| Owned brand website | Gemini appears relatively friendly to brand-owned content | Improve official product, pricing, FAQ, and entity clarity |
| Google ecosystem sources | Business Profile, YouTube, Maps, Workspace-adjacent content | Keep Google-owned surface information consistent |
| Entity anchors | Organization schema, sameAs, Wikidata/Crunchbase/LinkedIn | Disambiguate brand, category, and competitors |
| Third-party reviews/media | G2, Capterra, media, industry pages | Strengthen recommendation confidence |
| Internal answer surfaces | product/pricing/guide surfaces are stronger final-answer candidates | Clarify shallow official answer pages |