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New data from BrightEdge suggests that AI is evaluating brands and inserting its own editorial tone into responses.
While overall negative sentiment from both Google AI Overviews and ChatGPT is rare (just a few percent of total mentions), the type, timing, and source of criticism vary significantly between them.
BrightEdge found that Google AI Overviews are 44% more likely than ChatGPT to criticize brands overall, especially around controversy‑driven issues like lawsuits, recalls, boycotts, regulatory action, and broader news topics.
ChatGPT, on the other hand, tends to surface negativity in product evaluation contexts, like limitations, compatibility issues, or whether something is “worth it.”
Another major distinction is when the negativity appears:
So, that means that each AI platform creates its own brand risk profile and requires dedicated monitoring. Shwew.
Dig into the numbers at BrightEdge.
Successful Reddit marketing looks like brands participating as helpful community members.
Be useful first, human second, and promotional last.
Why? Overt advertising is often downvoted or ignored on Reddit.
When your comment adds real value—like sharing experience, data, or practical advice—other users engage with it naturally, increasing the likelihood that people will explore your brand later.
Here are some helpful frameworks for Reddit comments:
Reddit is its own beast. Optimize your strategy with more info from Search Engine Land.
WordStream analyzed over 15,666 Google Ads accounts and found widespread inefficiencies in how advertisers are managing search campaigns.
Some key insights to know:
The lesson here is that targeting, structure, and tracking are major drivers of wasted Google Ads dollars.
Dive deeper at WordStream.
MarTech recently examined why many B2B brands are rarely cited in generative AI responses.
Analyzing over 1,000 buyer prompts across 29 tech-focused B2B companies, they found that most brands appear infrequently, with only about 21 % cited in more than a quarter of relevant answers.
Surprisingly, strong web domains do not guarantee citations, since AI models prioritize signals beyond traditional SEO metrics.
Here’s what they found:
Hop over to MarTech for a closer look.
According to Socialinsider’s analysis of millions of Reels across hundreds of thousands of accounts, the majority of views are accrued in the first few days after publication.
There’s a clear pattern, in fact:
This means that timing and early engagement matter enormously. Likes, comments, and shares in the first 24–72 hours signal to Instagram’s algorithm that your Reel is engaging, increasing the likelihood it will be shown to more users.
Check out SocialInsider for more.
Are parents a big part of your target demo?
Pinterest has dropped its first Parenting Trend Report with seven core parenting trends for 2026.
Parents are using Pinterest as a planning tool to make family life more intentional and grounded in shared experiences, with searches for “screen free activities,” “family traditions ideas,” and “no phone summer” on the rise.
Here’s what’s trending:
Overall, it looks like the parenting conversation, at least on Pinterest, is shifting from passive consumption to values-driven childhood design.
Head to Pinterest for more.
Microcopy is the tiny pieces of text embedded throughout a digital product, like the words on buttons, form hints, error messages, confirmations, tooltips, you get it.
Microcopy guides people at precise moments of interaction. It should be short, aware of where users might hesitate, actionable, and authentic to the brand’s voice.
It’s not flashy, but it’s critical copy. Unclear labels can lead users to abandon forms or hesitate to click, but thoughtful wording reduces friction and builds trust.
Here’s a list of common microcopy elements you’ll encounter in UX/UI design:
Check out Brief-er for more on microcopy.
Streak systems (UX features that track consecutive days of user engagement) tap into human psychology, reinforcing consistency through motivation and emotion.
In short, they get people invested.
As a streak grows, breaking it feels like a loss of effort and identity, which motivates users to keep going (loss aversion).
In effective streak design, the required task is made very easy (low friction), so users can complete it even on low-motivation days, while prompts (like notifications or badges) nudge action.
Plus, unfinished tasks remain mentally active, and a hanging streak creates a form of cognitive tension that keeps the app top-of-mind.
Streak systems should…
Learn a little more about stream systems from Smashing Magazine.
Reddit dropped the Creative Trends 2026 report, and (refreshingly) it’s all about engaging real people, real conversations, and real communities.
The idea is that, as audiences become more fragmented and more skeptical of slick and polished advertising, standout creative will be rooted in authenticity and human-driven moments.
A few key trends to consider:
The good news here is that creative success is achievable without perfection and scale.
Check out the full report at Reddit Business.

Rich O'Donnell

Rich O'Donnell

Shannon Sankey

Rich O'Donnell

Rich O'Donnell

Rich O'Donnell

Shannon Sankey

Shannon Sankey

Ian David
