UpTrajectory Review

MarTech's recurring feature, in which the site's own AI answers marketing questions, takes on the question every small business owner is quietly panicking about: how to stay findable when customers stop clicking links and start asking ChatGPT, Perplexity, or Google Gemini for answers directly. The MarTechBot's answer is a solid primer on what the industry is now calling Generative Engine Optimization, or GEO, and the available text covers the technical half of its response in real detail. The framing is useful even if the delivery is a bit self-referential: a publication covering marketing AI demonstrating its own AI tool on the most urgent question in the field.

For a small business operator, the stakes here are not abstract. If a potential customer asks an AI assistant for the best plumber in your town or whether your software integrates with QuickBooks, the answer they get may never mention you at all, regardless of how well you rank on Google. The MarTechBot's guidance on robots.txt is immediately actionable and genuinely underappreciated: there is a meaningful difference between blocking training crawlers like GPTBot, which prevents your content from being absorbed into a model's weights, and allowing real-time search crawlers like PerplexityBot, which lets your site be cited in live answers. Many small business sites block everything by default or allow everything by default, and both are mistakes.

The structured data and RAG chunking advice is also more practical than it sounds. Schema markup, which most small business sites either skip or implement sloppily, is how AI systems understand that your page is about a specific product, service, or location rather than a wall of unstructured text. The recommendation to keep paragraphs concise and logically headed so that retrieval systems can cleanly extract and cite them is essentially a writing discipline, not a technical requirement, and it costs nothing to implement. The site performance point is cut off in the excerpt but is standard and well-established.

Where we are somewhat skeptical is in the framing that GEO replaces SEO. For most small businesses, the realistic posture is both, and the article's own advice about crawlability and structured data is largely an extension of technical SEO best practices rather than a clean break from them. The genuinely contested question the piece does not address, at least in the available text, is how much traffic AI answers will actually divert from traditional search versus how much they will simply change what visibility means. Small business owners should also know that citation in AI answers is far less controllable than ranking on a search results page, and no amount of optimization guarantees inclusion.

What to watch next is whether the major AI platforms begin offering any kind of verified business listing or structured submission mechanism analogous to Google Business Profile, which would give small operators a more direct lever than hoping a crawler finds and cites them correctly. In the meantime, the practical steps are clear: audit your robots.txt to confirm you are not inadvertently blocking real-time AI crawlers, implement or clean up your Schema.org markup, and restructure your key service and product pages so that each section answers a specific question in a self-contained paragraph. Those three changes are cheap, fast, and put you ahead of most competitors who have not thought about this yet.

“Maintaining brand visibility across conversational and generative answer engines requires shifting from traditional keyword-centric search engine optimization to Generative Engine Optimization (GEO).” — MarTech

Takeaway: Audit your robots.txt today to ensure AI search crawlers like PerplexityBot and ChatGPT-User can access your site, and add Schema.org markup so AI systems can understand and cite your content.