I just watched Eric Migicovsky's announcement of the Pebble Index 01, and I have to say, this little gadget has me genuinely intrigued.
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| Image Credit: repebble.com |
my takes on digital, branding, social media & technology plus everything else in between
I just watched Eric Migicovsky's announcement of the Pebble Index 01, and I have to say, this little gadget has me genuinely intrigued.
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| Image Credit: repebble.com |

Most brands still pump money into ads and hope traffic magically appears. It’s like paying for express shipping when the item is still sitting in your cart. AEO (Answer Engine Optimization) fixes that problem by helping your brand show up where people actually start looking today: answer engines like ChatGPT, Perplexity and Gemini.
Here are the five big reasons brands should take AEO seriously instead of throwing more budget into paid traffic.
People now begin their journey inside AI tools, not search engines. They ask AI for answers, then cross check with human reviews, then only later do they land on a brand site. If your brand doesn’t show up in that first AI-generated answer, you basically didn’t get invited to the party.
Visitors who do discover a brand through answer engines convert 4.4 times better and faster. Yes, four point four. Paid media wishes it could do that. AI search visitors tend to convert better because LLMs can equip users with all the information they need to make a decision.
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| Source: semrush.com |
That means:
• Clean HTML
• Clear headings
• Minimal JS
• Fast, stable pages
• Content sections that make sense even if AI lifts them out of context
Think of it as cleaning your house because guests might show up anytime.
AEO is powered by the questions buyers ask at every funnel stage. You’re no longer writing to please an algorithm. You’re writing to answer real people.
You need to research:
• Keyword data
• Social and forum conversations
• Chat transcripts
• Sales calls
Then build content that leads with the answer, adds depth, includes FAQs and connects back to your product naturally.
Your future customer isn’t going to scroll five paragraphs to get to the point. Neither will AI.
AI heavily references sources like Reddit, YouTube, Quora, review sites and editorial listicles - What I like to call "human-first channels". If your brand isn’t present, mentioned or endorsed in these places, there are lesser chances for you to make it into AI answers.
AEO requires feeding the right signals:
• Earned mentions on sites AI cites
• Social proof in human-first channels
• Strong editorial reviews
• Presence in best-of lists
• YouTube explainers or tutorials
If you’ve ever wished you could control the internet conversation about your brand, AEO gives you a legitimate excuse to try.
AEO isn’t guesswork. Modern AEO scorecards track visibility, share of voice, citation volume and even AI-referred demand.
Brands applying AEO have seen massive jumps in citations and leads. It’s the kind of data that makes CMOs smile and finance teams suspiciously cooperative.
Paid media will always have its place, but using ads alone is like trying to win a race with one shoe. AEO helps brands show up early in the buyer journey, stay visible in AI-generated conversations and capture higher intent traffic without endlessly inflating CPMs.
If AI is the new front door of the internet, AEO is how you get your brand on the welcome mat.
What about you? Are you already optimizing your website for AI?
I've spent the last few weeks playing around and creating AI agents on Relay.app, and honestly? It's been eye-opening. I'm no expert yet, but even fumbling through the basics has taught me something important: learning this stuff costs money. And yet, the possibilities for marketing are huge.
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| Image credit: BotSpace |
AI tutorials make everything look so simple and free.
Spoiler alert! It's not!
First, there's the subscriptions. ChatGPT is great for
brainstorming campaign ideas and mapping out content, but if you want to do
anything more serious, you need the paid version. Then there are the creative
tools like Google Veo 3, PixVerse and Kling. Whatever
you're using to generate or animate videos. Every time you render something,
tweak the resolution, or add an animation, you're burning through credits.
Want to auto-post to your social media accounts like LinkedIn
or X/Twiiter? That's another layer. You'll need to mess around with APIs and
webhooks, and sometimes that means paying for extra licenses or integration
connectors.
And here's the kicker…nothing works perfectly the first
time. You test. You break things. You test again. Each attempt eats up more
credits. The costs add up fast, and suddenly your "free learning"
project has a bill attached.
Relay.app has made this whole experiment feel more
practical. It connects AI to the actual work I do in marketing, which is where
things get interesting.
I can set up a workflow that triggers when a blog post goes
live, use AI to create different versions of copy for various channels, and add
a review step so my team can approve everything before it goes out. I can plug
in APIs to connect with a CRM or ad platforms, and build conditions that let me
segment audiences or personalize campaigns.
