From 10-day topical maps to minutes
I turned my consulting process into software: first 50+ Python tools, then Keywordscale, then Contentmaps.
- 10+ days
- Manual topical map
- Minutes
- With the system
- 50+
- Tools built
- Maps
- Domain, SERP, Reddit, Keywords
- Stack
- Python + SQL
- Product
- contentmaps.ai
The problem
A good topical map took more than 72 hours.
In consulting, one map took over ten days of work. Most "topical maps" on the market are auto-generated tags that do not tell anyone what to write or link.
What I built
Four maps, one structure.
I built 50+ Python SEO tools in four months, replacing more than $1,500 a year in subscriptions. That became Keywordscale and then Contentmaps: Reddit, SERP, Domain and Keyword maps that resolve into parent topic, clustered topics and keyword groups, encoded in the URL structure.
Why it matters for you
Clients get the strategy, not my hours.
When you hire me, the slow parts are already automated. Your budget goes into decisions and review.
Sources