

Why this matters now

Most 'AI features' shipped today are weekend prototypes wrapped in a UI. They hallucinate, leak data, cost too much per call and break in production. AI in real products needs evaluation pipelines, guardrails, observability and proper engineering.

Our approach

How Marketer Zilla delivers

We start with eval datasets — what does 'good' look like for your use case — then ship an MVP with proper observability (LangSmith, Helicone), guardrails (output validation, PII redaction) and cost controls.

AI Development — AI Visibility

AI Visibility

AI Development

AI Development — Answer Engine

Answer Engine

AI Development

AI Development — Entity Strategy

Entity Strategy

AI Development

AI Development — AI Tracking

AI Tracking

AI Development

AI Development — Citation Reporting

Citation Reporting

AI Development

AI Development — Prompt Optimization

Prompt Optimization

AI Development

What's included

Everything we ship as part of ai development.

Use-case discovery and eval dataset definition
RAG systems with pgvector, Pinecone, Weaviate or Chroma
Agents with tool-use, memory and human-in-the-loop checkpoints
Multi-provider routing (OpenAI, Anthropic, Google, Mistral, open-weight)
Observability: LangSmith, Helicone, Phoenix
Guardrails: output validation, PII redaction, prompt-injection defense
Cost & latency optimization (caching, batching, model routing)
Production deployment on Vercel, Cloudflare Workers or AWS
Ongoing model evaluation as new models release

Why Marketer Zilla

A senior team built to win modern search and modern paid.

Built for Google & AI search

Every page and campaign is engineered for traditional SEO, AI Overviews, ChatGPT, Perplexity and answer engines.

Senior team, no juniors hidden

Strategists and specialists with 8+ years of agency experience own your account from day one.

Tracking-first execution

GA4, GTM, server-side events and CRM integrations set up properly so every decision is measurable.

Global market expertise

Active campaigns across the USA, UK, Australia, Canada, Europe, Dubai and Saudi Arabia.

Transparent monthly retainers

No surprise fees, no long lock-ins, no inflated reports — just real performance and clear pricing.

Connected growth system

SEO, paid, content, dev and analytics work as one engine — not five disconnected vendors.

The process

From first audit to ongoing growth.

A clear, repeatable system — so you always know what's happening and what's next.

01

Audit

Deep dive into your site, ads, content, analytics, competitors and AI visibility.

02

Strategy

A custom roadmap mapped to your goals, market, ICP and growth model.

03

Build

We ship — pages, campaigns, content, schema, tracking and creative.

04

Launch

Coordinated go-live across SEO, paid, content and development.

05

Optimize

Continuous experimentation across creative, copy, bidding and structure.

06

Scale

Double down on what wins; expand to new keywords, markets and channels.

Tools and platforms we ship with

OpenAIAnthropic ClaudeGoogle GeminiLangChainLlamaIndexVercel AI SDKPineconepgvectorLangSmith
Transparent pricing

Custom plans, custom pricing.

Pricing depends on your goals, market, competition, timeline and service requirements. Request a custom quote and our team will recommend the best strategy for your business.

Get a Custom Quote
FAQs

Questions we hear a lot.

Don't see your question? Reach out and we'll answer within one working hour.

Both. Sometimes a wrapper around a strong system prompt is the right answer; sometimes a multi-step agent with tool use is needed. We pick the simplest thing that works.
Model routing (small model first, escalate only when needed), aggressive caching, prompt compression, and explicit budget alerts on every project.
Eval datasets, output validation, citations from retrieval, and human-in-the-loop checkpoints where stakes are high.
Yes. Llama, Mistral and Qwen for cost-sensitive workloads or where data residency requires self-hosting.
Let's talk

Ship production AI, not weekend prototypes.

Tell us about your business and we'll come back with a custom plan within one working day.

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Custom audit + strategy roadmap
No long-term lock-ins
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