This is a Knowledge Index.
A Knowledge Index organises an expert firm’s authority around the buyer questions it can credibly answer. Each question represents demand for some part of that expertise. The Index gives approved knowledge a public form, makes AI position visible at question level and preserves what clients pay to access. This one is ours: Delphic’s knowledge, question by question, with a clear line between what we share here and what you can learn by speaking with us.
New to Delphic? Read the full story first →
BEST PLACE TO START
THE MAP . 34 ANSWERS
FULLY DISCLOSED ANSWERCORE HELD
TRAIL 1 OF 4 · 6 STOPS
Why AI position matters
See how AI changes discovery, why position varies by buyer question and what it means to own the questions that matter.
- 01How is AI changing how buyers discover and evaluate expert firms?
- 02Why does AI treat the same firm differently from one question to the next?
- 03What does it mean for an expert firm to own a question market?
- 04What does it mean when AI mentions, cites or recommends a firm?
- 05Why can't one score show how AI treats a firm?
- 06Why can't one AI answer establish a firm's position?
TRAIL 2 OF 4 · 6 STOPS
How the Knowledge Index works
Understand the client-owned asset, its question-level structure and how it creates public evidence without opening paid expertise.
- 01What is a Knowledge Index, and why would an expert firm need one?
- 02When do different buyer questions belong to the same market?
- 03What should an expert firm publish for one important buyer question?
- 04How can a paywalled expert firm provide evidence to AI without opening its paid product?
- 05How much should an expert firm publish for AI without giving away what it sells?
- 06Which buyer questions can a firm answer from its private expertise without giving it away?
TRAIL 3 OF 4 · 6 STOPS
How Delphic wins and holds
Follow how Delphic turns measured position into justified action and keeps valuable question markets under management.
- 01How is Delphic different from AEO, GEO and AI-visibility tools?
- 02What does Delphic actually do, end to end?
- 03Can a firm realistically improve a weak position in AI answers?
- 04Is a rival's stronger position in AI answers worth challenging?
- 05What should a firm change when AI overlooks its expertise on an important question?
- 06Is improving how AI represents a firm a one-time project?
TRAIL 4 OF 4 · 6 STOPS
How proof becomes growth
See how a buyer can test the service, structure an engagement and use the managed Index to identify where authority may expand next.
- 01Can a firm test Delphic before making a larger commitment?
- 02What does an initial Delphic engagement require from the client?
- 03Where should an expert firm expand its authority next?
- 04Do enough buyers ask this question to make it worth pursuing?
- 05Which new buyer questions could an expert firm credibly own?
- 06What makes an expert answer valuable when AI can generate one?
How AI discovery works
How is AI changing how buyers discover and evaluate expert firms?
AI can help form the shortlist and frame the market before a buyer reaches an expert firm's website.
READ →What does it mean when AI mentions, cites or recommends a firm?
A mention, a citation and a recommendation give a firm different roles; a name or link alone does not establish authority.
READ →Why does AI treat the same firm differently from one question to the next?
Reputation may travel, but AI can give the same firm a different position on each important buyer question.
READ →How can a paywalled expert firm provide evidence to AI without opening its paid product?
The paid product can remain protected while separate public proof makes the firm's relevant authority easier to find and credit.
READ →Why might AI fail to cite an expert firm's work?
An absent citation is a symptom, not a diagnosis; changing the wrong thing can waste effort and expose knowledge unnecessarily.
READ →How much should an expert firm publish for AI without giving away what it sells?
The goal is useful public proof, not maximum exposure, with the client controlling what remains protected for each question.
READ →Can a firm realistically improve a weak position in AI answers?
A visible weakness and a realistically attainable, commercially useful opportunity are not the same thing.
READ →What can a firm actually change about how AI represents its expertise?
A firm cannot edit an AI system on demand, but it can improve legitimate current evidence where a useful change is possible.
READ →Why can't one score show how AI treats a firm?
One visibility score can hide commercially opposite positions, so Discovery, Authority, Brand evaluation and Competitive standing stay separate.
READ →Why can't one AI answer establish a firm's position?
One answer shows what happened once; repeated comparable evidence shows whether the position is stable enough to use.
READ →What does it mean for an expert firm to own a question market?
