Notes on AI marketing, brand strategy, and content engineering.

Content marketing strategy

Using Jev from TypeSafe for marketing: what it actually does and where it fits

Jev is TypeSafe's new decision model, and it can't generate a single word of marketing copy. That's exactly why marketing teams are using it to fix the routing and filtering problems generative LLMs were never built for.

6 min read

AI content operations

AI agents moved onto your desktop this week

Perplexity brought its local agent to Windows and Meta put Muse on the Mac. What that means for a one-person content operation, how to try it safely, and the rest of the week in AI.

5 min read

Content marketing strategy

How to illustrate a blog post so the illustration earns its place

Generated images made production cheap, which moved the whole problem upstream: nobody stops to ask whether an image explains anything when it costs 20 seconds. Here is the method for planning, briefing, making and publishing blog illustrations that carry real explanatory weight.

10 min read

Content marketing strategy

The ultimate guide to what AI models to use for what

No model wins everything any more. Here is what to use for code, writing, images, video, audio, and high-volume work in September 2026, with real per-token and per-second pricing, the expiry dates attached to it, and the routing pattern that cuts the bill without cutting quality.

14 min read

AI content tools

Top 30 content marketing skills you need if you have Claude

Agent skills give Claude the frameworks a marketer carries in their head, installed with one command and reused in every session. Here are 30 worth having, grouped by job, with install counts from skills.sh and an honest note on what they cannot do for you.

11 min read

AI content tools

What is a headless CMS, and why your AI-native site needs one

A headless CMS keeps your content as structured data and hands it over through an API, with no website attached. That separation is what lets an agent read and update your posts safely, and it comes with a setup bill worth knowing about first.

6 min read

AI content tools

CMS for Vercel websites: what to use when Vercel hosts the site but not the words

Vercel runs your builds and serves your pages, it holds none of your words. Here is how to choose what sits behind the frontend, from markdown in the repo to a headless CMS, and why the wiring is the easy half.

6 min read

AI content tools

CMS for AI-native website: the ultimate guide for 2026 and 2027

AI content tools

CMS to use with V0 website: how to pick one when you're not a developer

Choosing a CMS for a V0-built site comes down to how you'll actually manage content, not which API is technically cleanest. Here's how to pick one that fits a non-technical workflow.

6 min read

AI visibility

Profound alternatives: the best tools for AI visibility tracking in 2026

Profound is powerful but priced for enterprise budgets, so smaller teams need a different shortlist. Here's how the best Profound alternatives stack up, and why Contengi earns the top spot for small businesses and solo founders.

5 min read

AI content tools

Airops alternatives: 7 tools worth comparing in 2026 (and where Contengi fits)

AirOps is powerful but built for teams with budget and engineering time. Here's how it stacks up against seven alternatives, and why small teams and solo founders usually land somewhere else entirely.

6 min read

AI content tools

Contengi vs RankPill: 30 articles a month against articles you would put your name to

AI content tools

Contengi vs Jasper: a marketing suite against a publishing pipeline

AI content tools

Contengi vs AirOps: build the workflow or use the one already built

AirOps gives you a workflow builder and meters it by tasks. Contengi ships one workflow already built at a flat fee. Which one fits depends on whether anyone on your team maintains workflows.

5 min read

AI content tools

Contengi vs Profound: one measures AI visibility, the other writes the content

Profound measures how AI answer engines describe your brand. Contengi writes and ships the content. A straight comparison of what each one does, what they cost, and when running both makes sense.

5 min read

AI content tools

Claude website CMS: where your content lives after Claude Code builds the site

AI content tools

What Claude's watermark means for your content

Since August 2026 the newest Claude models mark their own output. No hidden characters, no user ID, no way for a competitor to check. A plain-English read on how the watermark works and where it goes thin.

