AI Citations for Ontario Contractors: Branded vs. Non-Branded

Non-branded AI citations are the clearest signal that a contractor's website is being chosen by AI platforms to answer general homeowner questions — not just queries that already name the business. A new Microsoft Clarity update, released on August 3, 2026, now lets you see exactly how many of your citations fall into each bucket, and that changes how Ontario contractors should think about their online presence.

What Microsoft Clarity's Branded vs. Non-Branded Update Actually Does

Microsoft Clarity added a branded/non-branded segmentation to its AI Citations dashboard on August 3, 2026. The distinction sounds technical but the logic is simple:

The August 3 update also applied this branded/non-branded filter across the full Citations dashboard, including the Share of Authority breakdown, so you can see how your authority compares to competitors on both query types simultaneously. The Search Engine Journal coverage describes this as the third citation-side release from the Clarity team in roughly 25 days, following Topic Insights (July 9) and Query Topics beta (July 22).

Why Non-Branded Citations Matter More for Discovery

If you run a roofing company in Ottawa or an HVAC business in Toronto, the homeowners you most need to reach are the ones who don't know your name yet. They're typing general questions into an AI assistant and trusting the answer they get back.

That's top-of-funnel traffic — and it's exactly what non-branded citations measure. A growing non-branded citation count means AI platforms are selecting your content as a credible, authoritative answer to category-level questions. A flat or declining count means you're invisible to that audience.

Branded citations still matter — they tell you whether your reputation holds up when someone is already researching you specifically. But for growth, non-branded is the number to watch.

The Clarity team puts it plainly: the segmentation exists because the two query types represent fundamentally different stages of the customer journey. Mixing them together was masking where real discovery was (or wasn't) happening.

What Clarity's Citations Dashboard Actually Covers — and What It Doesn't

Before acting on this data, Ontario contractors and the marketers who work with them should understand the scope of what Clarity measures.

Clarity's Citations dashboard primarily tracks citations on Microsoft AI surfaces: Copilot, Bing AI, and ChatGPT when it draws on Bing's index. It does not directly measure citations on ChatGPT's own web browsing, Google AI Overviews, Gemini, or Perplexity. As one detailed AEO guide notes, the data is a useful directional sample — not a complete picture of your AI visibility across all platforms.

That's not a reason to ignore it. Microsoft's AI surfaces represent a meaningful share of how Canadians research home services. And the methodology — tracking grounding queries, the internal retrieval phrases an AI generates before fetching web content — gives you insight that standard SEO keyword tools simply don't capture. As Aivo's breakdown explains, grounding queries often differ significantly from the original user question and from the keywords you'd optimise for in traditional SEO.

Think of Clarity's Citations data as your best available first-party window into AI-driven traffic, with the understanding that the full picture is wider than what any single tool currently shows.

How to Get Set Up (It's Free)

Clarity Citations reached general availability on May 13, 2026, and the feature costs nothing. There's no traffic minimum, no CDN requirement, and no server-side integration. You need:

That's it. Once those two steps are done, Clarity begins populating your Citations dashboard. The branded/non-branded segmentation then applies automatically across all the data Clarity has collected.

For Ontario contractors who already have Google Search Console set up — which most businesses running any kind of SEO campaign will — domain verification is usually a matter of minutes.

What Ontario Contractors Should Do With This Data

The branded/non-branded split gives you a concrete way to measure whether your content strategy is working for AI discoverability. Here's how to use it practically:

Check your non-branded citation trend first. If it's growing, your content is being selected for general homeowner questions — keep doing what's working. If it's flat or falling, that's a signal to revisit the content on your site.

Look at the topics driving non-branded citations. The Topic Insights feature (released July 9, 2026) shows you which subject areas are generating citations. For an electrician in Mississauga or a general contractor in Brampton, those topics might be permit requirements, project timelines, or seasonal maintenance advice — exactly the kind of plain-English, locally grounded content that AI platforms tend to surface.

Write content that answers category questions, not just branded ones. AI platforms cite content that directly and clearly answers a question. A page titled "How much does panel replacement cost in Ontario?" written in plain language, with local context, will outperform a generic service page in non-branded citations. The Ontario cost guides on ProScore are a good model for the kind of structure AI platforms tend to favour.

Don't confuse Share of Authority with citation count. Share of Authority tells you how often your domain is cited relative to others on similar queries. A contractor with a modest citation count but a high Share of Authority on a specific topic may be better positioned than one with more total citations spread thinly.

Treat the data as directional, not definitive. Because Clarity covers Microsoft surfaces and not the full AI ecosystem, use it alongside other signals: organic traffic trends, Google Search Console performance, and the volume of inbound calls or form fills that can't be attributed to a specific keyword.

What This Means for Trust Signals in an AI-First World

There's a deeper shift here that Ontario contractors should understand. AI platforms don't just pull any website — they favour sources they assess as authoritative and trustworthy. That assessment draws on signals similar to what search engines have always used: consistent business information, verified credentials, genuine customer sentiment, and transparent business practices.

That's exactly why platforms like ProScore exist. The ProScore Trust Index blends a contractor's reputation, verified credentials, customer sentiment, and business transparency into a single score — the same kinds of signals that help AI platforms decide whose content to cite. Contractors with strong, verified profiles are better positioned to earn non-branded citations because the underlying trust signals are already in place.

If you're an Ontario contractor who hasn't claimed your ProScore profile yet, this is a good moment to do it. A complete, verified profile strengthens the trust signals that matter both to homeowners searching the traditional way and to AI platforms deciding whose content to surface. You can list your business on ProScore and start building that foundation today.

For homeowners, the takeaway is similar: when an AI assistant recommends a contractor, it's drawing on whatever signals it can find. A contractor with verified credentials, consistent reviews, and a transparent public profile is more likely to be recommended — and more likely to deserve it. When you're ready to hire, cross-reference any AI recommendation against a platform that actually verifies what it shows you. You can search Ontario contractors on ProScore to see how any business scores on the Trust Index.

FAQ

What is the difference between branded and non-branded AI citations?

Branded citations occur when an AI platform cites your content in response to a query that names your business specifically. Non-branded citations occur when the AI cites your content to answer a general category question — such as "best HVAC contractor in Hamilton" — where the user has no prior awareness of your business. Non-branded citations are the primary indicator of top-of-funnel AI discoverability.

How do I access the branded vs. non-branded split in Microsoft Clarity?

Install the standard Microsoft Clarity tracking snippet on your website and verify your domain through Bing Webmaster Tools or Google Search Console. Once set up, the Citations dashboard — which reached general availability on May 13, 2026 — will show the branded/non-branded segmentation automatically. The feature is free with no traffic minimum required.

Does Microsoft Clarity track AI citations from Google AI Overviews or ChatGPT?

Clarity's Citations dashboard primarily covers Microsoft AI surfaces: Copilot, Bing AI, and ChatGPT when it uses Bing's index. It does not directly measure citations from Google AI Overviews, Gemini, or ChatGPT's own web browsing. Treat Clarity's data as a useful directional signal, not a complete view of your AI visibility across all platforms.