Search has evolved: how AI visibility works for a Canadian business

01Where discovery happens now

A decade ago, being found meant ranking in ten blue links. Today the same customer might see a map card, an AI-written summary with three cited sources, a chat answer with links, or a voice reply. The table lists the surfaces that matter for a Canadian business and what each one needs from you.

02What Google says about AI Overviews and AI Mode

Google's documentation on AI features in Search states that AI Overviews and AI Mode use the core Search index and ranking systems, and that there are no special requirements beyond standard SEO best practices. Read plainly, that means there is no separate 'AI SEO' to buy for Google. If your pages are crawlable, well structured and genuinely useful, they are eligible; if they are not, no extra file or tag makes them so.

It also means AI visibility on Google is not a separate campaign. It is the same work, done with more attention to clarity: definitions, tables, methodology, and business information that is identical everywhere it appears.

03What ChatGPT search needs from your site

OpenAI documents separate crawlers. OAI-SearchBot is used for ChatGPT search results and linking to sites; GPTBot crawls content that may be used for training; ChatGPT-User handles user-initiated actions. Each is controlled separately in robots.txt. The practical point for visibility is that blocking OAI-SearchBot removes you from ChatGPT search, while GPTBot is a separate decision about training that has no bearing on whether you appear in answers. The crawler guide has robots.txt examples.

04What 'optimize the business for discovery' means

The phrase is deliberate. You are not optimizing a page for an algorithm; you are making the business itself easy to identify, verify and describe, wherever the description is being written.

• Entity clarity: the same legal name, address, phone, categories and description on the website, Google Business Profile, Bing Places and every directory.
• Citable content: pages that define terms, publish tables and explain methodology, because summarizers quote what is clear and skip what is vague.
• Crawler policy: an explicit robots.txt that allows the search crawlers you want, including OAI-SearchBot, and states your training decision separately.
• Structured data: Organization, LocalBusiness, Service and FAQ markup that matches the visible page, without expecting rich results that no longer exist.
• Fast discovery: sitemaps in Search Console and Bing Webmaster Tools, and IndexNow for updates.
• Proof: reviews, real project pages and named people, because a source that looks like a real business is easier to trust and to cite.

05What does not work

A market has grown up around AI visibility, and some of what it sells is either harmless and useless or actively counterproductive.

• An llms.txt file does not improve Google rankings. Google's documentation names no such requirement; its AI features use the standard index. Publishing one is harmless, expecting results from it is not.
• No special AI schema guarantees citations. Structured data helps machines understand a page; it does not buy a place in an answer.
• Stuffing pages with 'AI search' phrases. Summarizers reward clarity, not keywords.
• Blocking every bot to protect content. If OAI-SearchBot cannot fetch a page, ChatGPT search cannot cite it.
• Expecting FAQ rich results. Google removed the general FAQ rich result in 2023; FAQs remain useful for readers and summarizers, not as a snippet trick.
• Buying citations or reviews. Both violate platform policies, and both are visible to the systems you are trying to impress.

06What Redenn does, and what it does not promise

Redenn's Search + AI Foundation (CA$299 one-time) covers the Local Search Foundation plus entity clarity, a crawler policy for AI search engines, IndexNow and citable content structure. The Search + AI Visibility plan (from CA$699 per month) adds ongoing entity and business-information consistency, citable content each month, and AI referral and generative-visibility reporting where it can be measured.

What it does not promise is a citation, a ranking or a number of AI referrals. Those depend on systems that Google, OpenAI, Microsoft and Perplexity control and change. What it promises is that the business is as discoverable as the work can make it, and that the report tells you what happened.

07Limitations

Honesty about limits is part of the method.

• Measurement of AI referrals is partial; some surfaces send no referrer and cannot be attributed.
• Surfaces change: features, crawler names and policies move without notice.
• Some categories rarely appear in AI answers at all; for many trades the map results still decide.
• None of this substitutes for answering the phone.