Restartt

Co-founded Restartt to build the next-generation full-stack GTM agency for B2B SaaS. Designed to serve Series A and later-stage companies, Restartt combines strategy, execution, and experimentation to accelerate pipeline generation. With a deep focus on the acquisition growth loop, the agency helps some of the world's fastest-growing SaaS companies operationalize and scale their marketing, brand, and growth functions with speed and precision.

Co-Founder

Minuttia

Founded Minuttia from scratch and grew it into one of the most respected content marketing agencies for B2B SaaS. At its peak, the agency was doing 7 figures in ARR and employed a team of 20–25 people. We’ve worked with 40+ SaaS companies, including ServiceTitan, Toggl, Docebo, Sitecore, Guru, and NordVPN, many backed by investors like Sequoia, Accel, and Bessemer.

Founder

GrowthWaves

Created GrowthWaves to share deep, practical ideas on how B2B companies grow. The newsletter is read by operators and marketers at companies like Amazon, Spotify, Canva, HubSpot, Ahrefs, ServiceTitan, and Wix, serving over 5,000 readers and growing. All content is based on tested ideas and lessons from growing, advising, and studying SaaS companies.

Reforge

Working with Reforge to create content for their community of operators. This includes tools, templates, and webinars based on what works in B2B SaaS growth, drawn from years of experimentation and relentless execution, not theory.

Creator

Attio

Collaborating with Attio as part of their Creators Network to produce insightful, hands-on content that showcases advanced use cases and workflows in modern CRM systems. Focused on creating actionable examples and tutorials that help B2B professionals streamline their GTM processes using Attio's powerful, intuitive UI. The work emphasizes practical applications of relational databases, automation, and collaborative CRM design tailored for high-performing go-to-market teams.

RankBee.ai

Invested in RankBee.ai, a company building software that helps brands track and optimize visibility across AI models like ChatGPT, Google Gemini, Grok, and Claude. This represents a new category of marketing software—often referred to as GEO (Generative Engine Optimization). Unlike traditional SEO, GEO focuses on visibility within AI search environments, which are becoming a distinct part of the buyer journey. As AI search gains adoption, tools like RankBee are helping companies understand and improve how their brand shows up in these new search interfaces.

Angel Investor

George Chasiotis

Working directly with SaaS founders and teams on go-to-market (GTM). Also invest in early-stage SaaS companies and support them with strategic input across product, GTM, marketing, and growth. This work is grounded in firsthand experience—from scaling Minuttia to advising companies across different categories and growth stages.

GrowthMentor

Served as a growth mentor on GrowthMentor’s expert platform, advising early- to mid-stage B2B SaaS founders and marketers on growth strategy. While managing Minuttia full-time, I offered hands-on guidance in focused mentorship sessions, helping companies navigate challenges and opportunities across various GTM motions.

Growth Mentor

The SaaS SEO Show

Hosted 100+ in-depth interviews with leading figures in the SEO industry, including Rand Fishkin, Kevin Indig, and other influential voices shaping organic growth in B2B SaaS. The show attracted thousands of downloads and built a dedicated audience of SEO practitioners, growth marketers, and founders from top-tier SaaS companies worldwide. Focused on uncovering actionable insights, frameworks, and stories behind successful SEO strategies, the show became a trusted resource for those building organic growth engines in competitive markets.

Host

LearnWorlds

Advised LearnWorlds on building and scaling their organic growth engine from the ground up. Worked closely with their team to develop and implement SEO strategy, optimize content operations, and troubleshoot technical growth bottlenecks. Also provided strategic guidance on improving their acquisition growth loop, including conversion rate optimization initiatives. During this collaboration, LearnWorlds achieved over 50% growth in organic visibility, contributing to a stronger inbound pipeline and sustainable, compounding growth.

