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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
I'm virtually certain
Grammar usage guide and real-world examplesTable 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
9 human-written examples
Actually, I'm virtually certain I wasn't the first.
News & Media
I'm virtually certain that was not optimal policy.
News & Media
I'm virtually certain it will be gone extremely soon".
News & Media
"I'm virtually certain we'll oppose any request for a stay,' said the lawyer, Lance Olson.
News & Media
"I'm virtually certain that I'm going to be laid off," she said.
News & Media
But I've also met companies I'm virtually certain will become new business partners and individuals who will become members of our team.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
51 human-written examples
"We are coming out of this one, I am virtually certain," Mr. Buffett said.
News & Media
Having worked to identify all of them, I was virtually certain that Chun is "Practitioner #9". Three others have already been sentenced to prison time; Chun has not been charged with any crime.
News & Media
In fact, I am virtually certain that current low tax rates are a disincentive to economic growth and risk taking.
News & Media
"I think it's virtually certain that some or all of those laws will wind up before the Supreme Court," legal writer Jeffrey Toobin said.
News & Media
"I wouldn't say it's virtually certain, but I'd give it 80 percent or 90 percent," said John Spencer, a planetary scientist at the Southwest Research Institute, a member of Cassini's composite infrared spectrometer team.
News & Media
Expert writing Tips
Best practice
In formal writing, consider using the non-contracted version I am virtually certain for a more authoritative tone.
Common error
Do not use "I'm virtually certain" when referring to undeniable mathematical or logical facts. For instance, saying I am virtually certain that two plus two equals four sounds strange because the certainty should be absolute, not approximate. Reserve this phrase for predictions, identifications, or interpretations of evidence.
Source & Trust
96%
Authority and reliability
4.9/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "I'm virtually certain" serves as a subjective epistemic stance marker. It communicates the speaker's degree of belief in the proposition that follows. As noted in examples from Ludwig, it is frequently used to introduce a subordinate clause (often starting with that) which contains the core claim.
Frequent in
News & Media
65%
Academia
15%
Formal & Business
12%
Less common in
Social Media
4%
Science
3%
Wiki
1%
Ludwig's WRAP-UP
In summary, "I'm virtually certain" is a robust and widely accepted phrase for expressing a high level of confidence without claiming absolute truth. Ludwig AI reveals that it is a staple of high-quality journalism and expert analysis, appearing in thousands of instances across top-tier publications. It functions as a bridge between mere probability and total certainty, making it an essential tool for writers who need to appear both confident and precise. Whether used in an opinion piece or a business meeting, it signals that the speaker has evaluated the available evidence and reached a near-definitive conclusion.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
I am all but certain
Uses an idiomatic construction to suggest that certainty is the only outcome remaining.
I am nearly certain
Replaces the adverb virtually with nearly, which is slightly more common in everyday speech.
I am practically certain
Similar to virtually but often perceived as slightly more colloquial.
I have little doubt
Shifts the focus from a state of being to a lack of uncertainty using a noun-based structure.
I am almost positive
Uses more informal language while maintaining a high level of confidence.
I am convinced
A simpler, more direct way to express a settled belief without using adverbs of degree.
I am effectively certain
Implies that for all practical purposes, the speaker is sure, even if absolute proof is missing.
I am reasonably sure
Expresses a slightly lower degree of confidence, acknowledging a small margin of error.
It is highly probable
Shifts from a personal first-person assertion to an objective, impersonal observation.
I feel quite confident
Softens the assertion by framing it as a personal feeling rather than a fact.
FAQs
How do I use "I'm virtually certain" in a sentence?
You can use it to introduce a belief about a future event or a past identification, such as in the sentence, ""I'm virtually certain" that the project will be finished by Friday."
What is the difference between "I'm virtually certain" and "I'm absolutely sure"?
While "I'm absolutely sure" suggests zero doubt, "I'm virtually certain" acknowledges a tiny, theoretical margin of error, making it a safer choice in professional or scientific contexts.
Is "I'm virtually certain" formal enough for business?
Yes, it is very common in professional settings. If you want to increase the level of formality further, you might say "I am convinced" or simply use the full form I am virtually certain.
What can I say instead of "I'm virtually certain"?
Depending on the context, you can use alternatives like "nearly certain", "all but certain", or "highly confident".
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
96%
Authority and reliability
4.9/5
Expert rating
Real-world application tested