Risk management consultants, compliance advisors, cybersecurity and privacy consultants, and regulatory specialists. Typically boutique, typically partner-led, typically with nobody running marketing. We get these firms cited when their buyers ask an AI who to work with, using the same technical discipline we apply everywhere but pointed at the questions this market actually asks.
Not your firm name. Questions, asked before anyone has decided a consultancy is needed at all. These are the queries that used to bring someone to your website and now get resolved in the interface.
Compliance buyers research before they ever speak to anyone, and almost every question they start with is informational. Those are precisely the questions AI now answers in full, without a click. The firm that wrote the definitive explanation of DORA still holds its rankings and still gets no traffic from them, because the answer is delivered in the interface and three other firms are named inside it.
When AI was asked to recommend firms in their practice area, only 27% of the 56 firms studied appeared at all.
Visibility 360, 2026, across 14 US markets
The same four-part discipline we apply on every AI visibility engagement, pointed at the questions your market asks.
Before anything can cite you, it has to be able to read you. Most AI crawlers do not execute JavaScript.
AI cites sources it can identify with confidence. Ambiguity about who you are is a reason not to name you.
Retrieval pulls passages, not pages. A section that only makes sense in context cannot be quoted.
Citation presence is measurable. We start with the two official reports, which cost nothing.
A risk management consultancy went from 2.4 website leads a month to 4.3, with 83% more conversions in 3 months of organic website optimization and no paid ads.
This engagement was SEO and conversion optimization.
Nobody can promise you a citation. Google states that indexing and serving are never guaranteed, and OpenAI promises eligibility rather than inclusion. What we can describe is the shape of a normal engagement.
Baseline and access. We establish where you currently appear across five AI surfaces against three named competitors, then fix anything blocking the crawlers from reading you.
Entity and structure. Schema implemented, identity signals made consistent, and your highest-value explainers restructured so a retrieval system can lift a clean answer from them.
Citation movement. This is where presence typically starts shifting, because content has to be crawled, indexed and then selected. Perplexity tends to move first, ChatGPT slowest.
Maintenance. Citation presence decays without upkeep, so freshness runs on a schedule rather than when someone remembers.
By being the clearest available source on the questions their buyers ask before they buy. Compliance research is almost entirely informational: what a framework requires, whether it applies, what it costs. Firms that answer those questions in extractable form, with structured data confirming who they are, are the ones an answer engine can name.
Usually one of three reasons. The crawlers that feed it cannot access or parse your site. Your firm is not identifiable as a specific organisation, so there is nothing confident to cite. Or your content answers questions in a way that only makes sense in context, and retrieval cannot lift a clean passage from it.
The buying process is research-heavy and starts with questions rather than vendor names, which is exactly where AI has absorbed the click. Research by Visibility 360 in 2026 found that only 27% of the 56 firms it studied appeared at all when AI was asked to recommend firms in their practice area. Most firms in this space are simply absent.
We will test your firm against three named competitors across five AI surfaces, and tell you why the answers look the way they do.