
AI Slowdown?
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Have ya heard? TikTok is a search platform.
Nearly half of U.S. consumers now use TikTok as a search engine for everything from restaurant recommendations to product reviews and how-to tutorials.
And TikTok SEO, which used to be not much more than stuffing captions with hashtags and hopping on trending sounds, is mich more sophisticated now.
It uses a combo of spoken words, on-screen text, location data, creator reviews, comments, and AI-generated summaries to understand and rank content. New features like Local Feed, Places, and TikTok Shop also give businesses more ways to surface organically.
A few ways to improve your TikTok SEO:
Head to Search Engine Land for more.
You know the golden rule, right? Always sell benefits, not features.
But what if that advice is too simple?
In crowded categories, every brand promises the same benefits: “grow revenue,” “save time,” “transform your business.”
These claims become so generic they’re almost invisible, and buyers skim past them because they’ve heard them hundreds of times before.
Specific features might actually be your strongest selling point. Those details are proof behind your broader promise. In competitive markets, features often create the differentiation that vague benefits can’t.
But that doesn’t mean benefits are dead. They’re still effective when they’re unique, memorable, and tied to a specific outcome your competitors can’t credibly claim.
Here’s a good rule of thumb:
As usual, it’s not as black and white as the old adage suggests. Head to Reads to Leads for more.
You can’t apply the same KPIs across every campaign. Someone discovering your brand for the first time shouldn’t be measured the same way as someone with a full shopping cart.
At the awareness stage, the goal is getting in front of the right people.
As they move into consideration, the focus is engagement and education. Then, once they’re ready to buy, efficiency is the priority. And after the sale, retention metrics help determine whether you’re building lasting customer relationships or just replacing churned users.
So, optimize for where customers are in the funnel. Here are the metrics that should drive decisions:
Head to Hubspot for a complete optimization guide.
What does Google have to say about AI search?
Good SEO is good GEO. The fundamentals still matter.
Brendon Kraham, VP of Search & Commerce Global Ads Solutions, says that AI Overviews and AI Mode are built on the same core ranking systems that power traditional Search, so strong SEO is still the foundation for visibility.
Instead of chasing every new acronym (GEO, AEO, ???) or trying to reverse-engineer AI models, here’s what Google recommends:
Unique insights, proprietary data, expert opinions, customer stories, and real-world experience still wins.
Head to Think with Google for more.
SEO expert Suganthan Mohanadasan inspected the browser network traffic behind ChatGPT answers to see what was happening under the hood.
The takeaway: ChatGPT doesn’t rank websites like Google. It gathers potential sources from several retrieval systems, then selects the pages that best support specific claims in its response. That means being mentioned, being fetched, and being cited are three different things.
Reddit punches above its weight because discussions are easy for AI to parse, while YouTube videos are often retrieved but rarely cited since the model can’t easily quote spoken content from a video’s metadata alone.
Here’s what that means for us:
Heaed to the blog to dive deeper.
Do you need a chatbot, a virtual assistant, or both?
While the terms are often used interchangeably, they solve different problems.
Chatbots excel at handling high-volume, repetitive interactions, while virtual assistants are designed for more complex, context-aware support. The right choice depends less on the tech itself and more on the experience you’re trying to create.
Chatbots are best for:
Virtual assistants are best for:
The tradeoff is pretty straightforward. Chatbots are typically more affordable, easier to scale, and can manage thousands of conversations simultaneously. Virtual assistants offer deeper personalization, stronger natural language understanding, and the ability to complete tasks across multiple systems, but they often require greater investment and maintenance.
Dig deeper at Entrepreneur.
Reddit’s latest research suggests that consumers increasingly turn to human conversations to sense-check purchases before they commit.
77% of Redditors say they visit two or more communities to validate a purchase decision, while 63% say they’re more confident in decisions informed by Reddit discussions than those influenced by other social platforms.
Even more telling: 58% say seeing a brand answer customer questions directly in a thread increases their trust in that brand.
Reddit calls this shift the “mission mindset,” or the moment when consumers actively investigate options rather than passively consume marketing messages.
That’s why brands need to participate in conversations, answer questions, and help buyers evaluate their options.
Consider this:
Check out Reddit’s full report for more.
Don’t use AI for emotional communication.
New research finds that people react significantly more negatively when they learn an emotional message was written by AI rather than a human.
Across six experiments involving more 2,200+ participants, AI-authored emotional messages consistently triggered feelings of inauthenticity and even moral disgust. The result?
That means less trust, less advocacy, and fewer positive brand interactions.
Check it out:
So… write that apology, tribute, or heartfelt customer note yourself.
Software buyers increasingly ask ChatGPT, Gemini, Perplexity, and Google AI Overviews for recos instead of clicking through search results.
So, we need to start thinking beyond blog posts and start creating video content designed to answer the questions buyers are already asking.
Why? Because AI tools love structured, educational content. YouTube videos come with titles, descriptions, chapters, and transcripts that AI systems can easily parse, summarize, and cite.
Recent analyses found that YouTube is cited far more frequently than other video platforms and appears in a significant share of AI-generated search results.
For B2B SaaS, marketers should focus on content that directly answers buyer questions, demos products, and explains concepts clearly. Highly specific tutorials and comparison videos are particularly effective because AI systems can pull relevant sections directly from transcripts and timestamps.
A few video formats worth prioritizing:
Check out more on this insight from Videodeck.

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