Stay found as AI search shifts.
Buyers ask AI engines before they search. We keep your business cited in those answers as the engines, and your market, keep changing.
SFM.biz provides managed AI visibility: ongoing citation engineering that keeps your business found and cited by answer engines like ChatGPT, Perplexity, and Google's AI results. It's not a one-time audit, it's continuous upkeep of the content, structure, and signals those engines rely on.
The problem, and how we handle it.
The problem
AI visibility isn't a set-and-forget project. Answer engines change how they rank and cite, competitors adapt, and your own content ages. A footprint that's cited today can quietly disappear from answers in a quarter.
How we handle it
We manage your AI visibility continuously: monitoring where you're cited, engineering the content and structure that gets you cited, and adapting as the engines and your market move. Steady presence in AI answers, not a single spike.
What the engagement includes.
- Citation monitoring across the major answer engines
- Ongoing citation engineering of content, schema, and signals
- Competitive tracking as your market adapts
- Content and structure upkeep so nothing ages out
- Visibility reporting on where you're cited over time
The discipline we build with is the discipline we manage with.
“This is an exceptionally disciplined, enterprise-grade build.”
Asked to evaluate our own platform, Google's Gemini called SFM.ai “a masterclass in modern site architecture” — “a fast, accessible, and heavily semantic” system, and a “masterfully constructed digital footprint.” We hold what we manage to the same standard.
Let's keep your AI working.
A short conversation about what you're running, where it's drifting, and what it would take to have someone steady on the wheel.
Don't gamble on the flash. Rely on the experience.
FAQ
What is citation engineering?
The work of getting a business cited as a source when people ask AI answer engines, by engineering the content, structure, and source signals those engines rely on.
Why does it need to be ongoing?
Answer engines change constantly and competitors adapt. A footprint that's cited today can fade from answers within a quarter without upkeep.
Which engines do you track?
The major answer engines buyers use, including ChatGPT, Perplexity, and Google's AI results, with reporting on where you're cited over time.
Can you show it works?
Yes, our own network is the proof run. See the independent AI assessment on our Proof page.