4 min read

AI content tools

How to remove a Claude watermark (and why it's harder than deleting metadata)

There's no tag to delete. Claude's watermark is a statistical pattern in the text itself - which is why metadata strippers fail, and what works instead.

AI content tools

Top AI content marketing tools small teams must try in 2026

On-brand AI content

How to use transcripts for content: turn every recording into a content engine

Transcripts are the raw material sitting in your recordings right now. Here's how to turn them into blog posts, social snippets and SEO copy without transcribing anything by hand.

5 min read

AI visibility

LLM tracking: what it actually means to monitor your content in AI answers

LLM tracking isn't a dashboard you buy, it's a habit of checking whether your content shows up in AI answers and changing what you publish when it doesn't. Here's how solo founders and small teams actually run that loop.

5 min read

AI content tools

Best LLM for content writing in 2026: Claude Sonnet, self-hosted models and what actually works

Claude Sonnet is the sharpest LLM for content writing right now, but the real answer depends on your budget, your data and whether you're willing to run a model yourself.

5 min read

Content marketing strategy

What is a marketing generalist, and why the role is having its moment

A marketing generalist works across the full spread of marketing rather than specialising in one channel. AI has quietly made that breadth more valuable, not less, which is why the role is back in demand.

6 min read

On-brand AI content

Does AI content hurt SEO? What actually gets penalised in 2026

Google doesn't care whether a human or an AI wrote your content, it cares whether the content is any good. Here's the real line between AI content that ranks and AI content that quietly tanks.

5 min read

AI content operations

What ai-native go to market actually means for a team of one

AI-native go to market gets pitched as autonomous sales agents and unified enterprise stacks, but for a solo founder or small team, it's really about building one coherent content and distribution engine that runs without a headcount budget.

5 min read

AI content operations

AI transformation in marketing: what it actually means in 2026

AI transformation in marketing means something different depending on your budget and team size. It's a spectrum from custom enterprise builds to plug-and-play tools, and where you land shapes everything about how your marketing operates.

6 min read

AI content operations

How every business will rebuild around agentic AI in the next 24 months

Agentic AI is moving faster than any of us have planned for. Over the next 18 to 24 months, it becomes a baseline expectation - built into how companies hire, how they operate, and how they spend. Every business will shift, to some level. What separates them is how far along the spectrum they end up

11 min read

AI content operations

AI-native culture: the biggest unlock right now

The thing blocking companies from becoming truly AI-native is the absence of a clear mandate from the top. Senior leaders - smart, capable people who see exactly what AI can do for their operations - are sitting with the tools, the appetite, and a front-row view of competitors scaling programmes and

3 min read

AI content operations

AaaS explained: what agent as a service actually means for marketing in 2026

AaaS means you get a worker that finishes the job, not another dashboard to babysit. Here's what agent as a service actually means for marketing teams of one, and where the enterprise version of this story leaves smaller operators out.

5 min read

Content marketing strategy

Content strategy for founders: how to build a system that runs without you

A solo founder does not need a content team to ship content that looks like they have one. They need a system, and this is how to build it.

6 min read

On-brand AI content

How to maintain brand voice with AI (without checking every piece yourself)

The dropdown approach to AI brand voice breaks the moment you scale. Here's what it takes to encode your voice into a system that holds without someone manually reviewing every output.

6 min read

AI content operations

Content workflow automation in 2026: what it actually means for small operators

Content workflow automation in 2026 means a sequence of AI agents running brief to publish without you touching it between steps. Here's what that looks like when it's built for operators, not enterprise teams.

5 min read

AI content operations

Agentic content operations: what it means when you're a team of one

Agentic content operations is the practice of running your content workflow through AI systems that plan, execute, and iterate without you prompting every step. Here's what that looks like when you're doing it solo.

6 min read

Content marketing strategy

What is an AI-native content marketer (and are you one)?

An AI-native content marketer designs and operates content workflows built on agentic AI - owning the system end-to-end, from strategy to distribution. This is what separates them from someone who just uses AI to write faster.

