How Bob's Your Uncle Went from Invisible to #1 in ChatGPT for Toronto's Most Competitive Agency Prompts

The Opportunity

Bob's Your Uncle has built a career out of dethroning category leaders. Launched a category with Mike's Hard Lemonade. Scaled Popeyes Canada from 20 restaurants to over 400. Reframed plant-based eating with Gardein.

But the CMOs and founders that Bob wants to work with are now starting their agency search by asking ChatGPT or Perplexity — typing in prompts like "best advertising agencies in Canada for food brands," "best agency for challenger brand," "top independent creative agencies Toronto."

In early 2026, Bob's Your Uncle was virtually invisible in those answers. The big network shops were being cited. So were directories. The agency built to dethrone category kings was, in the most important new search channel, the underdog.

The Solution

The team started by mapping the prompts most likely to drive new business, by client category, geography, and buyer intent, growing the set from about two dozen prompts to 55 over the engagement. ChatFeatured tracked visibility for each across ChatGPT, Gemini, Google AI, Perplexity, Copilot, and Grok, surfacing exactly which competitors were getting cited where Bob's Your Uncle wasn't.

Using ChatFeatured's source analysis, the platform identified the types of sources that answer engines pulled from for those specific prompts, and built focused content mapped to fill the gaps. Content impact tracking closed the loop in real time, so they were able to measure attribution specifically from content generated by ChatFeatured.

The Results

AI visibility tripled from 7% to 22% of AI answers across tracked prompts within 90 days, measured on ChatGPT, Gemini, Google AI, Perplexity, Copilot, and Grok, and has kept climbing since. Bob's Your Uncle now ranks #1 among tracked competitors, ahead of every other agency on the list.

In ChatGPT, the agency went from 2% of answers to 20% over the same 90 days. It now appears in nearly half of all ChatGPT answers, twice as often as the next most-cited agency.

For "top independent creative agencies Toronto", ChatGPT visibility climbed from 0% to a peak of 100%.

bobsyouruncle.com was cited 861 times in ChatGPT answers over the last 30 days, up 13% on the prior period. The mentions are positive as well as frequent: an average sentiment score of 80 across more than 10,000 tracked mentions.

A New Service Line

Once Bob's Your Uncle saw what ChatFeatured was doing for them, the implication was obvious: every challenger brand they work with has the same problem at a different scale.

The agency has since added AI search visibility to its services, with ChatFeatured as the operating system. Clients now get the same prompt mapping, source analysis, and content impact tracking the agency used on itself — pointed at the categories they're trying to take over.

It's a natural extension of what Bob's Your Uncle has always done. Help the challenger find the unfair advantage. Help them stay dangerous as they grow.