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The platform
Meet Ferox Your LLM Readiness Engine
Ferox is the workflow platform inside Stereo Argento. It turns the questions that matter for AI search visibility, what models read, what they cite, and what they miss, into workflows you can run on your own content whenever you need them.
Two arenas, one umbrella
Stereo Argento does two distinct things. Knowing which one you need is usually the fastest way to a useful conversation.
Arena 01
Services
Consulting engagements led by a practitioner. Strategy, technical SEO, and AI search advisory, scoped to your situation and delivered as analysis and recommendations your team acts on.
- Scoped, time-boxed engagements
- Human analysis and prioritisation
- Findings your team owns and executes
Arena 02
Ferox
The platform. Subscription workflows that run on demand against your own URLs, so the analysis is repeatable and available the moment you need it rather than the next time someone has capacity.
- Ready to use out of the box
- Run it as often as the work requires
- Structured output, exportable and scriptable
Subscribe, or have it built for you
The same workflows, delivered at the scale your organisation actually needs.
Platform subscription
Every Ferox workflow, ready to run out of the box. No integration work, nothing to deploy. Sign in and point a workflow at a URL.
- Best for
- In-house SEO, content, and product teams who need answers on their own cadence.
- Setup
- None. Workflows run against any public URL from day one.
- Output
- Scored reports with prioritized actions, exportable as JSON, CSV, or PDF.
Custom & enterprise builds
Bespoke implementations built on the same foundations, adapted to how your organisation works. Hosted on our infrastructure or deployed into yours, integrated with the systems you already run.
- Best for
- Teams with their own data, scale requirements, or internal tooling to integrate with.
- Hosting
- Our domain, or your infrastructure and your domain. Your call.
- Integration
- Wired into existing pipelines, warehouses, and internal dashboards rather than bolted alongside them.
From URL to prioritized action
Point it at a page
Give a workflow a URL, a domain, or a set of competitor pages. Nothing to install.
It reads what models read
Crawlers, renderers, and live model calls gather what AI systems actually see and cite.
Scored, not just reported
Findings come back scored by dimension, so the biggest gap is obvious rather than buried.
Act, then re-run
Ship the fixes, run it again, and watch the score move. The loop is the point.
Start here
See what the models see.
Three workflows are live and free to run. No account required.