Nadia Mohamed
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AEO Article Analyzer
Score any article against 10 evidence-based AEO criteria. 0–100 readiness score, pass/fail per criterion, top-3 highest-impact fixes — in under 30 seconds.
- Paste or URL
- 10 criteria
- <30s
Free AI-powered tools
Three tools, built for the SEO problems that don't have a SaaS
Built by an engineer, not just recommended by a consultant. Free to use — and useful enough that I use them on client work too.
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Keyword Clustering
Paste up to 1,000 keywords (one per line). Get semantically tight named clusters — grouped by shared topic and intent, not matching words.
- Up to 1,000
- Named clusters
- Free to use
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AI Tool Ideas Generator
Enter your niche and primary goal (leads, authority, or email list). Get 5–8 tailored AI tool ideas — each with a demand tier and an estimated build budget.
- Niche + goal
- 5–8 ideas
- Build budgets
Why I built these
Each tool started as something I needed on a client engagement and couldn't find a good off-the-shelf option for. The AEO Analyzer started as a quick scorecard during audits. The Keyword Clustering tool came out of frustrations with SERP-overlap clustering missing the semantic groupings AI engines actually see. The Tool Ideas Generator was a side-project for spotting under-served niches in the AI tooling space.
They're free because charging for them isn't the point. They're shipped and maintained because the same problems keep coming up in client work, and the public version doubles as a useful demo of what I build when an off-the-shelf tool isn't the right answer.
Want a custom one for your team?
The same skills that built these are how I do AI tooling for clients — custom applications, n8n automations and internal interfaces, built into your stack instead of pasted as a SaaS subscription.