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Google Outlines New Algorithm Improvements to Improve the Accuracy of its Displayed Search Results



Google Outlines New Algorithm Improvements to Improve the Accuracy of its Displayed Search Results

Google’s looking to add more context to its Search results, in order to mitigate the spread of misinformation, by adding improved contextual data matching for Search Snippets, and more supplementary info within Search results, in order will help users decide on which results are most accurate.

First off, Google’s improved its algorithms that fuel its Search snippets, which are the direct response results that it displays in Search queries.

As explained by Google:

By using our latest AI model, Multitask Unified Model (MUM), our systems can now understand the notion of consensus, which is when multiple high-quality sources on the web all agree on the same fact. Our systems can check snippet callouts (the word or words called out above the featured snippet in a larger font) against other high-quality sources on the web, to see if there’s a general consensus for that callout, even if sources use different words or concepts to describe the same thing. We’ve found that this consensus-based technique has meaningfully improved the quality and helpfulness of featured snippet callouts.”

In other words, the system can now double-check stated facts and claims for use in snippets, which should help to improve the accuracy of the displayed results.

In addition, Google also says that its systems are also getting better at understanding when a featured snippet doesn’t provide relevant context.

“This is particularly helpful for questions where there is no answer: for example, a recent search for “when did snoopy assassinate Abraham Lincoln” provided a snippet highlighting an accurate date and information about Lincoln’s assassination, but this clearly isn’t the most helpful way to display this result.

Google says that it’s reduced the appearance of featured snippets in such cases by 40%, helping to improve immediate answers, while also stopping the spread of misleading or false responses.

Though that probably doesn’t help site managers that are looking to drive traffic from Google. Snippets provide immediate answers for searchers, but they also reduce the need for users to click-through to the actual site – so while this may be an improvement for Google’s UI, it’s not great for web managers and those reliant on Search referrals (i.e. everyone) to get people to their content.

So yay for Google, boo for everyone else. Maybe keep tabs on your SEO data for any potential declines as a result (though good luck identifying this as the cause).

Google’s also looking to help provide searchers with more context around why certain results are displayed, including expanded context within its ‘About this result’ element.

Google context

As you can see in this example, the update will include the addition of info on how widely a source has been circulated, online reviews about the source or company, and information on site ownership. That could help to provide important context on the information presented, which may influence the searchers’ view on the accuracy of the listed info.

Google’s also expanding its ‘Content Advisory’ warnings on search results where its system doesn’t have high confidence in the overall quality of the results available.

Google Search context

Google notes that this does not indicate that no helpful information is available, or that a particular result is low-quality, it simply adds more context about the whole set of results on the page.

Information accuracy is increasingly important in the modern age, where people have become more reliant on using web sources to clarify facts. Social media platforms are often identified as a key impediment in this respect, as they provide the capacity for anyone to broadcast anything on any given topic, true or not, and that’s one contributing factor that’s led to an overall decline in trust in online media outlets.  

Indeed, Google itself recently partnered with YouGov on a new survey, which found that 62% of internet users now believe that they see false or misleading information on a weekly basis.

Google YouGov trust in media report

It’s harder than ever to sort fact from fiction, which is why additions like these are important for ensuring trust in Google’s products, and keeping Search, which is a key platform for all kinds of research, as accurate and valuable as possible for all users.

No one wants to facilitate the spread of misinformation, but at the same time, no one wants to stop people from sharing their views and perspectives either. These new additions seek to strike a balance between these elements, by adding contextual matching to Google’s Search results to better align with overall consensus from trusted sources.  

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Report Looks at the Most Commonly Shared Life Events on Instagram and TikTok



Report Looks at the Most Commonly Shared Life Events on Instagram and TikTok

Social media is where people share their big life events and updates, in order to keep friends and family informed, and celebrate major milestones, changes, etc.

But what life events are people most likely to share in each app?

The team from recently undertook a broader study of life trends, which also looked at the most popular life event postings on Instagram and TikTok, based on hashtag use, which could provide some valuable context for your content planning, and how to connect with the right audiences in each app.

First off, on Instagram – here are the top ten most shared life events within Instagram posts:

Those are all fairly logical, with the majority being celebratory events – though the variance in post volume for each is worth noting.

Based on this, a brand might want to consider marketing to new home buyers in the app, or post about new hires, or make it a bigger focus for campaigns based around these key life events.

On TikTok, the top 10 listing is similar, with some slight variances.

Life events report

‘Separation’ is much higher on TikTok (coming it at 11th on the list on IG), while ‘Marriage’ is not as high (23rd on TT). Not sure what that means – I would initially conclude that TikTok’s younger audience would result in less discussion of marriage, but separation is a key focus (as is divorce) so…

Maybe separated people are more likely to jump onto TikTok to find a new partner.

‘Gender reveal’ is also a bigger focus on TikTok (13th on IG), while ‘Death’ and ‘Funeral’ both make the top 10.

Some of these trends would relate to the variance in audience demographics, but it is interesting to note the differences, and how significant each topic is across the two apps.

Of course, for the most part, this research doesn’t reveal much that you didn’t already know – both apps are used for celebratory posts and major announcements, which includes all of the big life milestones and shifts.

But it is interesting to compare the popularity of each, and to consider how that could relate to your marketing and outreach, in line with usage.

You can read’s full report here.

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