Hermes is the software product Humanswith.ai built for itself. We use it to monitor brand mentions across AI search environments, find citation gaps, and spot which content patterns are actually getting picked up by answer engines.
This page is not a generic SaaS pitch. Hermes exists because conventional SEO dashboards were not built to answer the questions we kept facing in client work:
- where does the brand appear in AI answers right now
- which queries trigger citations and which ones do not
- which sources are repeatedly trusted by ChatGPT, Perplexity, Gemini, and Google AI Overviews
- what content or placement gap is keeping the brand out of those answers
Hermes was built to make those questions operational instead of anecdotal.
What Hermes Does
Hermes helps Humanswith.ai and selected clients understand AI visibility in a way that standard rank-tracking tools do not.
At a practical level, it is built to do three things:
- Track AI mentions
- Identify citation gaps
- Suggest the next content or authority fix
That means the product is less about vanity monitoring and more about decision support.
Why We Built It
Traditional SEO tooling is good at rankings, technical audits, backlinks, and crawl diagnostics. It is much weaker at answering a newer commercial question:
Is the brand actually showing up inside AI-generated recommendations?
That gap matters because AI search behavior is different from classic search behavior.
- the output is synthesized, not only ranked
- one answer can collapse what used to be ten clicks
- the winner is often the source AI feels safest citing, not only the page with the best rank
We built Hermes because we needed a tool that could follow that shift closely enough to guide real client decisions.
What Hermes Tracks
Hermes is designed around the signals that matter most when a brand wants to become more visible in AI answers.
| Capability | What it helps answer |
|---|---|
| AI mention tracking | Where does the brand appear today, and on which query types? |
| Citation-gap analysis | Which competitors or publishers are repeatedly cited instead of the brand? |
| Query-cluster visibility | Which commercial topics already produce mentions, and which ones remain blank? |
| Content diagnostics | What kind of page, article, or format is more likely to get cited? |
| Share-of-AI-voice reading | Is the brand becoming easier for answer engines to recommend over time? |
That is the core product logic: visibility is not one number. It is a pattern across queries, sources, and answer environments.
The AI Platforms Hermes Watches
Hermes is built for the environments that matter in the current visibility stack:
- ChatGPT
- Perplexity
- Gemini
- Google AI Overviews
In our internal research work, the broader operating set spans 78 articles and 7 AI platforms. Hermes was shaped by that research layer, which is why it focuses on citation behavior rather than legacy SEO abstractions alone.
How Hermes Is Different From a Regular SEO Dashboard
The easiest way to understand Hermes is by contrast.
Most SEO tools help answer:
- what rank did the page get
- how many backlinks were acquired
- how healthy is the technical SEO layer
Hermes is meant to answer a different set:
- when a buyer asks an AI system for recommendations, is the brand present
- what sources are influencing the answer
- what evidence does the brand still lack
- what is the next move: more content, better structure, or stronger third-party authority
That is why Hermes fits next to our services instead of replacing them. It tells us where the next lever is.
Product-Led, But Not a Generic Self-Serve Claim
Hermes has a product mindset, but we are intentionally careful about how we present access.
This is the tool we built for ourselves. We use it inside client engagements to make visibility work measurable and repeatable. Access is currently private and available on request, not marketed as an open mass-market app with a public pricing table.
That choice is deliberate. We would rather show the product honestly than invent a polished SaaS promise that the operating model does not support yet.
Where Hermes Fits in the Humanswith.ai Stack
Hermes is one layer in a larger system, not the whole system.
| Layer | What it does |
|---|---|
| Analytics + strategy | identifies the prompt landscape and visibility baseline |
| ContentOS by Humanswith.ai | helps produce citation-ready content at speed |
| Outreach + placements | strengthens third-party trust and source coverage |
| Hermes | measures mentions, gaps, and share-of-AI-voice patterns |
That is why Hermes is useful. It helps us decide what to fix next instead of guessing whether the visibility program is working.
What Teams Usually Use Hermes For
The strongest use cases are not abstract.
1. Tracking mention growth
A team wants to know whether the brand is appearing more often in AI answers after new content and placements go live.
2. Finding missing sources
A brand is present in category conversations but keeps losing to better-supported competitors. Hermes helps show where the source deficit is.
3. Prioritizing content fixes
Instead of publishing randomly, the team can focus on the query clusters where one strong page or one high-trust placement could unlock more visibility.
4. Making AI visibility part of reporting
Hermes helps turn “we think the brand is showing up more” into a measurable operating conversation.
Who Hermes Is For
Hermes is most useful for:
- brands already investing in AI visibility and wanting better measurement
- teams running content and outreach at the same time
- operators who need to understand which query clusters are commercially worth pushing next
- companies that want more than a ranking dashboard
It is less useful for teams that only want a generic SEO score or a backlink counter. That is not the problem Hermes was built to solve.
FAQ
What exactly does Hermes track?
Hermes tracks AI mentions, citation patterns, visibility gaps, and query-cluster performance across major answer engines. It is designed to show where the brand appears, where it loses, and which next fix is likely to matter most.
Is Hermes a public self-serve product?
Not in the broad open-market sense. Hermes is the software Humanswith.ai built for itself and uses in client work. Access is private and handled on request.
How is Hermes different from SEO tools?
SEO tools mainly measure rankings, backlinks, and crawl health. Hermes focuses on whether the brand is actually being cited or recommended inside AI-generated answers and what is driving that outcome.
Which AI platforms does Hermes monitor?
The core focus is ChatGPT, Perplexity, Gemini, and Google AI Overviews, with the broader research workflow spanning additional AI environments that influence our operating model.
Does Hermes replace strategy, content, or outreach?
No. Hermes helps prioritize and measure those layers. It is most valuable when used alongside strategy, content production, and third-party authority building.
Request a Demo on the Same Call We Use for Client Strategy
Hermes is the tool we built because we needed better visibility measurement ourselves. If you want to understand how we use it to diagnose citation gaps and make AI visibility work more measurable, the best next step is a conversation rather than a generic sign-up form.
Book a strategy call and ask for a Hermes walkthrough on request.