So research, competitive analysis, and integrating what the client has said all fall by the wayside. They are done fifteen minutes before or after the meeting, by whoever happens to have free time, if at all. Cracks are starting to appear. Every time a client has to get information from an agency or quickly deliver something that the agency (rightly or wrongly) expects to already know, it causes retention to erode.
Key Fix: Never Appear Empty
Clients hate a blank page (or whiteboard) as much as anyone. Agencies should treat content ideas as a core deliverable, not a prep job. So, make sure you bring strong, market-dividing ideas to the table:
- What is new about the client and competitors? New features, integrations, contributions?
- What is changing in the industry? New problems, successes, challenges, regulations?
- How does the client think or work differently? In other words, how does everyone else get it wrong?
- What do industry experts say? How does the client’s perspective reinforce or contradict conventional wisdom?
Agencies cannot rely on the client to act as their conduit for the broader client world. Agencies must enter this world independently and connect internal facts (characteristics, ideas, knowledge) with external developments to advance the vision of content from powerful, relevant angles. AI can act as a connector.
AI Content Strategy: What AI Should Really Do Within the Enterprise
Most AI content strategies treat AI as an execution layer, when it works best as a source layer.
But, as we have said, a typical LLM has no bleeding edge information, sees citations, and works on the same data as another agency. That’s what leads to a sea of similarities: AI slop. Everyone uses the same tools and instructions with no different source material.
We built Chatter to act as a resource layer, keeping abreast of industry developments and engaging in lively discussions about the latest developments. That way, sellers can always be the first to know and shorten the timeline to get to the perfect idea.
EEAT Still Succeeding: Why Thought Leadership Pays More Than It Used To Be
When we talk about powerful content, the passion for thought leadership is back in fashion because it pays off in a way that was attractive last year.
Because thought leadership content comes from a specific person with a specific authority, it carries high trust signals that AI and LLM search engines use to generate relevant results. Publishing thought leadership content at a regular cadence teaches AI programs that the thought leader owns a particular subject.
The resulting Generic AI, understandable to anyone and belonging to a human, does not carry much weight.
Step by Step: How to Get Ideas Your Clients Can’t Get on ChatGPT
Content intelligence ensures that the agency is the first to know, and the first to know what it is saying. This means staying up-to-date on news, developments, and ideas from thought leaders at all times, continuously, to create a continuous flow of content ideas the client can’t find anywhere else. By having the right angle for the next client call, agencies can deepen trust and stay on track quickly.
Step 1: Use Listening to Mine Existing Trending Content Posts
Every marketer wants a place where real conversations happen. Where do useful ideas come from?
Traditional channels broadcast the conversation to you through industry publications, competitor content, RSS feeds, investor updates, newsletters, and more. But increasingly, marketers are challenged to go out and find the unfiltered places where real problems and ideas really reside.
This is social listening in its truest form: not idle tracking, but live angle mining conversations.
The problem is, finding the most valuable ideas takes a ton of legwork. You have to check the internet, babysit media, spend AI tokens on research, set up multiple RSS feeds, and find time to do concrete work.
Find the most important places to connect. Sometimes the client can give you good guidance here, sometimes not so much. Make it part of your onboarding process to quickly dig into the right channels. Tell the client what you find and they can give you more context.
Pro tip: You can use Chatter to monitor industry updates and what competitors are actually posting about. Set up a news feed for each client, and Chatter will collect and tag stories from industry sources and voices, all in a central hub. Over time, Chatter learns what types of stories are most important to you, so your feed becomes even more inspiring.
Step 2: Identify the Signal and Right Angles
The more you go in, the more options you have to choose from: potential titles, upgrades, and general progress. These are the signs. The fewer options you have, the more forced you are to make chicken salad out of chicken… well, you get it.
To see the right signal you have to know your client. High-impact content thrives by standing out. It doesn’t do anything to say what everyone else is saying, and the agency benefits from keeping the outline the same as writing. Focus on how your client’s idea or product stands out. What can your client say that no one else can?
- What does your client have big ideas about? What does the client think everyone else is doing wrong or thinking about in the wrong way? What is the general narrative missing?
- How is your client competitive and different? What features do they offer and what approach or philosophy do those features combine? What is happening inside the business?
This is where the magic of marketing can happen. Once you factor this into the industry research and competitor intel you’ve already obtained (see Step 1), you can identify gaps, name an industry problem, and present an idea to start.
Pro tip: By providing your services, keywords, people, publishers of choice, and your competitors on Chatter, it will find content and industry conversations that you or your customers may not already know!
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Image created by Chatter, July 2026.
Step 3: Repurpose your content across formats
A compelling angle, by definition, gives you enough meat to stretch it into three to five formats, like a LinkedIn post, a newsletter, a short answer, and an outbound email, for example, without diminishing the impact.
In this model, good intelligence breeds strong ideas, and strong ideas breed strong distribution.
But five formats mean five blank pages to fill out. Here the agencies face a loss. One person writing five formats takes a long time, while a team writing them together creates the risk of inconsistency. Let’s face it, most marketing teams can spend weeks analyzing content alone. By the time it sees the light of day, competitors have staked their claim in the debate and the news cycle has moved on.
Pro tip: Conversation keeps your momentum going. Chatter’s content wizard lets you choose which stories you want to flag as relevant to your opinion, then directly translates your opinion into the format of your choice. This not only reduces the time for drafting, it also allows you to try out the content in many ways and choose the most suitable.
Step 4: Schedule it in Your Content Calendar
Now you have momentum. With an idea divided into several formats, you can spread the publication over several weeks to get more eyes on your angle and create a better opportunity to engage with the conversation.
Step 5: Measure Content Performance to See What Happened
Measuring content performance across formats shows you what’s arrived and what’s left; some content will override others. Therefore, preparing various formats and topics gives you a very rich tapestry of engagement to see what is successful and what lags, so you know where to start next time.
For an agency, this closes the feedback loop and finds the next client conversation, pitch, or content plan.
Step 6: Clean and Repeat for each client
Repeating this manual process for each client can be a hassle, but (Pro Tip!) you can use Chatter to keep an eye on all of your clients’ industries at once. If you add them as a product in Chatter, you can add them as users, pass comments, and even participate in comments.
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Image created by Chatter, July 2026.
Pitfalls You Should Plan For
While this all sounds clean and stable in theory, it can be a complete mess in practice. Content intelligence can be a full-time job for an in-house marketing team, let alone an agency that gathers intelligence for multiple clients.
Often, content, or marketing intelligence, depends on who happened to see what, when they saw it, and whether they remembered to tell the rest of the team.
Be aware of how much work needs to be done before the content is written. Marketing teams are using AI in the draft stage and they’re asking themselves, “Why is this still so hard? Why is it taking so long?”
It’s because the work above the frame is messy, disorganized, and automated. And the more upstream you can improve, the more ripples of that new energy cascade down the entire chain of processes. In other words, framing is easier if the idea is strong, current, and clear. AI platforms like Chatter address this reality by providing a central hub of channels where ideas originate, complete with feeds that learn what content to flag and the ability to neatly differentiate between clients.
Agencies that nail content intelligence can go into their Monday morning meetings with plenty of things to say.
Agencies Will Still Be Here In 2028
Agencies that lose out on retainers don’t lose out on the wrong AI stack. They lose because what they charge is cheap, and they haven’t replaced something that the client can’t get elsewhere. Knowing things and proving them in every communication is something.
The agencies that win will treat industry intelligence as infrastructure, not a late-Friday activity. If content intelligence is ongoing and organized, the agency can stay ahead of the conversation and join the client in the moment. That’s what justifies the relationship and the cost.
