Only 16.5% of News Articles About Google's AI Overviews and AI Mode Carry a Clearly Negative Tone, Compared With 24.7% of Other Google Search Coverage

Summary

Picture a dentist in Leeds who reads a headline that Google's AI answers told people to put glue on pizza. A month later she reads that Google is rolling out AI Mode to more countries. If her patients now see an AI summary before her website, she wants to know whether the press treats this as a broken feature or a normal product change.

We measured the tone of 4,371 news articles about Google's AI Overviews, AI Mode and the earlier Search Generative Experience (SGE), using the tone score GDELT assigns to every article it processes. We compared them with 29,722 other articles about Google Search over the same period.

Only 16.5% of AI Overviews and AI Mode coverage was clearly negative, meaning a tone score below -2. Coverage of Google Search in general, which includes years of antitrust trial reporting, was clearly negative 24.7% of the time.

What we measured

GDELT scores each article's tone from the words it uses, on a scale where 0 is neutral, negative numbers mean more negative language and positive numbers mean more positive language. Most news falls between -10 and +10. We used the first value of GDELT's V2Tone field, which is the average tone, and treated scores below -2 as clearly negative and above +2 as clearly positive.

We found articles by matching URL slugs for ai-overview, sge, search-generative and ai-mode (only when the slug also says google). The comparison group is articles whose slug mentions Google and search together but no AI search term. A spot check of 40 comparison URLs found most covered Google's antitrust cases, search features and trending searches. GDELT's theme tags (V2Themes) gave us the topics.

Google's AI search features get gentler coverage than Google Search overall

Across all years, AI Overviews and AI Mode articles averaged a tone of +0.30 with a median of +0.57. Other Google Search articles averaged -0.29. Clearly positive articles (above +2) made up 23.3% of AI feature coverage (1,020 of 4,371) and 18.6% of other Google Search coverage (5,537 of 29,722).

2024 was the roughest year for AI feature coverage by average tone, with an average tone of -0.16 and 18.1% of articles clearly negative. That coincides with the AI Overviews launch and the wave of stories about wrong answers. In 2025 the negative share dropped to 14.6% as launch and expansion stories took over. So far in 2026 it is back up to 21.2%.

Tone dips line up with launches, court rulings and publisher complaints

Monthly tone swings a lot. Months with mostly launch and rollout news score positive, and months with complaints or legal action score negative.

The most negative month, June 2026, was dominated by slugs about publishers, court rulings and AI answer errors. In the AI search slugs that month, publishers appeared 108 times, court 76 times and errors 63 times. November 2025 was the most positive month, with an average tone of +1.75 and only 3 of 129 articles clearly negative.

Legal and publisher stories pull the tone down, jobs and social stories lift it

GDELT tags each article with themes. We looked at the share of clearly negative articles within the most common themes in AI Overviews and AI Mode coverage.

Stories tagged with regulation, courts or publishers had average tones between -1.12 and -1.51. Stories about web traffic, which usually means publishers losing clicks, averaged -0.63. Stories tagged with jobs or social media leaned positive. Where the coverage is negative, it is mostly about who gets paid and who is liable for wrong answers.

UK and French outlets are harsher than global .com sites

GDELT does not record a source country, so we used each outlet's domain ending as a stand-in. Generic endings like .com and .net are global and cannot be tied to one country.

French domains had the lowest average tone at -1.21, with half of their 40 articles clearly negative. UK domains followed at -0.62. Italian, Indian and global .com outlets were mildly positive. Small samples make the country gaps rough, but the pattern matches where publisher complaints and regulator actions have been loudest.

What this means

Most coverage treats Google's AI answers as a normal part of search now, not as a scandal. That suggests your customers may well trust what the AI summary says about you, which raises the cost of it being wrong or leaving you out. The negative stories cluster around wrong answers and publisher traffic, the two things a business owner can actually check. Checking both is a sensible place to begin AI search optimization, since you can see the results yourself.

Search your own business name and your main services in Google and note what the AI Overview or AI Mode answer says, which sources it cites, and whether the details are current. If you want that done across many questions at once, our free AI visibility audit shows what Google's AI and ChatGPT say about you today and gives your AI Overviews SEO a starting point.

Limits

GDELT's tone score is an automated measure based on word lists. It captures language, not the writer's actual stance, and sarcasm or quoted criticism can skew it.

Articles were found by URL slug, so pieces with numeric or non-Latin URLs are missed, and non-English articles are scored on GDELT's machine translation.

Domain endings are a rough stand-in for country. Many national outlets use .com.

Theme tags are assigned automatically by GDELT and some are loose fits. We report only themes with clear meaning.

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