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.
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.
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.
How we work
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.
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.
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.
Measurement & iteration
Real metrics every week: rankings, AI citations, traffic, conversions. We don't hide behind vanity metrics. If something underperforms — we pivot fast.
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.
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.
Pick the tier that matches your scale
Simple Agent
Single process automation
- 1 agent with specific task
- Basic architecture
- Integration with 1-2 systems
- Documentation and training
- Month of support
Multi-Agent
Connected processes
- 3-5 agents in coordination
- Custom architecture
- CRM/CMS/Notion integration
- Dashboards and alerts
- 3 months support + development
Enterprise AI
Digital transformation
- Full AI infrastructure for department
- 10+ agents in ecosystem
- On-premise deployment
- Custom analytics
- SLA + year of support
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
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?
GPT-4o, Claude Sonnet/Opus, Gemini, local Llama variants. Selection depends on task: complex reasoning → Claude, fast routine → GPT-4o-mini, on-premise privacy → local Llama.
Free consultation
Start with Custom AI Agents
We use cookies for analytics (Google Analytics, Yandex Metrika) and to improve your experience. You can accept or decline analytics cookies. Necessary cookies are always active. Privacy Policy.