Using the phrase “according to” is common in writing, especially when referencing sources, opinions, or authority.
However, repeating it frequently can make your content sound repetitive or less engaging. Learning other ways to say according to helps improve clarity, variety, and professionalism in both academic and everyday writing.
Choosing the right alternative depends on context—whether you’re citing research, sharing opinions, or presenting facts. This guide provides practical alternatives with meanings, usage rules, and real examples to help you communicate more effectively.
Quick Answer
Other ways to say “according to” include “based on,” “as stated by,” “in the opinion of,” and “as reported by,” depending on context and tone.
Academic and Formal Alternatives
Based On
Meaning: Derived from information or evidence
Usage: Academic or analytical writing
Example: “Based on recent studies, the results are accurate.”
Tip: Avoid redundancy like “based on the fact”
As Stated By
Meaning: Direct reference to a source
Usage: Formal writing
Example: “As stated by the report, changes are needed.”
Tip: Use for clarity
In Accordance With
Meaning: Following rules or data
Usage: Legal or formal context
Example: “In accordance with policy, action was taken.”
Tip: Formal tone
As Reported By
Meaning: Information shared by a source
Usage: Journalism or reports
Example: “As reported by the agency, growth increased.”
Tip: Good for credibility
As Indicated By
Meaning: Suggested by data
Usage: Academic
Example: “As indicated by results, performance improved.”
Tip: Analytical tone
In Line With
Meaning: Matching information or standards
Usage: Professional
Example: “In line with expectations, results were positive.”
Tip: Flexible usage
On the Basis of
Meaning: Supported by evidence
Usage: Formal
Example: “On the basis of evidence, the claim stands.”
Tip: Strong academic tone
Informal and Everyday Alternatives
Based On What
Meaning: Referring to reasoning
Usage: Casual
Example: “Based on what you said, I agree.”
Tip: Conversational tone
From What I Heard
Meaning: Personal source
Usage: Informal
Example: “From what I heard, it’s true.”
Tip: Not for formal writing
Going By
Meaning: Judging from
Usage: Casual
Example: “Going by his reaction, he was happy.”
Tip: Friendly tone
As Per
Meaning: According to instructions
Usage: Semi-formal
Example: “As per your request, I completed it.”
Tip: Avoid overuse
By the Looks Of
Meaning: Based on appearance
Usage: Informal
Example: “By the looks of it, it’s ready.”
Tip: Casual tone
From What I Can Tell
Meaning: Personal judgment
Usage: Informal
Example: “From what I can tell, it works.”
Tip: Soft statement
Judging By
Meaning: Based on observation
Usage: Casual
Example: “Judging by results, it’s effective.”
Tip: Common phrase
Opinion-Based Alternatives
In the Opinion Of
Meaning: Reflects viewpoint
Usage: Formal
Example: “In the opinion of experts, it’s beneficial.”
Tip: Use for authority
As Believed By
Meaning: General belief
Usage: Informal/formal
Example: “As believed by many, it’s true.”
Tip: Less precise
According to Experts → Experts Say
Meaning: Simplified expression
Usage: Casual writing
Example: “Experts say it’s effective.”
Tip: Modern tone
As Seen By
Meaning: Perspective-based
Usage: Analytical
Example: “As seen by researchers, results vary.”
Tip: Less common
In the View Of
Meaning: Opinion perspective
Usage: Formal
Example: “In the view of analysts, growth continues.”
Tip: Professional tone
From the Perspective Of
Meaning: Specific viewpoint
Usage: Academic
Example: “From the perspective of users, it’s helpful.”
Tip: Detailed context
As Considered By
Meaning: Judged by someone
Usage: Formal
Example: “As considered by experts, it’s valid.”
Tip: Rare usage
Reporting and Citation Alternatives
As Mentioned By
Meaning: Previously stated
Usage: Writing
Example: “As mentioned by the author, changes occur.”
Tip: Good for references
As Noted By
Meaning: Observed or recorded
Usage: Academic
Example: “As noted by the study, results differ.”
Tip: Clear tone
As Highlighted By
Meaning: Emphasized
Usage: Reports
Example: “As highlighted by data, growth increased.”
Tip: Strong wording
As Outlined By
Meaning: Structured reference
Usage: Formal
Example: “As outlined by policy, steps were followed.”
Tip: Organized tone
As Cited By
Meaning: Referenced source
Usage: Academic
Example: “As cited by research, results are valid.”
Tip: Scholarly use
As Documented By
Meaning: Recorded evidence
Usage: Formal
Example: “As documented by reports, trends continue.”
Tip: Strong credibility
As Revealed By
Meaning: Shown by data
Usage: Analytical
Example: “As revealed by findings, performance improved.”
Tip: Impactful tone
Contextual and Flexible Alternatives
In Terms Of
Meaning: Relating to subject
Usage: General
Example: “In terms of growth, results are strong.”
Tip: Broad usage
Regarding
Meaning: About a topic
Usage: Formal
Example: “Regarding your request, action was taken.”
Tip: Common
Concerning
Meaning: About or related
Usage: Formal
Example: “Concerning the issue, updates follow.”
Tip: Slightly formal
With Reference To
Meaning: Referring to something
Usage: Professional
Example: “With reference to your email, I agree.”
Tip: Business tone
In Relation To
Meaning: Connected to
Usage: Formal
Example: “In relation to policy, changes apply.”
Tip: Formal
Pertaining To
Meaning: Related to
Usage: Formal
Example: “Pertaining to the case, evidence matters.”
Tip: Formal tone
About
Meaning: General reference
Usage: Informal
Example: “About your question, I agree.”
Tip: Simple usage
Placement and Grammar Rules Table
| Phrase | Tone | Example |
|---|---|---|
| Based on | Neutral | Based on data, results improved |
| As stated by | Formal | As stated by the report, changes occurred |
| According to → Experts say | Casual | Experts say it works |
Common Mistakes
Overusing “according to” makes writing repetitive. Using informal phrases in academic writing reduces credibility. Misplacing phrases in sentences can affect clarity. Avoid mixing multiple reference phrases in one sentence. Always match tone with context and audience.
Practical Example Paragraphs
“Based on recent research, the results show a significant improvement. As noted by experts, these findings are consistent across multiple studies.”
“Going by what I’ve seen, the process works well. From what I can tell, it’s reliable and easy to follow.”
FAQs
What is the best alternative to “according to”?
“Based on” is one of the most versatile alternatives.
Is “as per” correct?
Yes, but it is often overused and can sound less natural.
What should I use in academic writing?
Use “as stated by,” “as noted by,” or “on the basis of.”
Are informal alternatives acceptable?
Only in casual writing or conversations.
How do I avoid repetition?
Use a mix of synonyms and vary sentence structure.
Final Thoughts
Using other ways to say according to improves writing clarity, variety, and professionalism. It allows you to present information more effectively without sounding repetitive.
By applying these alternatives correctly, you can enhance both academic and everyday writing while maintaining clarity and credibility.

Watson Maddox is a leadership and mindset writer known for his bold, straightforward voice.
He shares lessons on resilience, discipline, and high performance drawn from real-world experience.
His mission is simple: build strength, take action, and never settle for average.