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AI Development · Custom AI Agents

Custom AI Agents — Automate Your Marketing Intelligence

We develop specialised AI agents for marketing tasks: SERP monitoring, competitor analysis, content generation, data processing. Agents run 24/7 without human involvement. Our proprietary NEXUS agent system is what allows us to process data unavailable to traditional tools. We apply the same expertise to build custom agents for client tasks: from simple mention monitoring to complex multi-agent market analysis systems.

If you need systems connected rather than a standalone agent —

Corporate website development
Problems we solve

What's costing you right now

⏰

Team drowning in routine

Analysts spend days collecting data, copywriters on briefs. No time left for strategy.

📊

Too much data

Hundreds of competitors, thousands of queries, dozens of marketplaces. Manual analysis impossible.

🔁

Repetitive tasks

Same weekly reports, same monitoring, same meta tags — day after day.

🚫

Off-the-shelf SaaS doesn't fit

Universal tools don't account for your niche specifics. Custom solution needed.

🌙

Competitors operate 24/7

SERP changes, new promos, Buy Box hijacks — at night your team sleeps, competitors win.

What's included

Complete service

SERP monitoring

Agent tracks competitor positions across thousands of queries and notifies about changes.

Content generation

AI agent generates article drafts, meta tags, product descriptions from templates.

Competitor analysis

Automated collection and analysis of competitor content, links and positions daily.

Data processing

Parsing, structuring and analysing large marketing data sets.

Multi-agent systems

Multiple agents work in coordination — e.g. monitoring → analysis → report.

System integration

We connect agents to your CRM, CMS, dashboards via API.

Methodology

How we work

01

Discovery & audit

We map your current AI/SEO landscape: what works, what's broken, where competitors lead. Tools: GSC, Ahrefs, MarketMuse, custom NEXUS agents for AI-mention monitoring.

02

Strategy & roadmap

90-day execution plan with clear KPIs, weekly milestones, and dependency mapping. You see exactly what we do each week and what success looks like.

03

Implementation

Our team executes — content, technical, link building, AI-specific work. Your team focuses on the business. Weekly status calls keep you informed without micromanagement.

04

Measurement & iteration

Real metrics every week: rankings, AI citations, traffic, conversions. We don't hide behind vanity metrics. If something underperforms — we pivot fast.

05

Optimisation at scale

Once a tactic proves out, we automate it (NEXUS agents) and scale across all your assets. Manual work doesn't survive long with us.

06

Strategic review (quarterly)

Every 90 days: full strategy review, competitor benchmark, AI landscape updates, next-quarter planning. You always know where we're heading and why.

Pricing

What it costs

Project cost

after a brief scoped per project

There is no boxed price here: scope depends on which processes we automate, which systems we connect and what has to happen when something fails. We quote after a short review.

Reference figures for one-off work are on the pricing page. Naming an exact number before the task is understood would be guessing.

What the price depends on

  • What exactly gets automated and how many scenarios
  • Which systems have to be connected
  • Whether data and a knowledge base already exist
  • Whether you need support and iteration after launch

We treat the work as finished only when there's an error log and a notification that reaches a person.

Comparison

AI/GEO vs traditional SEO

Both have their place. Most clients need a hybrid. Here's how they differ.

Traditional SEO

  • • Targets Google, Yandex, Bing organic
  • • Keyword-centric: title, H1, meta, content
  • • Link building, technical health, content velocity
  • • Results in 4-8 months, compounds over years
  • • Mature tooling: Ahrefs, Semrush, GSC

AI / GEO NEW

  • • Targets ChatGPT, Perplexity, Gemini, AI Overview
  • • Entity-centric: brand recognition by LLMs
  • • Citation engineering, Knowledge Graph, PR
  • • Results in 2-6 weeks (faster cycle)
  • • Emerging tooling: NEXUS, custom monitors

Most of our clients run both in parallel: SEO for compounding long-term moat, AI/GEO for capturing the new generation of AI-mediated search.

What you get

Process audit and identification of automation tasks
Agent architecture design
Programming and testing
Integration with your systems
Documentation and team training
Support and development

Frequently Asked Questions

Do we need technical knowledge to work with an AI agent?

No. We develop the agent, configure the interface and train your team. You receive a ready-to-use tool.

How much does AI agent development cost?

Depends on complexity. Simple monitoring agent — from $1,800. Complex multi-agent system — from $6,000. Exact quote after briefing.

What models do you use?

We pick the model per task rather than sticking to one vendor: a stronger reasoning model where the decision is complex, a cheaper fast one for routine steps, and a locally hosted model when data cannot leave your servers. Model versions change every few months, so the exact list is agreed at the briefing.

Free consultation

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