How People Find Businesses Has Changed — Again
For the last 20 years, finding a local business meant a Google search. You optimized for Google: keywords, backlinks, page speed, local listings. If your SEO was good, you appeared in the top results. If someone was looking for what you offered in Edmonton or Red Deer or Grande Prairie, they found you.
That model has not gone away. But a parallel discovery channel has emerged — and for an increasing share of high-intent queries, it is becoming the first stop. Someone looking for a supplier, a contractor, a professional service, a product recommendation, or a local business starts not with Google but with a question to ChatGPT, Perplexity, or Gemini. They ask in plain English. They get a synthesized answer that names specific businesses, explains why, and sometimes links directly.
Perplexity AI processed over 2 billion searches in Q1 2026 — the majority with local or business intent. A significant fraction resulted in a direct recommendation. ChatGPT's search-enabled mode now handles business recommendation queries without requiring any additional tools. The businesses named in those responses were not randomly selected.
The question for any Alberta small business is not whether this channel matters. It is whether your business appears in it — and if not, why not, and what to do.
What Drives AI Recommendations
AI platforms synthesize recommendations from several overlapping sources. Understanding them is the first step to influencing them.
Why Alberta Small Businesses Have First-Mover Advantage Right Now
AI platform optimization — AEO, GEO, WebMCP readiness — is where SEO was in 2003. Businesses that understood early that Google rewarded structured, crawlable, authoritative content built advantages that compounded for a decade. Businesses that waited were playing catch-up against entrenched competition.
The AI-recommendation layer is earlier in that cycle. Most Alberta small businesses have not audited their AI visibility. Most have not implemented structured data beyond the basics. Most have not considered how their Google Business Profile, their review velocity, or their content depth is interpreted by AI systems synthesizing recommendations.
The businesses that move now will be the ones AI platforms cite confidently and consistently. The businesses that wait will find that the recommendation layer has already settled around their competitors.
- An Edmonton contractor has 60 Google reviews averaging 4.8 stars, a complete GBP with photos and updated service descriptions, and a website with structured data. When someone asks Perplexity for a reliable contractor in Edmonton, that contractor is named.
- A Red Deer professional service firm has a website last updated in 2022, 11 reviews, and no Schema.org markup. When the same query is run, the firm does not appear — despite having more experience and better client outcomes than the firm that does.
- A Grande Prairie retail business has implemented llms.txt, structured product data, and maintains a live Google Business Profile. When AI agents browse for local product availability in their category, the business's inventory is queryable and cited directly.
The AI Blind Spot Audit: Understanding Your Current Visibility
Before investing in AI-platform optimization, you need to know where you actually stand. That is the purpose of the AI Blind Spot Audit — Spencer Morley Consulting's entry-point service for Alberta small businesses.
The audit runs 30–50 structured queries across ChatGPT, Perplexity, and Gemini covering your business category, your location, and the specific queries your prospective customers are most likely to use. It captures what AI platforms currently say about your business, what they say about your competitors, and where the gaps are.
The audit delivers: a full gap analysis, an AI Visibility Report, 60-minute debrief call with Jordan Morley, and before/after screenshots showing exactly how you appear (or don't appear) across platforms. It is the recommended starting point for every small business client — because the optimization decisions that follow are only valuable if they address the right gaps.
Frequently Asked Questions
If we already rank well on Google, are we fine?
Not necessarily. Google ranking and AI platform discoverability share some signals (reviews, business profile completeness, content quality) but diverge on others. AI platforms specifically weight structured data markup, content explicitness, and entity consistency in ways that traditional SEO optimization does not address. Ranking well on Google is a good foundation but is not a substitute for AI-specific discoverability optimization.
How long does it take to see results?
AI platform visibility changes faster than traditional SEO — some signals (Google Business Profile updates, structured data additions) can affect AI recommendations within weeks. Review velocity is a longer play: the difference between 20 and 80 reviews takes time to build, but the compounding effect is significant. Most clients who implement structured changes from their audit report measurable improvement in AI visibility within 60–90 days.
What is WebMCP and why does it matter for my business?
WebMCP (Model Context Protocol) is an Anthropic-developed standard that allows AI agents to query structured data sources directly — including business information, product catalogs, availability, and pricing. For businesses, WebMCP-readiness means AI agents can accurately represent your business without inference from unstructured web content. First-mover advantage is available now: the majority of Alberta small businesses have not yet implemented it, which means early movers will be consistently cited while competitors are not yet visible to AI agents using MCP queries.
Is this just for businesses in Edmonton?
No — Spencer Morley Consulting's small business AI track serves Alberta-wide. The AI Blind Spot Audit, WebMCP Readiness Assessment, and AI Presence & Reputation services are all delivered remotely and are as relevant for a business in Lethbridge, Grande Prairie, or Red Deer as for one in Edmonton.