5 min read

AI content tools

Best AI tools for LinkedIn content in 2026

Five tools dominate the conversation around AI-assisted LinkedIn content in 2026 - but which one you actually need depends on what you're trying to ship. Here's the honest breakdown.

6 min read

AI content operations

Inside Backbase's blog agent: the exact workflow behind 100% organic traffic growth

Backbase built an AI content workflow that runs in 12 minutes and doubled organic traffic in eight months. Here is every step, and why each one matters.

7 min read

AI content operations

AI-native culture starts with a mandate, not a tool

Every company wants to be AI-native. Very few have made the decision that actually gets them there. The blocker isn't the tools - it's the absence of a strategic mandate from the top.

7 min read

AI content operations

Top content operating systems in 2026: the right one depends on your size

A content operating system is the infrastructure that connects your creation, distribution, and repurposing into one joined-up workflow. Which platform belongs in that role depends entirely on your team size, technical appetite, and budget.

6 min read

AI content tools

Claude skills for content marketing: what they are and why the web chat version is holding you back

Claude skills are reusable instruction sets that let AI agents handle specific content tasks without being re-prompted every time. The catch is that the real power only shows up when those skills are wired into a proper agentic workflow - not a chat window.

6 min read

Content marketing strategy

5 reasons to get your CEO posting on LinkedIn

A CEO who posts on LinkedIn consistently does something no company page can do - they make the business feel human. Here's why that matters commercially.

5 min read

AI visibility

Why LinkedIn matters for SEO and AEO in 2026

LinkedIn has become the most-cited domain for professional queries across AI platforms, but the format question is where solo founders get it wrong. Here's what the data says about Posts, Pulse, and AI citation eligibility.

7 min read

AI content tools

AI content repurposing tools and workflows: what actually works in 2026

AI content repurposing tools promise to turn one asset into dozens. This guide cuts through the noise and shows you what a working repurposing workflow actually looks like.

6 min read

AI content operations

How to build a content system that runs without you hovering over it

A content system that runs without you is built on constraints, not creativity. Here are the failure modes that kill most small-business content workflows before they ever get going.

6 min read

Content engineering

Content engineering skills for non-technical marketers: what to learn, what to skip

Content engineering sounds technical by design, but the skills that move the needle for non-technical marketers have nothing to do with code. Here is exactly what to build, and what to ignore.

7 min read

Content marketing strategy

The Google update that made LinkedIn articles worth taking seriously

Google likes ranking LinkedIn articles. That's been true for a while, but the received wisdom held that backlink quality from Pulse didn't do much for your actual brand or website. So the collective shrug was understandable. The collective response was to file it under "nice to have" distribution an

3 min read

AI content tools

The best blogs, courses and newsletters for AI in content marketing

There are hundreds of resources covering AI in content marketing. Most of them are great for reading and terrible for doing. Here's the shortlist that actually changes how you work.

6 min read

Content marketing strategy

LinkedIn pulse is broken for SEO and posts are winning instead

LinkedIn Pulse articles peaked at 33 million monthly Google visits in March 2024 and collapsed to 3.6 million by March 2026. If your LinkedIn content strategy still centres on long-form articles for SEO, the ground shifted under you months ago.

6 min read

Content marketing strategy

The job of the modern content marketer is changing

My job looks pretty different to what it did two years ago. Same title, same team, same broad remit - strategy, narrative, CEO and CMO alignment, PR, social, ABM support, quality bar, team performance. But at least 60% of my time goes toward building agentic workflows. Content engineering is what we

3 min read

AI visibility

Top tools for LLM brand tracking in 2026 (and what they actually cost)

LLM brand tracking tools range from enterprise platforms charging thousands a month to pay-as-you-go options that do the same job for a fraction of the price. Here's what each tool actually does and who it's built for.

