100% of captured citations point to brand-owned domains, so AI still leans on third-party publishers before it trusts CGB Numismatique directly.
Owned citations
100%
Site readiness
52/100
Trust signals
1/6
How AI answers the prompts that shape buying decisions in this category.
CGB Numismatique appears, but doesn’t own the answer.
CGB Numismatique is in the answer, but it still shares the shortlist with strong competitor cues.
CGB Numismatique appears, but doesn’t own the answer.
CGB Numismatique is in the answer, but it still shares the shortlist with strong competitor cues.
CGB Numismatique appears, but doesn’t own the answer.
CGB Numismatique is in the answer, but it still shares the shortlist with strong competitor cues.
100% of citations come from cgb.fr. The rest shape the answer without your input.
What AI checks before recommending a brand.
4 of 4 answers
1 of 1 from cgb.fr
Crawl signals open
Gap: Web mentions
Blockers
The shortest path to stronger recommendation share.
Create pages AI can remember
CGB Numismatique is not yet stable AI memory. Add comparison pages, clear category explainers, and reusable trust assets that models can come back to.
Add explicit crawler guidance
Right now there is no explicit retrieval guidance for AI crawlers. Add llms.txt plus clearer category and product paths that models can trust and revisit.
Make the site easier to trust
The current site-readiness score is 52. Tighten schema, answer formatting, and crawl clarity so AI systems can trust owned pages faster.
The brand is visible. The opportunity is owning the proof layer.