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Writing for BERT and MUM — What I Actually Changed

Writing for BERT and MUM · · By Monika Gupta
Writing for BERT and MUM — What I Actually Changed

When BERT and MUM started becoming big topics in SEO, I kept seeing advice about changing the entire way we write.

Honestly, I didn't.

I didn't create a special “BERT writing style.”

I didn't start stuffing articles with related words because I thought MUM wanted them.

What I did change was much simpler.

I Started Thinking More About Context

BERT made me pay more attention to something writers should already care about:

Context.

A keyword on its own doesn't tell the whole story.

For example, if someone searches for something specific, they're usually looking for an answer to a particular question—not a page where that phrase appears 20 times.

So I started asking:

“What does the reader actually want to know?”

That question naturally improved my writing.

What About MUM?

MUM was interesting because Google described it as a technology capable of understanding information across different modalities and languages.

The practical lesson I took from that wasn't “add images because MUM likes images.”

It was simply this:

Sometimes text isn't the best way to explain something.

A screenshot can explain a software feature.

A diagram can explain a process.

A video can demonstrate something that would take several paragraphs to describe.

So I became more thoughtful about when visual content genuinely helps the reader.

What Didn't Change?

I didn't stop using keywords.

I didn't stop writing headings.

I didn't stop thinking about SEO.

I just stopped treating algorithms as something I had to write for.

That also connects with what I found while testing my own articles with NLP. You can read that experiment in What Google’s NLP API Actually Showed Me About My Writing.

For the bigger picture, I also recommend NLP and Semantic Writing — What I Learned From Testing My Own Content.

My Takeaway

BERT and MUM didn't make me completely change my writing style.

They made me more conscious of something much more basic:

Write so the meaning is clear.

Don't force keywords.

Don't add information just because it's related.

Don't add images just to make a page look optimized.

Give the reader the clearest answer you can.

That's a writing habit I expect to remain useful, regardless of what Google calls its next system.

Need a hand with this? Our SEO content writing team can help you put it into practice. Talk to ClicZeo.

Related reading

Frequently asked

No. It mainly reinforced the importance of natural language and context.

It made me think more carefully about using useful visual content alongside text.

I wouldn't. Focus on useful, natural and easy-to-understand content instead.

It shouldn't be treated as a simple standalone ranking factor. The more useful takeaway is Google's broader move toward understanding complex and multimodal information.

Don't try to sound like you're writing for an algorithm. Write so a real person can understand your point quickly.

Monika Gupta

Digital Marketring Executive

ClicZeo Editorial Team is a team of digital marketing professionals specializing in SEO, AEO (Answer Engine Optimization), GEO, Google Ads, Meta Ads, content marketing, and local business growth. We create data-driven content to help businesses improve their online visibility, generate qualified leads, and stay ahead of the latest digital marketing trends.

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