6 min read

Content engineering

How to set up your content engineer CV

A content engineer CV needs to show systems thinking, not just writing credits. Here's how to set it up so it reflects what the role actually involves in 2026.

5 min read

Content engineering

The content engineer's role in automating refresh workflows

A content engineer builds the systems that keep published content from going stale - automatically surfacing what needs updating, generating briefs, and closing the loop on performance. Here's how the role works in practice.

5 min read

AI content tools

AI content tool: what to look for and how to choose the right one

The AI content tool market is loud, crowded, and full of tools that promise a lot and deliver varying results. This guide cuts through the noise so you can make a sharper decision.

6 min read

AI visibility

The state of SEO in 2026: what's changed, what still works, and what your operation needs to look like now

SEO in 2026 still works - but the playbook that got you here won't carry you forward. This is what the landscape actually looks like, and what a modern content operation needs to do about it.

7 min read

AI visibility

How to audit your content to fix AI answer gaps where your brand is omitted

When AI assistants answer your customers' questions and your brand isn't named, the problem lives in your content. Here's how to audit and close those gaps with a process that actually holds.

5 min read

AI visibility

How to monitor if AI tools describe your brand positively or negatively

AI platforms are describing your brand to potential customers right now, without you in the room. Here is how to find out what they are actually saying - and what to do about it.

5 min read

Content engineering

How to choose a content engineering tool (without wasting months finding out the hard way)

Choosing a content engineering tool is easier when you know what you're actually buying. This guide cuts through the noise and shows you what to look for.

6 min read

AI content tools

Claude Fable 5 for content marketing: what it actually changes

Claude Fable 5 launched on 9 June 2026 as Anthropic's most capable generally available model. For content marketers, the practical question is what it actually unlocks - and how to use it without an engineering degree.

6 min read

AI content operations

AI content team workflows: what the role actually looks like now

The content leader's job has shifted from managing output to building the systems that produce it. Here's what AI content team workflows look like when you're inside one.

6 min read

On-brand AI content

Why your AI still writes slop (and the fix isn't better prompts)

AI slop keeps coming back because people are patching a systems problem with prompt tricks. Here's the structural fix that actually holds.

5 min read

AI content tools

Claude API vs Claude chat for marketing: what you're actually missing

Claude chat is a solid starting point for marketers, but it's a conversation tool, not a content system. Here's what the API actually unlocks, explained without the developer jargon.

7 min read

Content marketing strategy

What my content team looks like in 2026

We had ClaudeCode running, the repo was set up, and we genuinely believed that once the team saw how powerful this was, they'd be in. Some of them were. Plenty weren't - because plenty of the team didn't want to build in a terminal environment, and that reality changed how I think about content engi

5 min read

Content engineering

What is a content engineer and what skills does the role require?

A content engineer designs and operates the systems that produce, distribute, and govern content at scale. The role looks very different in 2026 than it did three years ago.

6 min read

Content engineering

Content engineering trends 2026: what's actually happening and what it takes to keep up

Content engineering in 2026 has moved well past prompt writing and basic automation. Here's what the leading trends are and what separates the teams actually running them from the ones just reading about them.

6 min read

On-brand AI content

How to set up a brand knowledge base for AI: what goes where and why it matters

A brand knowledge base for AI is not a document dump - it is a curated strategy layer that every agent reads before it writes a word. Get the structure right and the output follows.

7 min read

AI content operations

How to build a content operating system using Claude Code

Building a content operating system in Claude Code means wiring together a brand knowledge base, reusable content skills, and scheduled routines so your content runs like a system, not a series of one-off conversations.

6 min read

AI visibility

We fixed what 22 years of internet history said about our brand - in four months

The conversation right now is almost entirely about share of voice. Which LLMs mention you, how often, and with what sentiment. That's a reasonable starting point, but the harder question is what happens when you're already winning that game. At Backbase , we had already won that game. 75% share of

4 min read

AI visibility

When should I start SEO as a startup

The ROI from SEO takes 12-18 months to materialise, which means the best time to start was yesterday. Here's how to get moving without a big budget or a full content team.

