AI search platform · AEO & GEO · Marketing Teams Agentization
Our AI agents find the buyer questions where a competitor gets named instead of you. Then they research, write and publish the content that wins them back. Your marketer approves every piece. Every approval teaches the agents your brand. No agency retainer, no new hire: 10× the article output of a typical 6-person freelance team.
Cited across
Why now · the shortlist moved into AI answers
A buyer used to Google, open ten tabs and compare. Now they ask ChatGPT, Perplexity, Gemini or Google's AI Overviews and get a few names back. If a competitor is named and you are not, you lose the deal before you know it existed. And the answers keep moving: AI engines favour fresh sources, so content that worked last year has to be refreshed to keep its place.
The old playbook
SEO takes months to move and earns a blue link, not a recommendation. Paid search costs more every quarter for fewer leads. Neither one puts you inside the AI answer.
The agency
Keeping a whole content library fresh by hand takes writers, editors and SEO specialists. For a mid-market company that retainer often costs more than the channel returns, and the work still arrives a few articles a month.
The tracking tools
Monitoring tools tell you where AI names a competitor and charge for the chart. The research, writing and publishing are still yours to do.
The answer · software that does the agency's work
We ran a full-service marketing agency from 2019. Then our clients' buyers moved to AI assistants. Writing everything by hand became too slow and too costly. So we rebuilt the agency as a platform. The agents do the work. Your marketer stays in charge.
What you stop paying for: an agency retainer for a few articles a month, or a dashboard that only tells you the problem. Our team helps you set the strategy; the platform does the production, and every result arrives with its sources and status, ready for review.
Compare · agency, tracking tool, platform
| What you need | Marketing agency | AI visibility tracking tool | Humanswith.ai |
|---|---|---|---|
| Shows where AI names a competitor instead of you | Sometimes, in a monthly report | Yes, on a dashboard | Yes, by asking AI engines your buyers' questions |
| Writes and publishes the content that closes the gap | Yes, a few articles a month | No, your team does the work | Yes, agents research, write and publish |
| Keeps published content fresh as answers shift | Extra scope, extra fee | No | Yes, part of the same loop |
| Learns your brand over time | Lives with the account team and leaves with it | No | Every approval trains your brand memory |
| Who signs off on each piece | The agency, then you | Nothing to sign off | Your marketer, before anything goes live |
| How you pay | Monthly retainer for a team | Subscription for the data | Software subscription, from $149/mo |
Applied to AI search · AEO · GEO
Getting cited inside an AI answer is a different job from ranking on Google. The engine returns a few names, not ten links, and it decides from the sources it trusts. That is the job the platform is built for.
Becoming one of the few names ChatGPT, Perplexity, and Google AI Overviews return when a buyer asks what to choose.
Building and structuring the reviews, mentions, and trusted publications models draw on to recommend a brand. SEO earns a blue link; GEO earns the recommendation.
Inside the platform · eighteen agents, one marketer
A monitoring tool tells you the problem; an agency fixes it a few articles at a time. The agents run the whole loop. They measure where AI names you, produce the evidence AI cites, publish it, make the site citable and design the visuals. The gap and the fix live on one screen.
Agent 01 · measures · owns visibility analysis
Comparable AI-visibility observations and governed opportunities.
Hermes preserves comparable observations and keeps mentions distinct from citations. AI Visibility Intelligence normalizes the evidence, ranks opportunities, and prepares the next governed handoff.
Open Hermes Visibility →Agent 02 · produces · owns content production and quality gates
governed content packets with visible evidence.
ContentOS carries the prompt map, source boundary, draft, metadata, schema, checks, repair history, and human approval state together. Publishing authority stays in a separate product layer.
Open ContentOS →Agent 03 · publishes · owns canonical publishing and distribution
canonical-first publishing and bounded distribution.
Content Publisher preflights the destination, runs guarded publication, proves the live route, and keeps every approved channel adaptation connected by a visible source link.
Open Content Publisher →Agent 04 · optimizes · owns technical website readiness and verification
project-bound website changes with live proof.
The workflow can repair discovery, metadata, schema, links, layout, and performance within an approved scope. Passing CI remains human-review-required, and technical proof does not become a claim of causal attribution.
