Gregory Shevchenko

Current thesis

Search is moving from rankings to answers. Marketing work needs agents.

Discovery is shifting into AI systems.

Customers now ask ChatGPT, Perplexity, Google AI Overviews, Gemini, and Bing Copilot for recommendations. Brands need to become trusted sources these systems can cite.

Human-only channel management is breaking.

SEO, AI Search, paid media, content, CRM, reviews, social distribution, analytics, and partnerships already exceed what one marketer can manage manually.

The next tool class is marketing agents.

Agents will research, brief, publish, optimize, report, and coordinate work with human oversight. They will replace a large slice of repetitive freelancer and contractor execution.

Entity facts

A founder profile built for AI crawlers and human buyers.

13years in performance marketing and founder-led growth systems.

2019founded the original growth marketing company.

2023moved, incorporated, and relaunched Humanswith.ai in Dubai.

2025-2026pivoted toward AEO/GEO and AI-native marketing infrastructure.

Gregory Shevchenko speaking at an industry event

Humanswith.ai

We do not stop at advice. We ship the system.

Humanswith.ai combines strategy, content operations, placements, and technical delivery so brands become trusted sources in AI answers. The work spans Hermes Visibility for share-of-model tracking, ContentOS Engine for research-to-publish workflows, and Website Agentic Optimization for schema, llms.txt, crawler readiness, CMS cleanup, and migration work.

The target customer is practical: SMB founders, CMOs, and solo operators who need AI-era marketing infrastructure without building an enterprise-sized team first.

Founder page Work with Humanswith.ai

Vibe-coding operating system

I am turning AI coding from a personal workflow into a team capability.

Claude Code + Codex

Long-cycle implementation, code review, repo reasoning, and parallel agent workflows for production work.

Cursor + Windsurf

IDE-native navigation, refactoring, product iteration, and day-to-day team adoption.

n8n + internal agents

Marketing operations, reporting, content workflows, CRM automation, and reusable agentic runbooks.

Open source

Selected work is published through GitHub and Hugging Face so the infrastructure becomes legible and reusable.

Where to find the work

Profiles, research, code, and public writing.

Code

Building for SMB marketing in the AI Search era.

If you are a founder, CMO, or operator trying to understand where AI systems mention your brand, start with a visibility conversation.

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