Check state
Read status, directives, canonical, content, and discovery path together.
Field notes
How the evidence layer thinks about a site.
These short notes explain the operating ideas behind Crawliq and Swiss Knife SEO. They are written as reference material for reviewers, site owners, and implementation teams.
Customer login, saved audits, GA4, and Search Console connections are handled on swissknifeseo.ai.
Evidence first
Observed value
Affected URL
Source signal
Next verification
Clear context
Scope
Date
Owner
Crawl interpretation
A discovered URL is not automatically a healthy page
A crawler can reach a URL that redirects, conflicts with its canonical, blocks indexing, or receives only weak boilerplate links. Coverage begins the review, it does not finish it.
Check context
Ask where links appear and which templates produce them.
Check history
Use the prior crawl to separate a persistent fault from a recent change.
Google data
Traffic and technical state answer different questions
Analytics shows visits and engagement. Search Console shows how Google Search presents the site. The crawl shows what the public pages expose. Joining them is useful because they remain distinct.
Do not substitute
A high traffic page can still have a technical risk.
Do not overread
Low traffic does not prove a page should be removed.
Use the join
Prioritize investigation where meaningful demand and a fixable site problem overlap.
AI citations
A visibility percentage is only the opening signal
Answer engines change. A useful workflow keeps the prompt, engine, locale, sources, frequency, and relevant site evidence together.
Repeat
Measure more than one answer before making a claim.
Inspect sources
Study what the cited pages contain and how they are structured.
Repair foundations
Clear crawl access, rendering, and internal relevance problems before chasing cosmetic tactics.
Continue to the working platform
Open your site evidence in Swiss Knife SEO
Use the application for accounts and reports, or visit the primary product site for the complete feature and plan overview.