LLM For Marketing – Avoid Headless AI
By now, if you spend a significant amount of time working online, you would have already subscribed to at least 4 x different LLMs (Large Language Models), which you utilise as your own personal assistants for not only mundane tasks, but now for innovation, design, fact finding, process automation and even entry-level coding.
Here are some of the more popular LLMs.
- ChatGPT
- Gemini
- Copilot
- Perplexity
- Claude
- DeepSeek
Depending on the task that you need to achieve it is imperative that you use the right app to perform the task at hand. While this may sound obvious, looking at the image of this post, you can see that things aren’t always rosy when using AI tools, and that an eye for detail (or missing heads) is fundamental to achieve accuracy and consistency, which can be associated with images, finances or specific references that you will quote further down the line.
Do not take anything at face value. Check and double-check that the information provided aligns with and meets your full expectations, especially if you plan to disseminate your newfound knowledge. If you are working on your business Branding, an error could leave you red-faced, so consider a robust verification process prior to anything being published online or on your website.
Why Agencies & staff still matter…
Where AI LLMs are revolutionary in so many ways, remember that human intervention and the process of overseeing, reviewing and signing off work is still fundamental to successful marketing, branding and knowledge sharing.
At Maple Forest, we embrace technology and use LLMs as tools to hone in on your brand’s growth potential, while we strive to perfect and improve our expertise in the online digital marketing arena.