Growth Advisor

Hey there 👋

I'm George, and here's the (super) short version of my story:

- Built a 7-figure content marketing agency for SaaS companies
- Worked with 40+ leading SaaS companies such as ServiceTitan, Toggl, Docebo, Sitecore, Guru, and NordVPN
- Helped portfolio companies of renowned investors such as Sequoia, Accel, and Bessemer Ventures
- Built and managed a team of 20-25 people
- Built a newsletter on B2B growth with 5,000+ readers
- Featured in 50+ media outlets such as ProductLed, Growth Unhinged, Reforge, and Superpath
- Angel invested in 1 SaaS startup

What you'll get by following me?

- Behind the scenes of running my companies
- Actionable tips on how to grow a successful B2B company
- No-fluff advice that's based on experiments and things I try out myself

How to work with me?

1) Full-stack Growth Agency: Visit https://restartt.ai/ and request an intro call
2) Content Marketing Agency: Visit minuttia.com/lets-talk/ and submit a form request
3) Newsletter: Visit growthwaves.com and sign up for free
4) Speaking and Angel Investment Requests: Visit georgechasiotis.com and submit a form request

Semrush is getting acquired by Adobe in an all-cash deal valuing Semrush at ~$1.9B.

Adobe is paying $12.00 per share for Semrush, which is a ~77.5% premium to the last close of $6.76.

The take-private price is well above the recent $6–9 range but still below its 12-month high around $18–19, so long-term holders are selling at a discount to prior peaks.

The strategic rationale behind the acquisition:

Adobe plugs Semrush’s SEO + online visibility platform into Adobe Experience Cloud 

And that, to help brands understand visibility across search, social, and AI assistants/LLMs like ChatGPT and Gemini.

My take:

The SaaS consolidation wave that voices like Santosh Sharan have been talking about is here.

This week, SEMrush was acquired. 

Just a couple of weeks ago, Positive acquired Surfer.

And that’s only in the SEO/AEO space.

That aside, Adobe’s play here seems pretty clear:

They see the rise of AI search and want in by acquiring a company with a strong brand, a large customer base, and the tech to back it all.

Unlike the Figma deal, I don’t expect this acquisition to face regulatory scrutiny—so it’s likely to go through smoothly.

Whether this will benefit Semrush's customers remains to be seen.

For now, congrats to both Semrush and Adobe for making it happen.

Welcome to the new era of SEO.

Semrush

Adobe

Co-Founder and CEO @ ZeerAI

Positive

Surfer

Figma

Founder at Minuttia // B2B SaaS Growth // Views are my own

Don’t let anyone tell you what you can and can’t do. An example:


No Ivy League degree
Dropped out of college once
Then dropped out once more due to the fear of public speaking
Didn’t come from money
No marketing background
ex. nothing
No big logos behind me
No connections when I started
Have read the book Outliers and am not one
From a country that rarely shows up on tech radar (sorry Greece)
With broken English in the early days
No prior experience running a business
Got into marketing only when I was 27
Ran social media for bars and clubs to make ends meet
Started on Upwork for $3 per hour
Spent a couple of years as a freelancer

And yet, somehow, I figured things out. 

I didn’t build Google or Facebook.

But I’ve built a successful company, failed 4-5 others, hired people, and worked with 50+ SaaS companies.

Most importantly: I’m still hungry, and I’m still green.

If there’s one thing I’d credit, it’s ambition.

As Johnny Depp (playing George Jung in Blow) said:

“… my ambition far exceeded my talent.”

And, by the way, ambition doesn’t need permission.

You just need a reason—and I’ve got mine.

I’ve never been to India before, let alone spoken at an event there.

But as I lock in my speaking dates for 2026, I’m excited to share that I’ll be speaking at SaaS SEO Alliance 2026 in September.

The event will take place in Delhi and already has a great speaker lineup.

I’ll be speaking on day two, and organizers are expecting around 450 attendees.

If you’re based in or around Delhi, mark your calendars.

More speaking dates to be announced soon.

