This page describes how content on this blog is researched, written, fact-checked, and updated. It is here partly for reader transparency and partly because Google’s E-E-A-T guidelines explicitly reward sites that publish their editorial process.
Authorship
All content on this blog is written by Tim Walker. There are no ghost-written articles, no contributing writers, and no purchased content. If a piece of writing on this site does not say so explicitly, it is by Tim.
AI tools are used for first-draft outlines and for grammar checking, but every published article is written through, end-to-end, in Tim’s own words. The first-person perspective is genuine; the experiences described are Tim’s actual experiences operating his niche site portfolio.
Source standards
Where articles cite specific data points (verification rates, prices, ranking timelines, etc.), the data comes from one of:
- Tim’s own measurements across his niche site portfolio (most numbers in articles)
- Public pricing pages of the tools and services discussed (cross-referenced before publication)
- Published research from search marketing publications (cited with link)
If a source is unclear or a number cannot be verified at publication time, the article either omits the number or flags it as an estimate.
Update policy
Pillar articles are reviewed and updated quarterly. Spoke articles are reviewed semi-annually or whenever a significant change in the underlying tools or pricing requires it. The “Updated” date in the article header reflects the most recent meaningful change, not minor typo fixes.
When an article is updated with substantive new information (not just price refreshes), the change is logged in a brief note at the top of the article.
Disclosure of risk
Most of the tactics described on this blog fall into the category of “gray-hat” SEO — they violate Google’s webmaster guidelines on automated link building, even when used carefully. This is disclosed in the footer of every page and in the relevant articles where the risk is highest.
Specifically:
- GSA SER, Money Robot, and RankerX are all considered manipulative link building tools by Google.
- Sites built with these tools can and do receive manual actions from Google’s webspam team.
- The strategies described here aim to minimize but cannot eliminate this risk.
- Use these strategies only on sites you can afford to lose. Never on a primary business website you depend on.
Affiliate relationships
This blog will earn commissions from affiliate links to recommended tools (once those links are wired in — currently the site is in info-only mode). The full disclosure of which tools have affiliate relationships is on the privacy and affiliate disclosure page.
Recommendations are based on Tim’s actual use of the tools, not on commission rates. Several of the tools mentioned in articles do not have affiliate programs at all, and several products with high affiliate commissions are explicitly NOT recommended in articles. The editorial line is independent of the commercial relationships.
Comments and corrections
Article comments are moderated. Genuine questions and disagreements are welcome and almost always approved. Comments that are obviously spam, promotional, or abusive are deleted without notice.
If you spot a factual error in any article, please email through the contact page with the URL and the specific error. Confirmed errors are corrected within a few days; meaningful corrections are also noted in the article’s update log.