In an era dominated by AI chatbots, a website's relevance increases. These AI systems don't create information; they crawl the web to find it. Your site serves as the foundational data source, making a well-structured, up-to-date digital presence critical for discoverability and accurate representation by AI.

For a true AI-native product, extremely high margins might indicate it isn't using enough AI, as inference has real costs. Founders should price for adoption, believing model costs will fall, and plan to build strong margins later through sophisticated, usage-based pricing tiers rather than optimizing prematurely.

Use interactive 'self-selection' tools on your website that guide prospects to the best solution for them, even if it's not yours. By occasionally recommending a competitor or different product type, you establish your brand as the most trusted and honest resource in the space.

Every buyer, regardless of industry, researches five core topics before engaging with a company. Businesses that openly address questions about cost, potential problems, comparisons, honest reviews, and what's 'best' will dominate their market by building trust and capturing traffic.

To set your price, ask clients what they would do if your service didn't exist. Their answer, like hiring a full-time employee, reveals the 'replacement value.' This figure provides a concrete benchmark for your pricing and uncovers powerful marketing language.

Instacart's AI-driven personalized pricing created a PR crisis because it directly conflicts with the grocery industry's core value proposition of low, consistent prices. This was especially damaging during a period of high inflation, making the company appear exploitative in a price-sensitive market.

Gatekeepers like Zillow charge referral fees. Future AI platforms will be more ruthless, calculating your exact profit margin and charging just below it for a lead. The only defense is to build a strong, independent brand that attracts customers directly, making you less reliant on these future tollbooths.

While most businesses hide pricing, adding an interactive pricing estimator tool is one of the most effective lead generation tactics. It addresses the buyer's first question ('how much will this cost?') and can dramatically increase lead volume from the day it is implemented.

The rise of AI agents means website traffic will increasingly be non-human. B2B marketers must rethink their playbooks to optimize for how AI models interpret and surface their content, a practice emerging as "AI Engine Optimization" (AEO), as agents become the primary researchers.