5 min read

AI visibility

Why your brand never shows up when people ask ChatGPT about your industry

If your brand never shows up when someone asks ChatGPT about your industry, it's a content and credibility signal problem - not a paid placement one. Here's what's actually driving it.

6 min read

Content engineering

How to become a content engineer (without starting from scratch)

Content engineering is reshaping how marketing teams are built and paid. Here's what the role actually involves, and how to make the transition without needing a technical background.

7 min read

AI content tools

Top CMS for websites built with Claude (2026)

If you built your site with Claude, your CMS choice depends entirely on your stack. Here is every option worth considering, from Webflow to fully headless - and why the no-CMS setup is now the most practical path for solo founders.

6 min read

On-brand AI content

Stop asking what AI can do: start asking what humans can do now that they could not do before

There's a point in every content leader's career where the job stops being about writing and starts being about architecture. I hit that point, and it changed how I think about everything from org structure to what "grunt work" even means anymore. AI is more consistent than any roomful of humans pro

6 min read

On-brand AI content

The non-commodity content playbook: how to force your AI to write what no one else is saying

AI made commodity content the easiest path for anyone with a keyboard - hand a model a keyword, it scans the internet, blends what it finds, and spits out a hundred-and-first version of an article that already exists in a hundred forms. Google noticed, and they don't like slop, so now they are bring

8 min read

AI visibility

LLM brand accuracy: why being mentioned is not enough

Every GEO guide tells you how to get mentioned by LLMs. Almost none of them tell you what to do when the LLM gets you wrong.

7 min read

AI content operations

Everyone is building towards each other: how AI agency workflow automation works in the gaps

The most interesting AI agency workflow automation is not happening inside single platforms - it is happening in the gaps between them. A live conversation with a PR agency shows exactly what that looks like.

7 min read

AI visibility

How to track brand mentions on LLMs (and what the data actually shows)

Tracking brand mentions across AI platforms sounds straightforward until you realise there is only one method that works, and it costs more than most guides admit. Here is the full picture.

8 min read

Content marketing strategy

10 lessons from 10 years of leading content

Ten years running content functions, not just creating content. Here's what a decade in the trenches actually teaches you - the stuff that doesn't make it into the frameworks.

5 min read

On-brand AI content

Why our content workflow isn't a commodity - and what that means for your output

If your content brief starts from a Google search, your output starts from consensus. Here's the workflow that changes that.

5 min read

AI content operations

AI content marketing systems thinking: why tools aren't the strategy

AI doesn't fix a broken content strategy - it just makes the chaos move faster. Here's how to think about content as a connected system, not a production line.

4 min read

On-brand AI content

How to make non-commodity SEO content that doesn't suck

Non-commodity SEO content is content that contains original value competitors can't copy and AI can't summarise away. Here's how to actually build it.

5 min read

AI content tools

Personal AI tools used at work: what's really happening and what to do about it

The majority of employees are already using personal AI tools for work - on their own subscriptions, outside your systems, with zero brand oversight. Here's what's driving it and what the smartest teams are doing instead.

5 min read

On-brand AI content

The human in the loop - and why writers won't be replaced anytime soon

Ever watched a movie and then think to yourself it was average, then you go onto IMDB or Rotten Tomatoes or social media to find that it got flying reviews and people are raving about it. Then wonder to yourself if you missed something? Just because people with average taste rate an average movie hi

5 min read

AI content tools

AI blog writer tools: what they actually do well (and where you still have to show up)

AI blog writer tools save real time on first drafts and structure. The part they haven't solved is your voice - and that's still entirely on you.

4 min read

Content marketing strategy

Content marketing in the age of AI: how to actually structure for it

AI didn't just change how content gets made - it changed what a content team needs to look like. Here's how to restructure for it without burning everything down.

