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
shape recommendations
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "shape recommendations" is correct and usable in written English.
It can be used when discussing the process of influencing or guiding suggestions or advice in a particular direction. Example: "The committee will meet to shape recommendations for improving community engagement."
✓ Grammatically correct
Academia
News & Media
Science
Formal & Business
Alternative expressions(3)
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
5 human-written examples
Toward the end of the Clinton presidency, Mr. Geithner worked closely with Treasury Secretary Lawrence H. Summers to shape recommendations for I.M.F.
News & Media
In private beta testing so far, it has amassed some 1.5 million profiles of users and their friends, which is already helping to shape recommendations.
News & Media
Prof. Igusa & Prof. Johnathon Ehsani hope that their work regarding ethics of autonomous vehicle testing can help shape recommendations for regulatory bodies and state and industry lawmakers.
Academia
Nevertheless, the coroner at the inquest, Keith Cutler, has reportedly told the Mail on Sunday he will ask Mr Duggan's family "to help shape recommendations on police firearms procedure".
News & Media
A project advisory group, with representation from a range of professional, clinical and patient organisations, will also meet bi-annually to review progress and shape recommendations.
Human-verified similar examples from authoritative sources
Similar Expressions
55 human-written examples
The undertones needed in shaping recommendations and avoiding such embarrassment did not fit the "weak" and "strong" labels.
Shaping Recommendations.
News & Media
The superior efficacy of PPIs has shaped recommendations that these agents be used as first-line therapy.
Science
Our grassroots approach is seeking to empower individuals and communities to shape our recommendations.
News & Media
Modeled outcomes were cancer incidence, tumor features that shape treatment recommendations, overall survival, and cause-specific mortality.
Academia
We will uphold the combination of protest and constructive dialogue so as to shape the recommendations of the committee appointed by the prime minister.
News & Media
Expert writing Tips
Best practice
Use "shape recommendations" when you want to emphasize the process of influencing and adjusting suggestions to fit a specific purpose or goal. It implies active participation and modification.
Common error
Avoid using "shape recommendations" in vague or general contexts. Ensure the reader understands what specific factors or inputs are contributing to the shaping process. For example, instead of saying "We need to shape the recommendations", specify "We need to shape the recommendations based on user feedback".
Source & Trust
86%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "shape recommendations" functions as a verb phrase where "shape" acts as a transitive verb taking "recommendations" as its direct object. As Ludwig AI suggests, it describes the process of influencing or guiding suggestions.
Frequent in
News & Media
40%
Academia
30%
Science
20%
Less common in
Formal & Business
10%
Wiki
0%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, the phrase "shape recommendations" is a grammatically correct and functionally versatile expression used to describe the process of influencing or modifying advice and proposals. As Ludwig AI confirms, it is suitable for various contexts, from news and academia to business and science. While "shape recommendations" is not exceptionally common, alternatives like "formulate suggestions", "develop proposals", and "influence recommendations" can be considered for nuanced variations in meaning. The phrase's clear communicative purpose and neutral register make it a valuable addition to any writer's toolkit, provided that context and clarity are maintained to avoid vagueness.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
guide recommendations
Suggests a more hands-on approach to directing the recommendations.
influence recommendations
Highlights the act of exerting power to alter recommendations.
tailor recommendations
Implies customizing the recommendations to fit specific needs.
direct recommendations
Emphasizes control and leadership over the recommendations.
mold recommendations
Implies a transformative effect on the recommendations.
formulate suggestions
Focuses on the creation of suggestions rather than their modification.
frame recommendations
Focuses on how the recommendations are presented or contextualized.
craft recommendations
Highlights the skill and care taken in creating the recommendations.
develop proposals
Emphasizes the creation and expansion of ideas.
fashion recommendations
Suggests a stylish or specific way of presenting the recommendations.
FAQs
How can I use "shape recommendations" in a sentence?
You can use "shape recommendations" to describe the process of influencing or guiding suggestions. For example, "The committee will meet to "shape recommendations" for improving community engagement".
What are some alternatives to "shape recommendations"?
Alternatives include "formulate suggestions", "develop proposals", or "influence recommendations", depending on the context.
Is it better to use "shape" or "formulate" recommendations?
"Shape" implies modifying existing ideas, while "formulate" suggests creating new ones. Choose based on whether you're adjusting existing suggestions or creating them from scratch. For example, "formulate suggestions" is more appropriate when starting from scratch.
What does it mean to "shape recommendations" in a business context?
In a business context, to "shape recommendations" typically means to adjust or refine suggestions to align with specific business goals, market trends, or stakeholder expectations.
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
86%
Authority and reliability
4.5/5
Expert rating
Real-world application tested