Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
as a generator of
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "as a generator of" is correct and usable in written English.
It can be used when describing something that produces or creates a particular outcome, effect, or result. Example: "The new policy is seen as a generator of positive change within the organization."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(20)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
60 human-written examples
More generally, athletes were asked to consider the body as a generator of forces, and therefore to combine internal visual imagery with kinaesthetic imagery.
"Forever Plaid" is often likened to "Nunsense" as a generator of box-office power.
News & Media
They were accused of operating the criminal justice system as a generator of city revenues.
News & Media
"At this point, my primary job is as a generator of imagery," Ms. Minter said.
News & Media
It also stands alone as a purveyor of major weapons systems and so as a generator of war.
News & Media
I believe he will accomplish much as a generator of new ideas and help bring about new tendencies in theater".
News & Media
The NH3+NO+CO reaction is equally as effective as a generator of HNCO.
Science
Amir Khan is not so much a prophet in his own land as a generator of profit in someone else's.
News & Media
The foundation has made a place for itself as a generator of new ways of tackling old problems.
News & Media
Valentine's Day far surpasses China's own lovers' day (which this year falls on August 20th) as a generator of sales.
News & Media
Urban space belongs to the public acting as a generator of social and cultural interactions.
Expert writing Tips
Best practice
When using "as a generator of", ensure the subject clearly and actively produces the stated outcome. Clarity is key to avoid ambiguity in your writing.
Common error
Avoid using "as a generator of" when the subject only indirectly contributes to the outcome. Use more precise language to reflect the actual level of influence.
Source & Trust
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as a generator of" functions as a linking phrase that connects a subject with its capacity to produce or create something. It emphasizes the role of the subject in originating a particular outcome or result. Ludwig examples show that this function is used to connect physical objects, processes or even abstract concepts with their output.
Frequent in
Science
43%
News & Media
42%
Formal & Business
15%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "as a generator of" is a phrase used to describe something that produces or creates a particular outcome. Ludwig AI analysis confirms its grammatical correctness and widespread usage across diverse contexts. It functions as a connector, attributing a productive role to a subject and appearing most frequently in scientific and news-related content. Remember to use it when you want to emphasize the active creation or origination aspect of something, but be cautious about overstating the generating role if the subject's contribution is indirect. Consider "as a source of" or "as a producer of" as suitable alternatives for closer meaning.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
as a source of
Emphasizes the origin or supply aspect more directly.
as a cause of
Highlights the direct causation of a result or effect.
as a producer of
Focuses on the active creation or manufacturing aspect.
resulting from
Shifts the perspective to the outcome rather than the origin.
stemming from
Implies a more organic or natural origination.
originating from
Highlights the place or point of commencement.
contributing to
Indicates a partial or shared responsibility in creating something.
giving rise to
Suggests a consequential or significant emergence.
acting as a catalyst for
Implies a role in accelerating or instigating a process.
serving as a foundation for
Emphasizes the supportive or underlying role.
FAQs
How can I use "as a generator of" in a sentence?
Use "as a generator of" to describe something that actively produces or creates a specific outcome. For example, "The new policy is seen as a generator of positive change."
What can I say instead of "as a generator of"?
You can use alternatives like "as a source of", "as a cause of", or "as a producer of" depending on the context.
Is "as a generator of" formal or informal?
"As a generator of" is suitable for formal and professional contexts. In informal settings, simpler language might be preferred.
What's the difference between "as a generator of" and "resulting from"?
"As a generator of" emphasizes the active production of something, while "resulting from" focuses on the outcome or consequence.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested