Production lessons
Limits, guarded requests, retries, persistence, and artifacts were designed around real websites.
About
A crawler grew into a search operations platform.
Crawliq started with a practical requirement: crawl real production sites safely and preserve enough context to make the output useful. Swiss Knife SEO is the broader platform built around that engine.
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
Origin
Built from recurring site work
The crawler was shaped by technical audits where status codes alone were not enough. Link position, template reach, rendering, and repeat verification mattered.
Reviewable output
Findings keep their supporting URLs and observed values.
Change history
Repeat crawls make the audit a monitoring system rather than a one time export.
Evolution
Swiss Knife SEO adds the operating layer
The current application adds Google data, monitoring, visibility research, workflows, team state, exports, and specialist studios.
One identity
The current product and application name is Swiss Knife SEO.
One app
Customer accounts and reports live at swissknifeseo.ai.
Two public references
swissknifeseo.com is the main product site, while crawliq.online documents the crawler heritage and evidence model.
Principles
Evidence first, explicit access, human review
The product should show where a claim came from, request only the access a feature needs, and keep a person in control of external action.
Traceability
Recommendations link back to stored observations.
Consent
Optional integrations explain their scopes and can be disconnected.
Restraint
The app does not pretend to publish, edit, or connect an outside platform before that capability is actually configured.
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.