Content and entity authority
Authority now has two audiences: buying committees, and the AI systems that answer them. This engagement builds the content, entity signals and off-site consensus that make one brand the citable source in its category.
Get an Agent Trust Gap BriefWhat the engagement covers
Definition-first content
Pages that answer the question in the first sixty words, then earn depth — the structure both featured snippets and answer engines extract and cite.
Entity engineering
Consistent organisation, product and people entities across the site and the profiles that corroborate it, so knowledge graphs resolve the brand unambiguously.
Off-site consensus
The directories, profiles, and third-party surfaces AI systems retrieve when deciding whether a claim about the brand is corroborated — audited and completed deliberately.
Citation-magnet assets
Original statistics pages, glossaries and checklists engineered to be the reference other content links to and language models retrieve.
Related: GEO & AEO · AI Search Visibility Audit.
Common questions
What makes content citable to an AI engine?
Extractable structure, a direct answer stated early, first-party sourcing or clear labelling, and corroboration elsewhere on the web. Fluent prose without those properties is invisible.
What is entity authority?
The degree to which search and AI systems resolve a brand to one well-corroborated identity with known attributes. It is built through consistency across the site, structured data and off-site profiles.
How is this measured?
Share of voice and citation presence in AI answers on a tracked prompt set, plus classic rankings and referral traffic — trended against a stated baseline.
Is this just content marketing?
No. Publishing volume without entity and consensus engineering is how brands produce more content and remain uncited. The unit of work is authority, not articles.
Do you publish client results?
No. Confidential engagements; open methodology.
Delivered by ThruLiquid. ApexClaw and ThruLiquid are partner companies under one operator: ApexClaw sells the agent governance platform; ThruLiquid delivers growth services. ThruLiquid works with enterprise partners; engagement details and client results are confidential and are not published.