The best replacement for natural language is controlled vocabulary.

The best alternatives to natural language are rated as following:
★★★★★  controlled vocabulary
★★★★  programming language
★★★  formal language
★★★  artificial language
  computer language
  terms and connectors
  controlled language

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No companions for natural language have been suggested so far.
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Google Trends

Scale is based on the average worldwide traffic of natural language in all years. Click on graph for more.
natural language
controlled vocabulary
programming language