P.S. Thank you to Saket for the invitation 🙏

SaaS SEO Alliance

Founder of India’s 1st SaaS SEO Conference Happened on 13th Sept 2025 | CEO & Director at Digital Gratified FZ-LLC | SaaS Link Building | Helping SaaS Companies Scale their Lead Generation

I started Minuttia back in 2020. The first couple of years were slow and scrappy. But in the third year, things started picking up, and our revenue peaked in year four. Ironically, this was the year when the tide began to turn for our services and, more broadly, our industry. Years five and six (this one) have also been some of the most demanding and transformative.

Six years aren’t a lifetime, but they’re significant, especially in the context of our fast-moving and ever-changing world. In these six years, I’ve seen many people come, some people go, and a small group that chose to stay close when it mattered most.

One of the people who stayed is Zacharias Xiroudakis. We hired Zacharias as a content writer back then. He was a junior on paper, but only by title—his attitude and mindset toward work are unlike anything I’ve seen.

Throughout the years, Zacharias has worked with me on various projects. No matter what I was throwing towards him, he’d figure it out and come back with more. Ultimately, what you want as a business owner isn’t someone who just gets things done, but someone who drives things forward.

Zacharias is that kind of person. And I’m excited for his new chapter as the company’s Managing Director. 

I’ve always felt that Minuttia was one of the best content shops in SaaS. But, I also see things for what they are: after several years of racing ahead, I may not be the right person to lead the *next* phase of Minuttia’s growth.

To be clear: I’m not going anywhere. I’ll be around, rooting for the company and its great team, and focusing on what I know best: innovation and content—two areas I haven’t been able to invest enough time in for a while.

As I mentioned, the last couple of years have been intense for many of us. But lately, the signals we’re getting from both Minuttia’s clients and prospects are changing. It looks like we’re heading into a stronger 2026—even if there are still some headwinds. And I think Minuttia is very well positioned to benefit from that, especially with this team, and especially under Zach’s leadership.

Zacharias, I’m proud of you and genuinely excited to see where you take Minuttia - AEO Agency next.

Onwards.

Managing Director at Minuttia | B2B SaaS Growth

Minuttia - AEO Agency

This screenshot sums up a big problem with Reddit and UGC.

1 — You make a search on Google for “ai search trackers”
2 — One of the top results is a Reddit thread (the kind we’re all told to “trust more than brands”)
3 — You open it and see a nice “recommendations” thread that reads like a polished blog post
4 — You click any of the tools and see tracking parameters (UTMs) attached to every link

I can’t help but wonder: is there an affiliate relationship between the poster and these brands? Are they paid per click, lead, or demo? Or am I supposed to believe this is 100% neutral, and that UGC is automatically more trustworthy than anything a visible brand publishes?

Cases like this—and this is a mild one—suggest that Reddit is being heavily leveraged (and sometimes abused) by marketers, especially around SaaS recommendations.

If that’s the case, maybe platforms like Reddit—with massive volumes of UGC—should separate their feeds, as Kevin suggested in his 2026 predictions (actual UGC vs commercial/recommendation content).

Otherwise, we have to accept that UGC platforms like Reddit can be gamed, and decide whether we’re okay participating in that, or not.

Growth Advisor | Hypergrowth Partner

Elon Musk’s Grokipedia is quickly becoming one of the fastest-growing sites on the web.

And that’s despite all the changes and volatility in organic search.

Here are a few interesting observations:

1) According to SEMrush, the site brings in ~20K organic visits per month and ranks for ~49.2K keywords. Not bad for a site that barely had a footprint just a month ago.

2) Most of its visibility comes from AI Overviews, “People also ask,” and “Things to know” SERP features.

3) Grokipedia claims to have over 1M articles in its database, yet a basic Google site search shows less than half of that indexed. This indexation gap presents a major opportunity as more of the content gets picked up.

4) SEMrush gives the site an Authority Score of just 2. According to Grok, the articles are “generated entirely by me—Grok, the large language model built by xAI.” This shows that a low-authority site with fully AI-generated content can still gain visibility and grow its organic footprint quickly. Of course, the scale and quality of Grok’s output are beyond reach for most brands—but the results speak for themselves.

