Interview
From SEO to Agent-Led Growth: Profound's James Cadwallader
- Marketing teams using agents are expected to transition from a competitive advantage to a mandatory requirement, with failure predicted for those who do not adopt them immediately.
- AI agents and LLMs will enable marketing strategies previously impossible, shifting the paradigm from "blue link search" to "probabilistic AI responses" where agents replace consumers in buying decisions.
- Agents will utilize a "far more... wide" long tail of the internet compared to the traditional top five links, with ChatGPT already referencing approximately 65 web pages per query, a volume expected to grow as inference costs decline and Moore's Law continues.
- Content strategies must evolve to be discovered and consumed entirely by agents, potentially creating material that is never consumed by humans, particularly for high-consideration categories like consumer electronics, auto cars, and white goods.
- Significant platform divergence is anticipated regarding recommendation sources, with Gemini prioritizing YouTube, ChatGPT favoring Reddit and LinkedIn, and Claude updating to rely more heavily on real-time information.
- Marketers are advised to provide "original insight" rather than relying on comparative listicles, as super-intelligent agents trained on the entire internet already possess existing product data and may move toward "first principle reasoning" to avoid "paths of least resistance."
- A "dead internet outcome" is a possibility within the next three years if human incentives to publish content diminish to zero due to agents consuming content without generating ad clicks.
- In the absence of editorial content incentives, AI labs are predicted to vertically integrate with social media networks, with Meta currently leading the effort to keep social platforms human and OpenAI potentially acquiring Reddit to secure real-time human data.
- Generative advertising in conversational interfaces is forecast to become the most effective advertising form ever due to high personalization, potentially delivered via "system prompts" where marketers explicitly define target demographics and conversation triggers.
- Marketing relationships with agents will differ from human interactions because, while humans demand objectivity, agents themselves must remain "objective and unswayable."
- In-house marketing agents, such as those built by Profound, are expected to operate daily in real time, a frequency described as "every day" compared to the "once a quarter" cadence of human execution.