It's not magic. It's just automation that actually makes
sense for marketing. Instead of manually reformatting content for five
different platforms, the system does the grunt work while I focus on strategy.
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| Relay.app home console. As you can see, there are errors during my runs. |
Here are a few workflows I've put together:
Content amplification: When a new blog post publishes
(from a website of your choosing), it automatically creates posts for LinkedIn
and X with AI-generated captions tailored to each platform.
Video to post: When a YouTube video goes live, it
pulls the transcript, summarizes it, and sends me a draft post to review before
publishing.
Campaign variations: I can generate multiple copy
versions for different audience segments, ready to drop into A/B tests.
Each one costs credits. Each one takes time to set up. But
once they're running, they save me hours every week.
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| Sample of a workflow step using prompt to summarize a transcript from a YouTube video to social posting content. |
Look, not gonna lie. This isn't cheap. But for marketers,
the return is real.
You can repurpose content across platforms in minutes
instead of hours. You can segment audiences and personalize messaging without
drowning in spreadsheets. You can move faster on campaigns because you're not
bogged down in repetitive tasks.
I'm not trying to become some AI engineer here. I just want
to understand how these tools can help me do better marketing at scale. Every
workflow I build clarifies how automation can boost efficiency and results.
Learning AI costs money, sure. But it feels like I'm building something that'll give me an edge down the road. And in marketing, that edge matters.
What about you? Have you try bulding an AI Agent? Let me
know!
P/S: This is not a paid article by relay.app
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I've been using these AI for various tasks, integrating them into my workflows and tasks to see where they truly shine. Here’s a peek into my personal usage:
To give you a clearer picture of my experience across the three, here's a detailed comparison with scoring on some key areas:
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| Disclaimer: AI comparison table with scores are solely based on my personal usage and experience. |
My journey with ChatGPT, Google Gemini, and Grok has been incredibly insightful. ChatGPT continues to be a robust all-rounder, excelling in general content creation and complex queries due to its strong language capabilities and user-friendly interface. Gemini truly shines when it comes to detailed research and tasks that benefit from its seamless integration with Google's vast information ecosystem and productivity tools. Its growing multimodal capabilities are a definite plus for comprehensive marketing efforts. Grok, while having a distinct personality and real-time social media awareness, is more of a niche player for quick, trending insights, but its accuracy can be a trade-off.
The "propensity to hallucinate" is a common thread across all three, though the sources of potential misinformation vary. This underscores the critical need for human oversight and verification, regardless of which AI you're using.
Ultimately, the "winner" of the AI battle isn't fixed. It's not about one AI dominating all others. Instead, the true victor is the user. Each AI has its unique strengths and weaknesses, much like tools in a comprehensive toolbox. Your success hinges on understanding these nuances and, most importantly, crafting effective prompts that guide the AI to deliver the desired outcome. The better you understand what each AI is good at, and how to ask the right questions, the more powerful and useful your results will be.
What about you? What AI do you use as your daily go-to and why?
Google is bringing something huge to the table, and it’s called AI Mode. This isn't just a small tweak; it's a massive shift in how we all search and find stuff online. You know how you used to type something into Google and get a list of links? Well, that's changing.
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| Image credit: Google Blog |
Think of AI Mode like your super smart assistant, powered by Google's Gemini AI. Instead of just giving you links, it actually answers your questions. You can ask it complicated stuff, even chat back and forth, and it'll pull info from everywhere – text, photos, videos – to give you a complete, human-like answer right there on the search page. It’s like it’s done all the digging for you!
1. Why Your Website Might Get Fewer Traffic and Clicks
Your old SEO playbook might be outdated! This is the tough pill to swallow. If Google’s AI gives someone a full, direct answer to their question, why would they need to click your website link? They probably won’t. This means a drop in your organic click-through rates (CTR). We’re talking about "zero-click searches" becoming more common. If people aren't clicking, that's fewer eyeballs on your site, right?
2. What About Your Ad Money (PPC)?
Now, this is an interesting one. Google's not just going to leave ads out; they're putting them right into those AI answers (watch the AI Mode video above know more). That will be a new spot to be seen, which could be great, but it also means advertisers are going to fight like crazy for those prime AI-powered spots. This could push up your Cost Per Click (CPC) for the most valuable ad placements. Also, if users get their answers from the AI, they might scroll less, making traditional ads at the bottom of the page less effective. You'll need to be super smart about how you bid now.
3. Forget Optimizing Keywords, Start Thinking "Why" (Intent and semantic based)
This is where the game truly changes. Just stuffing your website with keywords isn't enough anymore. Google's AI is smart enough to understand the "why" behind your search. It’s about user intent.