5) Grokipedia’s content is primarily informational—again, contradicting the SEO consensus that informational content no longer drives traffic or visibility. Clearly, that’s not what we’re seeing here.

6) One clear opportunity is to better connect Grokipedia’s traffic with Grok itself. Right now, there’s neither a clear association between Grok and Grokipedia nor any effort to funnel traffic between the two. That’s a missed opportunity—Grok could ride Grokipedia’s growing visibility to boost its own traffic and brand recognition. Something for Elon’s team to consider.

I first heard about Grokipedia a month ago on an episode of the All-In podcast. The progress since then has been impressive. I’d love to revisit the site next year to see if the upward trend continues.

Well done, Grokipedia team.

Grokipedia

I joined LinkedIn about 9 years ago and started posting shortly after. Things were slow at first, but the algorithm was much more rewarding back then, regardless of my follower count. Or the fact that I was relatively unknown, had no connections, no story to tell, and not much to share.

The first couple of years were basically trial, error, and learning. Eventually, I think I “cracked the code” and like many other creators and business owners, I started to benefit from the platform. Of course, I wasn’t always consistent—just like most people running businesses and using content as a growth lever.

All in all, LinkedIn has been good to me. I’ve generated revenue, spoken at events, gained visibility, and even made a few good friends along the way. And for that, I’m grateful.

LinkedIn has been a place where opinions meet, ideas are shared, and opportunities come out of the blue.

But lately, things look a bit different. The feed is full of irrelevant company ads, “thought leaders” boosting their posts to the wrong audiences, bragging, inaccurate information from creators with *too much* influence, and audiences that rarely push back, and spam messages from folks trying to sell anything you can imagine.

But that’s not even the worst part. Because unless you pay (read: thought leader ads) or participate in tactics like engagement pods, you often feel close to invisible on the platform.

You’ve seen the posts. People reach out to LinkedIn to ask if they’re shadowbanned. I’ve done that too, by the way. Even mega-influencers (for the context of LinkedIn) with large audiences have started complaining, which shows that this touches everyone. People are already talking about “de-risking” and “building on other platforms” to avoid keeping all their eggs in one basket.

The thing is: we put a lot of effort into this content. And most of us know our audiences really well. We obviously do it because of the incentive, which is different for every person (for me, it’s the things I mentioned above). But if the incentive isn’t there, people will look for alternatives sooner or later. Many already do.

And that’s not good for LinkedIn—or for the people who mostly consume content here—because many of the best creators will eventually move elsewhere.

I really hope the team at LinkedIn listens to its users—the people who keep the platform alive by putting in all these hours to create great content and engage here—and take action that benefits both its business and those of us who are trying to build real businesses and personal brands with the help of LinkedIn.

Creators, users, and LinkedIn all win when the best content actually has a chance to be seen.

Everyone’s talking about AI search, but what metrics should companies actually track? Here's how the team at Minuttia - AEO Agency is doing it.

We organize our report into three primary tabs:

1 — Overview

This tab gives a high-level view of how the brand performs across the core prompts defined during project setup. We track key metrics like Visibility Score, Share of Voice, and Average Position. We also include a snapshot of topic-level visibility and highlight changes between the latest and previous prompt runs.

2 — Insights

This tab includes four sections: Prompts, Platforms, Citations, and Sentiment. Prompts show brand mentions by topic, prompt, and platform. Platforms provide visibility data broken down by platform. Citations offer a snapshot of mentions across AI platforms (currently, we only track Perplexity).

Sentiment covers brand perception at the attribute level for each topic. For example, if the topic is “full-text search,” an attribute might be “Typo Tolerance & Fuzzy Matching.” We then create an evaluation prompt to stress-test the brand on that attribute across the tracked platforms. Responses are labeled as negative, neutral, positive, or mixed.