Owning a question market means becoming a credible, durable source for an important buyer need, not excluding every other source.
READ →The building blocks
When do different buyer questions belong to the same market?
Different phrasings belong together when they express the same buyer need; similar words can still conceal different decisions.
READ →What should an expert firm publish for one important buyer question?
One important buyer question deserves a deliberate, attributable public source rather than another generic article.
READ →What is a Knowledge Index, and why would an expert firm need one?
A Knowledge Index is a client-owned asset organised around the important questions the firm's expertise can answer.
READ →What makes an expert firm's public evidence usable in AI answers?
Strong expertise can remain difficult to credit when its relevant public claim, source or time frame is unclear.
READ →Working with Delphic
Who is Delphic for?
Delphic is designed for firms and institutions whose commercial or public value depends on knowledge being found, understood, credited or recommended.
READ →What should an expert firm keep in-house, and where can an independent specialist help?
The firm retains expertise, priorities and approval; an independent specialist adds outside evidence, execution and continuing responsibility.
READ →How is Delphic different from AEO, GEO and AI-visibility tools?
Delphic starts with the knowledge the firm sells and builds a managed, client-owned authority asset rather than stopping at visibility or page optimisation.
READ →Is improving how AI represents a firm a one-time project?
Publishing is an event; managing an important position is a continuing responsibility, even when the right action is to do nothing.
READ →What does Delphic actually do, end to end?
Delphic maps, builds, analyses, grows and manages a client-owned Knowledge Index through one accountable service.
READ →Can a firm test Delphic before making a larger commitment?
A bounded proof tests Delphic on three live question families before the client decides whether a larger engagement is warranted.
READ →How do I know whether my firm is being credited by AI?
A trustworthy baseline uses repeated buyer questions, preserves the underlying answers and makes uncertainty visible.
READ →Is a rival's stronger position in AI answers worth challenging?
A rival citation does not show whether the position matters commercially or can be challenged credibly.
HELD · AVAILABLE IN ENGAGEMENT
READ →Which buyer questions can a firm answer from its private expertise without giving it away?
A private map can reveal the commercial reach of the firm's knowledge before anything is selected for publication.
HELD · AVAILABLE IN ENGAGEMENT
READ →What does an initial Delphic engagement require from the client?
The client supplies domain truth and approvals; Delphic runs the work and returns a useful result before further commitment.
READ →Should a firm act on a weak position in AI answers?
A weak result is not an instruction to publish or rewrite; sometimes restraint is the commercially intelligent decision.
HELD · AVAILABLE IN ENGAGEMENT
READ →Where should an expert firm expand its authority next?
A managed Knowledge Index can reveal where stronger authority, new research or a new market may deserve investment.
HELD · AVAILABLE IN ENGAGEMENT
READ →Do enough buyers ask this question to make it worth pursuing?
Broad interest does not reveal demand for the precise buyer question a firm is equipped to answer.
HELD · AVAILABLE IN ENGAGEMENT
READ →Which new buyer questions could an expert firm credibly own?
New buyer needs can become credible markets, but not every publishable topic deserves investment.
HELD · AVAILABLE IN ENGAGEMENT
READ →What should a firm change when AI overlooks its expertise on an important question?
A measured weakness does not prescribe its remedy; Delphic supplies and carries through a justified next move.
HELD · AVAILABLE IN ENGAGEMENT
READ →Which parts of an expert firm's knowledge could shape an important buyer answer?
A Golden Nugget is a valuable piece of knowledge that could materially shape an answer buyers care about.
HELD · AVAILABLE IN ENGAGEMENT
READ →Where this is heading
What should expert firms build as AI becomes a larger part of buyer research?
A Knowledge Index improves today's discovery while preparing the firm for more capable AI-mediated research and access.
READ →What makes an expert answer valuable when AI can generate one?
AI makes fluent expression abundant; it does not make current evidence, difficult judgement and accountability abundant.
READ →What would it take for AI agents to buy expert knowledge?
Payment rails can settle a transaction, but buying expert knowledge also requires a credible source, clear scope, rights and an attributable result.
READ →Find the questions your firm should own.
We identify where your expertise can credibly lead, measure who AI credits today, and show the clearest opportunity to improve your position without over-disclosing what clients pay for.