Core and fan-out search
Map the query families around a prompt, then build or strengthen the pages and external presence needed to appear across them.
Presence is not simply 'being mentioned.' It is the deliberate availability of the brand and its evidence across the searches, fan-outs, platforms, communities, publishers, directories, partners and markets an answer system may consult.
Distribute the condition:
Core check: When a system goes looking for an answer in this category, can it retrieve us and credible evidence about us?
Open the full Presence diagram ↗AI retrieval is wider than the exact user prompt. A system can decompose the question, run related searches, consult different source types and combine what it finds. A strong site with weak ecosystem presence can be absent from that evidence pool.
Map the query families around a prompt, then build or strengthen the pages and external presence needed to appear across them.
Map the query families around a prompt, then build or strengthen the pages and external presence needed to appear across them.
Identify the publishers, review sites, communities, directories, marketplaces, partner sites and specialist sources that repeatedly appear.
Look at where competitors are visible and ask whether the same source is relevant to your audience, not merely easy to copy.
Use PR, community, partnerships, video, expert participation and owned content to create retrievable evidence in different environments.
Repeat the analysis by geography, language, vertical and platform when the source ecosystem changes.
Presence works best when the other conditions support it. Use the full audit to see whether the constraint actually sits here or somewhere else.