5 min read

On-brand AI content

8 sources for non-commodity content

The teams producing standout content in 2026 have one thing in common: better ingredients. Here are eight source types that are hard to replicate and harder to commoditise.

7 min read

Content engineering

I'm killing the content manager role. Here's what I'm hiring instead.

I've managed content teams for over a decade - briefed writers, managed calendars, reviewed drafts, pushed things through approval chains, published, measured, reported, and started the whole cycle again. The content manager role lived in spreadsheets and editorial calendars and spent half the week

5 min read

AI visibility

Page 2 is dead. For LLMs, it never existed.

For years, the SEO conversation centred on climbing the ladder. Position 5 to position 3. Position 3 to position 1. Every incremental rank gain meant a measurable click increase, and you could plot it on a nice, smooth curve. The gradient was predictable. It rewarded persistence. LLM citation doesn'

6 min read

AI visibility

What 3,323 LLM responses taught us about how AI talks about your brand

I spent the last month tracking how six AI platforms - ChatGPT, Claude, Gemini, Perplexity, Google AI Mode, and Google AI Overview - respond when someone asks about a brand, across 125 prompts and 3,323 real, scored responses. AI visibility works nothing like the LinkedIn playbook suggests. What hap

17 min read

On-brand AI content

Non-commodity content: what it is and how to actually make it

Most content fails before a word gets written. The problem is the brief, not the draft - and here's how to fix it at the source.

5 min read

On-brand AI content

What is non-commodity content strategy - and why your rankings depend on it now

Google's Danny Sullivan drew a clear line between commodity and non-commodity content at Toronto 2026. Here's what that distinction means for your content strategy - and how to fix the brief before you fix the writing.

6 min read

AI content operations

7 agentic content workflows to explore in 2026

Most content on agentic workflows is written for engineers. This is for the content team deploying them - seven real workflows that remove the admin quietly killing your operation.

5 min read

On-brand AI content

How to create on-brand content with AI (without it sounding like every other brand)

Generic AI output is trained on everything, which means it sounds like nothing in particular. Here's how to change that.

5 min read

AI content tools

The best AI platforms for on-brand content (and how to actually choose one)

Most AI platform roundups list tools and move on. This one starts with what 'on-brand' actually requires from a platform - then shows you which tools deliver it.

5 min read

Content engineering

Top content engineering agencies in 2026 (and how to actually pick one)

A ranked list of the top content engineering agencies in 2026, with the selection criteria and red flags that most roundups leave out.

5 min read

Content engineering

Content engineer job description: what the role actually involves in 2026

Most content engineer job descriptions are either too technical or too vague. Here's what the role actually involves in 2026, and a template companies can use.

7 min read

Content marketing strategy

What running a content team looked like 10 years ago - and what it looks like now

About 12 years ago, I ran a content operation that looked like most content operations at the time. A room of writers. An SEO lead feeding them keyword briefs. Templates, workflows, a publishing policy, someone to handle distribution. If you wanted ten blogs a week, you hired ten writers. If you wan

3 min read

Content engineering

7 signs you actually need a content engineer consultant (not just another content hire)

More content hires won't fix a broken content system. Here's how to tell when you actually need a content engineer consultant instead.

5 min read

AI content operations

What is a content operating system (and why yours is probably broken)

Most content teams have tools. What they lack is a connected system. Here's what a content operating system actually is and why the difference matters.

4 min read

Content engineering

From content manager to content engineer: here's how you actually make the shift

The gap between content management and content engineering isn't technical - it's structural. Here's how to make the shift without becoming a developer.

5 min read

Content engineering

The best content engineering tools (by what they actually do)

Most tool lists organise by name. This one organises by function - planning, production, distribution, and optimisation - so you can build a stack that actually works as a system.

