What the source can contribute, how its records join to the workspace and what is implemented today.
Server client implemented; workspace ingestion requires wiring
Server-side account credentials and a spend budget. Backlinks may require an account subscription.
On demand or scheduled by an authorized backend; preserve the API task time.
keyword + location + language + device + collection time; URL joins require explicit normalization.
The package has mocked contract tests. AI endpoint availability and live response shapes still need account-level verification. A cache hit is not a fresh SERP.
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An interview about content architecture, entity relationships and vector search. The publisher’s chapter list includes content management at 04:18 and repurposing at 48:27.
A commercial provider describes defining business context, filtering topic candidates, assigning core and supporting roles, and sequencing pages around dependencies.
A reproducible sampling protocol: retain answer-level evidence, report uncertainty and compare matched runs.
A reading path for brand representation in generated answers.
Practitioner references for connecting coverage, mentions and brand identity.
A reference for examining the results people see when they search a brand name.