Competitor context
Competitor context helps Page Writer understand the field around the page.
It should not become copy-and-paste content. Use it to see what competitors explain, what they skip, and which buyer questions they answer better than your current site.
Competitor claims to understand
Write the competitor pattern in simple words.
For example, a competitor may appear in AI answers because they have a clear comparison page, a strong source page, or a guide that answers the prompt directly.
| Competitor pattern | Page Writer response |
|---|---|
| Clear comparison page | Write your own comparison angle from your proof |
| Strong guide | Improve your guide outline and examples |
| Better source proof | Add source notes before drafting |
| Better internal path | Plan links in the sitemap |
Evidence required
Competitor context needs a source.
Use prompt results, competitor notes, or source analytics. Do not ask CLEA to guess why a competitor was mentioned.
Find the mention
Use the prompt result or competitor note that shows the pattern.
Inspect the page
Check what the competitor page explains better.
Keep your proof
Use your own source notes and product facts.
Write the contrast
Make your page clearer without copying the competitor.
Assumptions to avoid
Do not claim a competitor is winning for one reason unless the dashboard evidence supports it.
It is safer to say: "this competitor appears in this prompt result" than to say: "this competitor owns the market."
Draft effect
Good competitor context helps CLEA write with sharper contrast.
The page can explain your offer clearly, answer the buyer question directly, and link to proof without sounding like a copy of another site.