Research notes

The evidence behind the advice.

Short notes explain what Caprigrow checked, what the source can and cannot prove, and what a business owner can safely do with the finding.

Current notes

These are evidence trails attached to the main guides, written for readers who want to inspect the thinking.

Pricing sample

Eight public Singapore website packages

How public package prices were collected, normalized and limited before the website-cost guide used the S$1,550 sample median.

Read the method
Search guidance

Useful content before search tricks

Google's public guidance repeatedly points back to helpful, reliable content and crawlable pages rather than hidden ranking switches.

Read SEO vs SEM
AI discovery

GEO is still emerging

Academic and platform guidance supports clear, verifiable information, but no public tactic can guarantee an AI answer or citation.

Read the GEO note
Funding

Grant pages must stay current

Singapore grant eligibility and support levels can change. Caprigrow uses official sources and points readers to official hotlines before decisions.

Check SME grants
Website audit

Outside scans have limits

Public scanners can identify page signals, technology clues and obvious issues, but cannot see private admin setup or supplier contracts.

Check a website
Ownership

Account access is part of website quality

A polished site can still be risky if the business does not control the domain, hosting, email, analytics and recovery paths.

Read ownership checklist

Research standard

Every future note should show its boundary.

Method

What was checked, when, and how the sample was selected.

Evidence

Primary sources, public screenshots or original data with visible labels.

Limits

What the note cannot prove, and what would change the conclusion.