Let's say someone searches for "best running shoes for flat feet." They're not just looking for words; they're looking for guidance. If your website has a detailed guide on choosing shoes and shows them where to buy, you're hitting that intent. The AI can then help them ask more questions, like "which brand is best?" – and your content needs to be ready to answer.
Or, imagine someone just types "Apple." Simple, right? But the AI, being super smart, looks at other things they've searched for recently. If they looked up "iPhone 15 reviews" or "MacBook Pro," the AI knows they mean Apple Inc. If they just searched "healthy recipes" or "fruit salad," the AI knows they mean the fruit. This is called semantic targeting – understanding the deeper meaning, not just the exact words. Your website content needs to make sense, deeply!
It’s not entirely doom and gloom. Here’s how you start preparing:
The digital game has changed. Google AI Mode isn't just coming; it's here. Adapt your strategy, focus on being truly helpful and authoritative, or risk fading into the digital background. Your move!
How do you think this will impact your brand or business?
As digital marketers, we're constantly juggling a million things. From crafting the perfect social media post to analyzing campaign performance, staying on top of how our brand is perceived online can feel like a never-ending task. Wouldn't it be great to have a quick and easy way to understand what's being said about your brand across the vast digital landscape? Enter Google Gemini's Deep Research – your new secret weapon for a quick and insightful brand pulse check.
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| Image credit: Techrdar.com/Shutterstock |
I’ve been using this tool quite a bit of late for brand research, competitive analysis and getting a sense of brand sentiment. Let me tell you, this is a game changer! Think of Gemini's Deep Research as your always-on virtual assistant, sifting through the noise online to give you a clear snapshot of your brand's performance. It's not about complex data analysis that requires a PhD, it's about getting a feel for the overall sentiment and key themes associated with your brand – whether it's on websites, social media buzzing with opinions, or even how your app (if you have one) is being received.
Why is this so valuable for us marketers? Imagine launching a new campaign for a brand. Instead of manually scrolling through countless comments and reviews, Gemini's Deep Research can quickly give you an overview of whether the initial reaction is positive, negative, or neutral. This allows for swift adjustments to your strategy if needed. Furthermore, the tool excels at uncovering key themes. Are people raving about the new flavor you just launched? Or are there concerns being raised about the delivery experience for your product orders? Gemini's Deep Research can help you identify the recurring topics and conversations surrounding your brand, highlighting what's resonating and what demands your attention. It serves as a starting point of knowing what to fix.
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| Image credit: Google Blog |
While your primary focus is your own brand, gaining a broader understanding of the market is always beneficial. You can use Gemini's Deep Research to get a general sense of how your competitors are being discussed online, providing valuable competitive insights without the need for overwhelming data. Moreover, catching a negative trend early can be a significant advantage. If there's a sudden increase in complaints about the user-friendliness of your mobile app, this tool can flag it (as it crawls through and aggregate ratings and comments on Google Play and Apple App store), enabling proactive measures before the issue escalates. Finally, knowing what your audience is talking about and their experiences can be incredibly useful for shaping your content strategy. If customers consistently praise (or complaint) on the affordability of your products on social media, this could be a powerful starting point for your next marketing campaign.
Think of Gemini's Deep Research as your initial exploration. It provides a broad overview, a feel for the online atmosphere surrounding your brand. It's not intended to replace in-depth analytics platforms, but rather to offer a quick and accessible understanding.
For example, if you're managing the online presence for a local restaurant chain like Nando's Malaysia, you could use Gemini's Deep Research to see what people are saying about their new menu item across various platforms. Are the reviews overwhelmingly positive? Are there any common criticisms regarding the spice level? This initial insight can then guide your deeper analysis and inform how you tailor your communication.
The beauty of using Gemini for this purpose lies in its intuitive design. You don't need to be a data scientist to interpret the results. It presents information in an easily digestible format, highlighting key trends and sentiments without overwhelming you with intricate charts and graphs.
In our dynamic digital landscape, staying informed about your brand's online presence is essential. Google Gemini's Deep Research presents a potent yet user-friendly method for digital marketers in Malaysia to conduct a rapid pulse check, pinpoint significant themes, and acquire valuable insights to refine their strategies. So, why not explore its capabilities and discover what it can reveal about your brand's online narrative? It might just offer the fresh perspective needed to elevate your overall marketing strategy.
What do you think? Is this a game changer?