SEO / GEO / Information Quality / 04
Original value beats commodity pages
Add first-hand experience, evidence, examples, tools, and judgment that scaled generation cannot fake.
Before you begin
By the end, you can…
- Identify commodity content
- Add first-hand evidence or utility
- Make authorship and method transparent
01 / Understand
Original value is the defensible advantage
A summary of existing summaries is easy to reproduce. Strong pages contribute a test, dataset, tool, demonstration, firsthand experience, expert analysis, or unusually clear synthesis.
AI can assist research and structure, but scaled generation without editorial value creates pages that are interchangeable and difficult to trust. Review claims, sources, and usefulness before publishing.
02 / Apply
Show how you know
Name the author, method, date, limitations, and update policy when they matter. Link to primary evidence. Correct errors visibly. Trust grows from accountable process, not badges.
A useful tool or worked example can outperform another thousand words. Match the contribution to the decision the reader needs to make.
03 / Make
Your studio task
Make — Add a first-hand test, original data point, working tool, or expert judgment to a generic page.
- Audit a page for claims anyone could paraphrase.
- Choose one original contribution: test, data, tool, example, or expert judgment.
- Document method, author, date, sources, and limitations.
- Ask a target reader what decision the new contribution helps them make.
The contribution is difficult to reproduce through paraphrase alone.
04 / Check