5 min read

AI content tools

The best AI content tools in 2026 (matched to what you're actually making)

Most AI tools lists organise by brand name and leave you to figure out fit yourself. This one doesn't - every pick is matched to a specific content type and workflow stage.

4 min read

Content marketing strategy

Content marketing statistics 2026: what the numbers actually mean

Anyone can list 180 content marketing statistics. This post does something more useful - takes five genuinely telling data points from 2025-2026 research and draws a single clear argument about where content investment is heading.

5 min read

AI visibility

You can't edit what AI says about your brand. Here's what you can do instead.

Most brands treat AI misrepresentation as a reputation problem. It's a publishing problem. Here's how to fix the inputs AI uses to form its answer about you.

6 min read

Content engineering

What is content engineering? (And why it's the missing layer in most content strategies)

Content engineering is the discipline that turns content from a pile of documents into a structured, scalable system. Here's what it means in practice - and why most teams need it now.

5 min read

AI visibility

How to build an agent-friendly website (before your competitors figure it out)

AI agents don't experience your website the way humans do. Here's what that means for your content, your markup, and your visibility in 2026.

5 min read

AI visibility

Why LLM tracking is so expensive (and what you're actually paying for)

Every LLM brand tracking tool uses the same underlying method. Here's why that method is expensive, what the real cost drivers are, and how to think about whether you need it.

5 min read

Content engineering

Content engineer vs content manager vs content strategist: what actually separates them

Most teams hire the wrong content role because the titles sound interchangeable. They are not. Here is what separates a content manager, content strategist, and content engineer - and why the distinction matters more than ever.

5 min read

Content engineering

What does a content engineer actually do? (It's not what you'd expect)

The title is new. The work underneath it isn't. Here's what a content engineer actually does - and why it's becoming the most valuable role in content.

5 min read

AI visibility

Answer engine optimisation for small business: how to get mentioned by LLMs

LLMs are becoming the first stop for buying decisions. Here is how small businesses get mentioned in AI-generated answers - without a content team or a domain authority of 80.

6 min read

Content engineering

Content engineer salaries in 2026: what the numbers actually mean

Content engineer salaries in 2026 span a wider range than most sources admit. Here's what the numbers actually reflect - and what they mean if you're thinking about making the move.

5 min read

AI content tools

The best AI content creation platforms for small businesses (that won't eat your budget or your afternoon)

Not every AI content tool is built for the person running the whole operation solo. Here is how the best platforms stack up when budget and time are both limited.

5 min read

Content marketing strategy

The state of content marketing 2026: every stat that actually matters (in one place)

Every major 2026 content marketing report, distilled and editorialized. The numbers without the noise - and what each one means for how you work.

5 min read

AI visibility

How LLM reporting and tracking works. Here's the full breakdown.

Everyone is rushing to get their brand into LLM responses. But how do you actually track it? There is only one method. And at scale, it's expensive to run.

5 min read

Content marketing strategy

How to set up a content marketing team that actually produces (not just exists)

Most content marketing teams are structured around org charts rather than output. This guide argues the opposite - define what you need to ship first, then build the team around that.

5 min read

AI content operations

Agentic AI content workflows for small business: a plain-English guide

Most explainers on agentic AI assume you can code. This one doesn't. Here's what agentic content workflows actually look like for a solo founder trying to publish consistently.

5 min read

On-brand AI content

YouTube transcript hack: playbook for content systems

YouTube transcripts are the most underused raw material in AI content. Here is exactly how to grab them, transform them, and build a repeatable system around them.

5 min read

Content engineering

What is a content engineer? 7 skills that define the role

Content engineering is not content marketing with a fancier job title. Here are the 7 skills that actually define the role - and what they mean for the way you build content systems.

5 min read

AI content operations

Agentic content explained: what it is, how it works, and why it matters for solo founders

Agentic content is the gap between what AI can do and what most people can actually access. Here is what it means in practice, and why it is more relevant to solo founders than the jargon suggests.

4 min read