3 — Accessibility

We check the website’s robots.txt and look for an llms.txt file. We check whether the site blocks AI search crawlers (you’d be surprised how often this happens) and whether it includes an llms.txt file—supposedly helpful for AEO.

Here are the core metrics I look at when evaluating a company’s AI search performance:

1) Visibility Score
2) Share of Voice
3) Average Position (the higher the better)
4) Visibility by Topic
5) Visibility by Platform
6) Citations (Top Pages, Competitors Share, etc.)
7) Sentiment (especially negative responses)
8) Query Fanouts (not available in this report yet)

The metrics marketers rely on to communicate impact are evolving. We need new metrics and frameworks to understand how emerging channels like AEO contribute to growth. The good news is we already have the tools to make that happen.

I spoke with a Series A SaaS founder last week. Not a first-time founder. He’s been building SaaS companies since the late ‘90s.

I asked him about the toughest moments he’s faced building this company.

To be honest, I wasn’t sure what to expect. I thought he’d have it all figured out. After all, he’s been doing this for nearly 30 years, right?

And then he started talking.

He described a grueling 2-year stretch chasing product-market fit.

Pivoting the company with 3 months’ worth of runway in the bank. 

Narrowing the focus to one use case. Raising an oversubscribed round off the back of a working prototype, just before running out of cash (and time).

Then the money hit the bank, but the bank was SVB. The funds were frozen. He didn’t sleep for three nights because he couldn't process payroll. 

What I realize is that we often romanticize entrepreneurship. We think it gets easier the more you do it.

Sure, there’s some truth to that, but not in the way most people think. You’ve seen some things, you’ve made some mistakes. That helps.

But it never gets easier. 

There’s still pain, sleepless nights, and a lot of tears.

So, unless you’ve experienced something, don’t idolize it.

Entrepreneurship isn’t for everyone, despite what the hustle-porn machine wants you to believe.

I’m not writing this to scare you off, by the way.

I’m just saying: if it still feels hard, that’s because it is.

Even for the ones who’ve been doing it for 30 years.

What bothers me about most of the advice on how to win in AI search is that it’s essentially SEO, plus brand and a great product, disguised as the marketing innovation of the century. I don’t think overcomplicating things benefits anyone.

We’ve been refining our prospecting process at Minuttia.

Here’s how it currently looks:

Step 1 — Identify target accounts (Clay)
Step 2 — Identify core use cases (Clay’s Claygent)
Step 3 — Turn use cases into keywords (Ahrefs and Semrush)
Step 4 — Turn keywords into prompts (Profound and Minuttia's tool)
Step 5 — Create a prospect project in Profound (Profound)
Step 6 — Create a personalized video walkthrough (Loom)
Step 7 — Add accounts to LinkedIn outreach sequence (HeyReach.io)
Step 8 — Add new deal to CRM (Attio)

The process isn’t rocket science. But we lead with value, bring in data, and focus on things companies actually care about.

According to a survey of 195 GTM leaders:

“51% plan to increase their investment in AI search. In contrast, only 14% plan to invest more in SEO.”

As Charlie Munger said: “We’re fishing where the fish are.”

And we’re constantly iterating based on what we learn.

Of course, turning a new deal into a closed deal is its own challenge. And even after that, the pressure is on to deliver results, fast.

But I have full confidence in Minuttia - AEO Agency’s team to execute, especially under the leadership of Zacharias Xiroudakis.

Clay

Ahrefs

Profound

Loom

HeyReach.io

The content program you killed in 2023 is keeping you visible in AI search in 2025.

They told you content for search was useless in a post-Google world. And you believed them, without checking your data or doing your own research.

They convinced you to cut your content program because “it wasn’t working.” Even though it clearly was.

You pivoted to “thought leadership” and “back to basics.” Never mind that you had no distribution. Or that your idea of “basics” stopped working years ago.

It felt comfortable for a while. Until it didn’t.

