Content Moat Calculator · Affitor/affiliate-skills
Estimate content needed for topical authority
Analyzes how much content top-ranking competitors have on a topic and estimates how many pages would be needed to build comparable topical authority, plus a rough timeline based on publishing capacity. Useful before deciding whether a niche is worth the content investment.
Good for
- Estimate pages needed to compete in a niche
- Analyze competitors' content volume
- Decide whether a topic is worth pursuing
- Source repository
- Affitor/affiliate-skills
- Category
- Content
Open-source skills are maintained by their authors and listed as published, with attribution. Results depend on how well the skill fits your task and material.
A good place to start
I'm considering the 'email marketing for SaaS' niche — estimate how many articles I'd need to build topical authority.

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