Navigating AI discovery and Answer Engine Marketing in 2026

Graham Hansell, FCIM, recently hosted a CIM webinar on reaching people through AI discovery in 2026. Answer Engine marketing (AEM) has become a very popular topic recently, but during the webinar, he cut through the hype to understand how traditional SEO has evolved. 

With over 60% of searches now ending without a click-through, users are increasingly bypassing webpages and relying on Agentic AI that navigates the web on their behalf. During the webinar, Hansell told attendees that if your content is not structured for ingestion by LLMs, your brand is effectively invisible to the growing AI user. 

AI discovery is a new and emerging field, and marketers have lots of questions. In this article, Hansell answers some of the most popular questions from the webinar. 

Q: How will ChatGPT introducing ads impact discovery marketing, especially for SMEs?

A: The launch of ChatGPT ads marks an expansion of paid options in digital marketing. OpenAI initiated advertising tests in the US on January 16, 2026. However, initial reports indicate that OpenAI is positioning this inventory as a premium brand level offering, implementing a minimum commitment of $200,000 for advertisers.

Furthermore, the pricing model is structured around a Cost Per Mille (CPM) baseline of approximately $60 per 1,000 impressions. While this is significantly higher than traditional programmatic networks, this premium is justified by the "collapsed funnel" of generative AI. Users execute deep research and final decision making within a single conversational. Securing a position here means entering the focused decision making process for someone, so a very "lean forward" intentional experience, rather than the "lean back" thumb scrolling of social media.

For SMEs priced out of this initial tier, the landscape will evolve. As performance data stabilizes throughout 2026, Cost Per Click (CPC) options are projected to emerge. The is rumoured talks with The Trade Desk as a Performance Marketing Ad Tech supplier to OpenAI. In the meantime, early movers will likely see a major advantage simply due to the novelty of reaching this audience. Until self service options open up, SMEs must double down on organic Answer Engine Optimization (AEO) to secure visibility.

Q: In traditional SEO, we rely on clicks and sessions. What are the new KPIs for measuring success?

A: Answer engines often answer queries directly on the results page, B2B organisations are seeing organic traffic drop by up to 80%. But the traffic that does click through from AI agents has exceptionally high intent, with conversion rates frequently increasing by two to four times.

To measure success in this environment, organisations must adopt new KPIs:

• Share of AI Conversation (Visibility %): This measures how frequently your brand is mentioned compared to competitors across various prompt types in major LLMs.
• Citation Authority: Tracking whether AI models cite specific URL-level content or just  mention your brand.
• Server-Side Log Analysis: Client-side tracking pixels are often blocked, so marketers must analyse raw server logs to identify specific AI User-Agents (like GPTBot or ClaudeBot) to see what content bots are crawling and extracting.

Q: Will AI platforms become "zero-click" marketplaces, and does this spell the end for brand websites?

A: We are absolutely moving toward "agentic commerce," where AI agents shift from simply answering questions to executing autonomous tasks, like negotiating and purchasing. Both Google and OpenAI have recently launched new e-commerce protocols (UCP and ACP) designed to connect AI directly to "merchants of record" (the retailer), effectively attempting to move the checkout process into the AI chat interface. But the take up of these services as still very early in development, people need to trust these new interfaces before giving them a credit card to just "go shopping"!

This does not mean the end of the brand website. While the website as a simple "brochure" is dying, websites are transitioning into vital transactional infrastructures and deep relationship hubs. Your website must now serve a two purposes:

• providing an interactive, human experience that AI cannot replicate
• serving as a clean, machine-readable data feed for AI bots.

Q: We’ve heard that Cloudflare and Shopify automatically block AI bots. How do we fix this to ensure we are visible?

A: This is a critical issue under the umbrella of Generative Engine Optimisation (GEO). Cloudflare recently introduced default configurations that allow administrators to block AI bots. If your site blocks these bots, you become entirely invisible to Answer Engines.

• For Cloudflare Users: You need to navigate to your settings and adjust the "AI Crawl Control" functions to ensure the blocking option is turned off for legitimate AI crawlers. Cloudflare also utilises an innovative honeypot called "AI Labyrinth," which redirects aggressive, unauthorised scrapers into a maze of dummy pages to waste their resources without impacting your site.
• For Shopify Users: This is more complex, and you will need to edit the robots.txt in Shopfiy theme. 

Q: With AI writing content and synthesising search results, how do we ensure the validity of our content and avoid the "echo chamber"?

A: When marketers use AI to write content and consumers use AI to read it, it could create a closed loop "echo chamber". To stand out, brands must pivot heavily toward creating primary data, proprietary frameworks, and human verified subject matter experts.

AI models inherently favour high volume, accessible sources, sometimes even inadvertently amplifying sponsored media over paywalled premium journalism. To combat this, you must demonstrate real-world human experience, the second "E" in the E-E-A-T acronym. Because AI does not have "lived experience".  So "making it real" in your content is your strongest differentiator. Investing in unique video of real people or interactive real world virtual tours, creates assets that AI must cite rather than hallucinate.

Q: For a team with a limited budget and resources, where is the best place to start with AEO?

A: For a Lean Team, start with the data you already own rather than immediately purchasing expensive AEO tools subscriptions.

1. Google Search Console and Bing Webmaster Tools: Google shares AI Overviews and AI Mode data in Search Console (just hides it), so start there. Bing Webmaster Tools now has an AI Performance report for Copilot, which is a starting point for more insights, especially in B2B.
2. Check GA4: Go into your acquisition traffic report in Google Analytics 4, type in "ChatGPT," and see if you are already receiving AI traffic.
3. Identify High-Performing Pages: Look at the landing page report to see exactly which pages AI users are engaging with.
4. Map the Conversation: Use free accounts options on AnswerThePublic.com or AlsoAsked.com to start to see conversational prompts your audience may use, and ensure your content directly answers those questions.

Still have questions about Answer Engine Marketing? CIM’s AEM training course explores the emerging field and focuses on how marketers can optimise content for AI-powered platforms, including Google AI Overviews, Bing Copilot, Perplexity and ChatGPT.