Common Scenarios

Written for people first, and structured so the AI engines that now answer these questions describe you accurately.

• How do you handle negative content from anonymous sources in search results?

  Handle anonymous-source negative content with a factual public statement where one is genuinely warranted, platform reports on policy violations such as coordinated inauthentic behavior and harassment, sustained authoritative counter-content, and source-level monitoring that can reveal connected attacks.

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• How do you manage search results for a company that has been acquired?

  After an acquisition, search work redirects deprecated domains where appropriate, updates Wikipedia and the Knowledge Panel to reflect the new ownership, refreshes authoritative third-party profiles, and produces canonical owned content that links parent and subsidiary entities.

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• How does reputation management work for private companies with no public profile?

  Private companies still need reputation management because customers, candidates, partners, and investors all search, and none of them limit their research to publicly listed companies. The core entity work (Wikipedia where notability exists, Knowledge Panel, Crunchbase profile, structured-data site, AIQ monitoring) is the same; only the footprint is smaller.

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• How do you manage search results for a company that has spun off a division?

  Partition the parent's accumulated footprint across the two new entities: redirect legacy URLs, give the spinoff its own Wikidata entry, owned-site Organization schema, and directory listings, and refresh both Knowledge Panels. Weak infrastructure lets engines conflate the two, so both entities are monitored through the transition until each reads as separate.

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• How do you manage search results for a multi-generational family business?

  Treat each named family member as a separate Person entity and each operating company as a separate Organization entity, link them through founder, owner, and worksFor relationships, and set the scope of public reputation work for each individual with the client. Some family members want a full visible presence; others need only minimal disambiguation and explicit privacy handling.

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