optimize for

USAGE SUMMARY

The phrase "optimize for" is correct and usable in written English.
It is usually used in the context of improving something for a particular purpose. For example, "We are working to optimize our website for better search engine results."

✓ Grammatically correct

News & Media

Academia

Science

Human-verified examples from authoritative sources

Exact Expressions

49 human-written examples

Don't optimize for efficiency.

Harvard Business Review

You have to optimize for both.

The New York Times

Optimize for mission, not for metrics.

Harvard Business Review

That's the opposite of what large organizations optimize for.

Harvard Business Review

First, we attempted to optimize for size instead of speed.

Cornell University

I've never found that you have to optimize for growth.

Harvard University

Human-verified similar examples from authoritative sources

Similar Expressions

11 human-written examples

Is the archive viewer optimized for tablet browsers?

The New Yorker

And we're not optimizing for truth.

The New York Times - Tech

Right outside their back door was an artificial lake that had been optimized for waterskiing.

The New Yorker

Genes were codon-optimized for expression in mammalian cells.

Nature

Those heuristics will fail because they are not optimized for a financial context – they are optimized for the physical world.

MIT Technology Review

Expert writing Tips

Best practice

When using "optimize for", clearly state what you are trying to achieve. Specificity enhances clarity and demonstrates a focused approach.

Common error

Avoid using "optimize for" without specifying the target metric or goal. For example, instead of saying "We need to optimize for the future", specify "We need to optimize our strategies for long-term sustainability".

Linguistic Context

The phrase "optimize for" functions as a verb phrase indicating the act of making something as effective, perfect, or useful as possible. Ludwig AI confirms its correct usage and purpose in written English. It sets a clear goal for improvement.

Expression frequency: Very common

Frequent in

News & Media

63%

Academia

18%

Science

10%

Less common in

Formal & Business

5%

Wiki

4%

Ludwig's WRAP-UP

In summary, "optimize for" is a commonly used phrase that signifies making something as effective as possible for a specific purpose. As confirmed by Ludwig AI, it's grammatically correct and versatile, appearing frequently in professional, academic, and news contexts. When using the phrase, be clear about what you're optimizing and for what reason. Common alternatives include "tailor to", "adapt for", and "fine-tune for", each with slightly different nuances. Always specify the target metric to prevent overgeneralization.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

maximize for

Focus shifts to achieving the highest possible level of something, differing from simply making it suitable.

tailor to

Implies a precise adjustment to meet specific requirements, where "optimize for" suggests a more general improvement.

adapt for

Emphasizes the process of changing to suit a purpose, whereas "optimize for" focuses on achieving the best outcome.

fine-tune for

Indicates making small adjustments to improve performance in a specific area. It suggests a more detailed approach than "optimize for".

improve for

Suggests a general betterment with a specific goal in mind, but lacks the technical connotation of "optimize for".

gear towards

Implies directing efforts or resources towards a particular aim. Focus is on directionality, not peak performance.

design for

Centers on the initial creation or planning with a specific purpose, while "optimize for" suggests improving something already existing.

target for

Focuses on directing something towards a specific purpose, less about making it the best it can be.

adjust to

Highlights the act of making changes to fit a certain purpose, differing from maximizing or improving.

enhance for

While similar to "optimize for", enhance simply means to increase or improve the quality of something.

FAQs

How do I use "optimize for" in a sentence?

The phrase "optimize for" is used to express the action of making something as effective as possible for a specific purpose. For example: "Retailers should therefore be thinking about how to "optimize for that screen size"".

What can I say instead of "optimize for"?

You can use alternatives like "tailor to", "adapt for", or "fine-tune for" depending on the context.

Which is correct, "optimize for" or "optimize towards"?

"Optimize for" is the correct and more common usage. "Optimize towards" is less frequently used and can sound awkward. It's best to stick with "optimize for".

What does it mean to "optimize for" a specific outcome?

To "optimize for" a specific outcome means to adjust and improve processes or strategies with the primary goal of achieving that particular result. This involves focusing resources and efforts to maximize the chances of success for that specific objective.