Agentic AI & LLMS.txt: Does Google Penalize AI Content?

Listeners submitted three questions that keep coming up right now. Here are direct answers to all three.

What Is Agentic AI and How Does It Affect SEO and Photography?

Agentic AI refers to AI systems that take autonomous action on your behalf rather than simply responding to prompts. An agentic AI does not wait to be asked. It receives a goal, goes out into the world, and executes tasks without checking in at each step.

This is different from how most people currently use tools like ChatGPT or Claude, where you provide a prompt and receive a response. With agentic AI, you hand off the decision-making for individual actions entirely.

Google has introduced the term in the context of shopping and search, using examples like a system that finds dresses in your style and shows you a video of how they look on you. That is a useful demonstration, but it understates what agentic AI is capable of in practice.

More illustrative examples: an AI agent given access to a brokerage account that makes stock trades autonomously, or one assigned to coach someone through starting a business, directing every action from accommodations to income strategy. In both cases, the agent executes without asking for approval at each step.

Why You Should Not Over-Rely on Agentic AI

The pattern that shows up consistently with agentic AI is that it handles execution reasonably well, then stumbles badly on proportion and nuance. One documented example: an AI business coach correctly identified that its client should stay in low-cost housing early on, then booked a $2,000-per-night penthouse suite as a reward for modest early progress. There was no middle ground considered.

Agentic AI removes drudgery well. It is poorly suited to replace creative and strategic judgment. For photographers and other creative professionals, the creative decisions that define your work remain yours to make.

The person who learns to use AI as an assistant will win. The person who becomes fully reliant on AI to make decisions will find themselves way ahead for a while, and then one day way behind.

Is an LLMS.txt File Worth Having on Your Website?

An LLMS.txt file is to AI bots roughly what a sitemap is to Google. It is a structured file on your website that helps AI systems understand and navigate your content.

Many website owners who installed LLMS.txt files early are noticing that AI crawlers are not accessing the file as often as expected. This matches a broader industry trend, and the reason is straightforward.

AI systems do not crawl the web continuously the way Google does. An AI would only pull from a file on your website if someone asked a question that specifically required information from your site. That is a much narrower trigger than Google's ongoing index crawl.

The recommendation is to keep the file in place. Creating an LLMS.txt takes about 30 minutes. The downside of having one is essentially zero. Some developers have reported seeing immediate AI bot activity after installing one. Think of where we are right now like the VHS and Betamax era: no one knows which approaches will matter most yet, and the cost of being prepared is low.

Will Google Penalize Your Site for Using AI-Written Content?

Google's official position is no. Google does not penalize sites for having AI-generated content. What Google penalizes is low quality content, regardless of how it was produced.

The connection between AI and low quality content is indirect. AI given no specific direction pulls from what already exists online, repackages it, and produces content that adds nothing new. That content lacks a unique perspective and is likely to underperform in search.

Google has also run extensive testing to identify AI-generated content. The goal is not automatic demotion. Content identified as fully AI-generated gets flagged for closer evaluation, which means more scrutiny, not an immediate penalty. Still, accumulating red flags is not a good strategy.

Research from Semrush and other SEO data companies consistently shows that content ranking well in Google tends to be a mix: written by a person and assisted by AI. That combination produces content with stronger structure and grammar while preserving the expertise and perspective that makes content worth reading.

The practical takeaway is to treat AI as a writing partner. You bring the expertise, the experience, and the point of view. AI helps you express it clearly. The story is always yours.