Meanwhile, your content sat collecting dust because you were sure this corner of marketing wasn’t worth it anymore.

Now it’s 2025. It took two years, but I’m glad you finally see the truth:

That content program was one of the most important marketing moves you ever made. The blog posts you wrote in 2023 are still keeping you visible in Google and AI search today.

They’re sending referral traffic and generating demo requests that keep your sales folks busy.

But you’re still wondering where those demos are coming from. After all, the content program was shut down in 2023…

So it couldn’t possibly be that. Right?

CEO: “We need more qualified leads.”
Same CEO: Changes ICP every quarter based on the last 3 closed won deals.

But the marketer asking to lock ICP and messaging for at least 6 months?

“Let’s stay flexible and see what sticks.”

Tell me how to beat that.

My predictions for 2026:

1) Consolidation of SaaS

Strong M&A year: some survival plays, some opportunistic. ZIRP-era unicorns at unsustainable valuations will merge to create liquidity for investors. AI disruption is part of it, but not all.

2) Consolidation of services

The phrase here is: “the rich get richer and the poor get poorer.” Harsh, I know, but also true. I anticipate more agency M&A, further growth at the top end of the market, and many agencies and freelancers at the bottom end slowly being squeezed out.

3) Negative PR

We saw negative PR play out in 2025 in two primary forms: 1) Brands bashing competitors on Reddit to “influence LLMs” and shape buyer decisions, 2) LinkedIn beefs between SaaS founders and employees. Neither is aesthetically pleasing, nor necessary, most of the time. But I expect to see more of it as the SaaS Hunger Games intensify.

4) Influencer acquihires and audience co-owners

Already wrote about it → https://lnkd.in/d2bdK_Kr

5) Work-in-public as a marketing channel

Working in public (aka building in public) is a marketing channel. Most companies still haven’t received the memo. The ones that have are rushing to jump on the work-in-public ship—so expect to see a lot more of it in 2026. More here → https://lnkd.in/dGTXa2fQ

6) Executive ghostwriting and employee advocacy

More CEOs with “thought leader” accounts (mostly outsourced, mostly mediocre). Organic reach keeps tanking → more thought-leader ads. Employee advocacy becomes critical.

7) GTM Engineering and personalization

This year I dove deeper into GTM engineering, which stitches together tools and channels to drive growth—and there’s real value as channels get more volatile. But the “true personalization at scale” promise is mostly BS: most companies lack the in-house chops, so they’ll outsource to providers who already struggle with quality, and in-house teams wouldn’t fare much better. For mature SaaS categories with stagnant pricing and weak offers, GTM engineering won’t be the silver bullet, the tools hype—not bullish long-term.

8) Channel volatility and saturation

In 2026, channel volatility and saturation will be the biggest headache: paid, LinkedIn organic, SEO, cold outbound, webinars—everything’s getting less predictable and delivering worse results. Nothing’s dead if you nail the execution, but consistently positive ROI across channels is about to get brutally hard.

9) SEO/AEO will grow in importance

After two years of panic, marketers remember SEO still works. Content becomes sexy again. SEO + content will fuel AI search.

10) Minuttia - AEO Agency will make a comeback

Minuttia will make a comeback. We’re announcing a few changes before the year ends. Given its history and capabilities, I believe Minuttia is perfectly positioned for the market’s shift toward content-first acquisition strategies (Sorry if this one’s self-promotional.)

The future of marketing will center around visibility. We’re moving from attribution-led to influence-led models. The marketers who’ll win are the ones who can influence the customer journey and clearly communicate that impact.

While reviewing citations from ChatGPT, Perplexity, and AI Overviews for one of Minuttia - AEO Agency’s clients, I noticed something interesting.

The most frequently cited pages seem to fall into two categories:

1 — Pages that explain the company and its product capabilities. Think: buyer's guides or walkthroughs on how to complete a specific task using the product's features.

2 — Pages offering unique insights or proprietary data from customers. For example, a report focused on a market segment the company knows deeply.