Open Website Agentic Optimization →Agent 05 · designs · owns repeatable visual asset delivery
placement-specific visual assets with pixel proof.
Visual Asset Studio renders against an exact placement and verifies the final pixels before handoff. It does not invent a brand system or campaign concept when the brief is incomplete.
Open Visual Asset Studio →13 more workspace agents run evidence gathering, client packaging, the control plane, and ops adapters. See the full platform →
Proof · we run it on ourselves first
Every client who has paid us since July 2026 found us by asking AI. Eight cases on /cases — four growth proofs and four baseline audits. Three of the growth proofs below ran in deliberately different categories: our own brand globally, B2B SaaS in North America, and auto retail in Russia.
Case 01 · dogfood · 3 months
1,000+ citations · 15.4 percent AI mention share · five to ten times ahead of every competitor in the category at the end of month three.
Case 02 · B2B SaaS · 8 weeks
0.9% to 21.5% in 8 weeks, second only to Monday.com · 23× ChatGPT visibility. 100 mapped queries, Decision-stage focus, 8 published pieces.
Case 03 · auto retail · 6 weeks
9,042 reads across 9 articles · format-driven content (calculations, comparisons, "should I buy?" guides) outperformed volume.
Four additional cases (Whitewill Dubai real estate, Gorbilet tourism, Nonton retail, LS ELECTRIC manufacturing).
Pricing · from $149/mo
Plans differ in two things only. How many AI engines we scan, and how many articles the platform produces. Starter covers 100 prompts in ChatGPT and one article a month. The top plan covers 2,000 prompts in six engines and a hundred articles. Human support is on every plan. Quality is checked at every step.
Questions buyers ask
No. The platform does the work an agency team would do. It finds the buyer questions where AI names a competitor instead of you. Then it researches, writes, publishes and measures the content that closes the gap. Our team helps you set the strategy, and your marketer approves every piece. Most clients move budget from a content or SEO retainer rather than adding a new line.
Buyers now ask ChatGPT, Perplexity, Gemini and Claude before they Google, and those engines return a few names, not ten links. Being one of those names is a separate, measurable job from ranking on Google. AI answers also shift every few weeks, so content has to keep being refreshed — the kind of steady, repeatable work AI agents do well.
SEO optimises your website to rank on Google. GEO builds the third-party evidence — reviews, mentions, and trusted publications — that AI systems cite when they recommend a brand. In 2026 your buyers ask AI engines first; SEO alone leaves you out of that answer.
Tracking tools measure where AI names you and stop there; the research and writing are still yours to do. We measure too, then the agents write and publish the content that closes the gap and track whether it worked. The gap and the fix live on the same screen.
Nine: ChatGPT, Perplexity, Gemini, Claude, Grok, DeepSeek, Kimi, Google AI Overviews, and Microsoft Copilot. The Hermes Visibility agent scans each one weekly.
No — we replace the agency, not your marketer. Your marketer directs the agents and approves their work. The platform runs eighteen agents; five agents cover analyst, copywriter, content manager, SEO and designer work every week. 10× article throughput: 100–120/mo with one marketer + 18 AI agents vs 10–12/mo from a 6-person freelance team.
English and Russian pipelines today, Arabic next. We have shipped the loop in B2B SaaS, auto retail, premium real estate, legal services, tourism, retail, and industrial manufacturing — eight case studies on /cases. The strategy call shows the closeable gap in your category before you sign.
Our thesis · why we built this
The future of work is workflow agentization: people own the judgment and the agents do the routine, inside a workspace that makes the work reviewable. Marketing is one of the first domains where that becomes real — and AI search is the first job worth pointing the agents at. Our founder wrote the full argument.
Founders · San Francisco + Dubai
Gregory Shevchenko founded the agency in 2019. Thirteen years in full-service digital marketing — scaled multiple clients from $1M to $5–10M ARR. Codes Workspace Core and Agents himself.
Ekaterina Lebedeva joined when she saw the company rebuilding a full-service marketing agency as software. Fifteen years in management consulting across Tech and Telco. Brought the commercial discipline that lets the platform scale.
Ready to be the brand AI recommends?
An engineer from our AI search team runs your brand through Hermes before the call. You see exactly where each engine names you today. We tell you which tier fits — and honestly which would not make a measurable difference for your category.