Moneyland is showing up, but AI still borrows authority from the open web.
67% of captured citations point to brand-owned domains, so AI still leans on mustachianpost.com before it trusts Moneyland directly.
Owned citations
67%
Site readiness
53/100
Trust signals
4/6
Visibility Share %
BO
SC
MO
FITop external source
mustachianpost.com
1 citations captured
Buyer prompt analysis
How AI answers the prompts that shape buying decisions in this category.
Moneyland appears, but doesn’t own the answer.
Moneyland is in the answer, but it still shares the shortlist with strong competitor cues.
Moneyland appears, but doesn’t own the answer.
Moneyland is in the answer, but it still shares the shortlist with strong competitor cues.
Moneyland appears, but doesn’t own the answer.
Moneyland is in the answer, but it still shares the shortlist with strong competitor cues.
Where AI gets its proof
67% of citations come from moneyland.ch. The rest shape the answer without your input.
Authority signals
What AI checks before recommending a brand.
6 of 6 answers
2 of 3 from moneyland.ch
Crawl signals open
Gap: Wikipedia
Blockers
What to fix first
The shortest path to stronger recommendation share.
Create pages AI can remember
Moneyland 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 53. 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.