Of course, this isn’t statistically significant—it’s based on a single client, not a broad dataset.

#2 isn’t exactly surprising. Proprietary data and customer insights often get cited in AI search because of their uniqueness.

But #1 is worth paying closer attention to. Even though the general notion is that you shouldn’t be overly promotional or avoid talking about yourself, talking about yourself (in the proper context) may actually drive visibility.

There are many ways to do that—buyer guides, feature-driven use cases, alternative listicles, comparison pieces, and software roundups. All ways to talk about yourself (without overdoing it).

Staying unbiased is tough, but it’s possible. And based on this example, it’s probably worth the effort. 

Again, not statistically significant. Just an observation that might help shape your content strategy in an AI-driven search world.

When it comes to LinkedIn growth, “in-house vs. outsourcing” isn’t a simple choice. It depends on...

a) your stage, 
b) your current team, 
c) and how much you can actually invest.

In my experience, the best setup is usually a mix of in-house and agency support.

Now, here’s the important part: If you work with an agency, don’t treat them as a simple execution shop that just follows your instructions.

Instead, they should be both a strategic brain and an execution engine.

You want them to bring strategy, fresh insight from multiple accounts, and playbooks you don’t have in-house.

At the same time, they should handle execution so your team isn’t buried in content calendars, briefs, and reporting.

So the best setup isn’t an “either–or.”
 
It’s using your in-house team for what only they can do—and an agency for what they can do better and faster.

We were on a call with a client a few days ago to review the results of our work.

We had:

- Top 10 rankings for key Google search terms
- Visibility in AI search for several relevant prompts
- Visibility in AI Overviews for many high-intent queries
- Organic impressions trending up
- Organic traffic steadily growing

All good, until our client asked...

“Things have changed. Shouldn’t we rethink what success looks like?”

… Minuttia - AEO Agency’s team didn’t have a good answer.

Things have changed a lot in the last 3 years. (Since the launch of ChatGPT in November 2022.)

Which means many of the success metrics and signals we relied on no longer serve us.

We need new ways to understand—and win in—this ever-changing, increasingly complex landscape.

Just the other day, I posted:

“The future of marketing will center around visibility. We’re moving from attribution-led to influence-led models. The marketers who’ll win are the ones who can influence the customer journey and clearly communicate that impact.”

But even that isn’t really helpful. 

It points in the right direction—but we still need something more practical.

Something that serves both our clients *and* us.

Because half the battle is equipping our internal champions with the right metrics—and the arguments to back them—so they can secure buy-in, and we can go crush those metrics.

I built a small tool that turns keywords into high-quality AI prompts.

Sure, plenty of AI trackers already do this (just not very well).

So I built something custom for Minuttia - AEO Agency’s team and clients.

The logic is simple. You plug in:

a) The keywords you want to generate prompts for
b) Your website for context
c) The number of prompts you want to generate per keyword (max. 5)
d) A description of your brand
e) A short description of your target audience

Every prompt gets a search-intent label, based on Minuttia’s internal intent framework.

You can copy all prompts—or just the best ones—and start tracking right away.

No “comment to get the link” for this one.

You can take it for a spin here: https://lnkd.in/d28zAJCt

(Please don’t burn all my Lovable credits and engage so that more people can find it 🙏)

Lovable

I’m genuinely impressed by Parallel’s search API. (no affiliation)

So much so, we built an internal tool on top of it.

Here’s how it works:

1 — Add a topic you’re interested in (e.g., OKRs)
2 — Describe what you're looking for (in plain language)
3 — Parallel Web Systems finds the most relevant and recent sources
4 — Sources are qualified using one of OpenAI’s older, cheaper models
5 — You get a curated list of sources to use in your content

Building tools on top of high-quality APIs—with flexible, pay-as-you-go pricing instead of overpriced subscriptions—is how modern applications will be built.

It makes work more enjoyable and productive, while keeping costs down—always tied to usage, which is a solid proxy for customer value.

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