AI never named at least 48% of 195 audited | Simplee Digital URL: https://simplee.digital/blog/ai-visibility-canada * Home (https://simplee.digital/) * /Blog (https://simplee.digital/blog) * /AI never named at least 48% of 195 audited... Blog · 4 min read # AI never named at least 48% of 195 audited businesses in Canada By Simplee Editorial Team. Reviewed by Rafael Rositsan · Published November 9, 2026 · Updated November 9, 2026 Sources checked November 9, 2026 · Methodology (https://simplee.digital/ai-visibility-benchmark/methodology) Blog At least 48% of the 195 businesses we placed in Canada after our free AI visibility audit, April to October 2026, were never named by ChatGPT, Claude or Gemini (Simplee Digital first-party data, doiexist.ai, n=195). ## Key figures * At least 48% of 195 audited businesses in Canada, April to October 2026, were never named by ChatGPT, Claude or Gemini (Simplee Digital first-party data, doiexist.ai, n=195). * In the same 195 audits from April to October 2026, ChatGPT never named at least 59% of the businesses, Claude at least 64% and Gemini at least 55% (Simplee Digital first-party data, doiexist.ai, n=195). * At least 28% of 28 audited e-commerce brands in Canada, April to September 2026, were never named by any of the three engines (Simplee Digital first-party data, doiexist.ai, n=28). * We placed 86 of the 195 audits in Canada by a .ca domain and 109 by Canadian place names in their buyer questions, April to October 2026 (Simplee Digital first-party data, doiexist.ai, n=195). A business that wonders why AI search sends it few inquiries usually checks its rankings first. These audits answer an earlier question: whether the engine says its name at all. ## Each engine missed at least 55% of the businesses we place in Canada Each audit asks ChatGPT, Claude and Gemini the questions a buyer would ask in the business's category, and records whether each engine names the business in any answer. In the 195 audits we place in Canada, ChatGPT never named at least 59%, Claude at least 64% and Gemini at least 55% (Simplee Digital first-party data, doiexist.ai, n=195, April to October 2026). Share of 195 audited businesses in Canada never named, by engineBrand-free buyer questions, audits from April 7 to October 19, 2026, placed in Canada by domain or place names; each share is a floor ChatGPT, at least 59%59% Claude, at least 64%64% Gemini, at least 55%55% None of the three, at least 48%48%Share of 195 audited businesses in Canada never named, by engine ItemShare never named, at least (see method) (%) ChatGPT, at least 59%59% Claude, at least 64%64% Gemini, at least 55%55% None of the three, at least 48%48% Source: Simplee Digital first-party data, doiexist.ai, n=195 · Methodology (https://simplee.digital/ai-visibility-benchmark/methodology) The share missing from all three engines, at least 48% of 195 audits from April to October 2026, is lower than any single engine's. A business one engine leaves out is often named by another. ## How an audit is placed in Canada, and where it cannot be No audit records a country, so we infer one. A .ca domain placed 86 audits in Canada; for the rest, Canadian place names in the buyer questions written for the business placed 109 more (Simplee Digital first-party data, doiexist.ai, April to October 2026). The rules for the audits themselves are on our methodology page (https://simplee.digital/ai-visibility-benchmark/methodology). Both signals can be wrong. A .ca domain can belong to a business run from elsewhere, and a place in a question can be a city the business serves rather than where it is based. Of the 832 eligible audits we tried to place, 521 could not be placed in any market, 103 were placed in the United States, 10 in the United Kingdom and 3 in Ireland (n=832, April to October 2026). This is a cut of our sample, not a survey of Canada. We counted only the buyer questions that left the business's name out, as our benchmark does, and every share is written as a floor, rounded down. ## E-commerce brands in Canada were missed less often in this sample At least 28% of the 28 e-commerce brands we place in Canada were never named by any engine, against at least 53% of the 134 other businesses (Simplee Digital first-party data, doiexist.ai, n=28 and n=134, April to September 2026). With 28 brands we read little into that gap, and Claude alone still missed at least 57% of them (n=28). Lenders (9 audits), real estate developers (6) and other real estate businesses (18) in Canada each fall short of the 20 audits we require before we publish a group (n=195, April to October 2026), so none is reported on its own. ## The place a business serves belongs in plain text An engine names a business when it has read plain, consistent facts about who the business serves, where, and why it is the right choice. For a business in Canada the place is one of those facts. Write out the cities and provinces you serve, on your own site and on the profiles engines read, in the same words each time. We think the place matters most on questions that name one, because that is where a buyer narrows a search to a shortlist. ## What this count cannot tell us We are unsure how far these shares hold for businesses in Canada that never ran an audit. The sample is self-selected: these are businesses that chose to check. Most of these audits ran on our earlier pipeline, and stored answers for these audits were cut off at 2,000 characters, so a mention late in a long answer can be missed. A manual review of stored answers also found the automated flag can count a generic word in a business's name as a mention, which makes never-named shares read low. ## Never named and placed in Canada, as this post counts them * Never named means no answer from that engine named the audited business, across every question in its audit that left the business's name out. * Placed in Canada means the audit's domain ends in .ca or, failing that, its buyer questions name Canadian places. Source: Simplee Digital first-party data, from doiexist.ai audits (195 audits, April 7 to October 19, 2026). View blog.zero_visibility_by_market_brandfree (brand-free, stored flags), market Canada, pulled 2026-11-09; how each audit was placed from blog.audit_coverage, pulled 2026-11-08. The method is on our methodology page (https://simplee.digital/ai-visibility-benchmark/methodology). Methodology (https://simplee.digital/ai-visibility-benchmark/methodology) ## Frequently asked questions Do AI engines recommend businesses in Canada?+ Often they leave them out. In Simplee Digital's audits of 195 businesses placed in Canada from April to October 2026, at least 48% were never named by ChatGPT, Claude or Gemini (Simplee Digital first-party data, doiexist.ai, n=195). How can you tell an audited business is in Canada?+ The audits do not record a country, so Simplee Digital infers one. A .ca domain places a business in Canada first; otherwise Canadian place names in the buyer questions written for it do. Which AI engine leaves out businesses in Canada most often?+ In 195 audits from April to October 2026, Claude left out at least 64% of the businesses, against at least 59% for ChatGPT and at least 55% for Gemini (Simplee Digital first-party data, doiexist.ai, n=195). The gaps between engines are small. What should a business in Canada publish to be named by AI engines?+ Plain text that says who it serves, where and why, with its cities and provinces written out. The same words on its site and its profiles give engines one set of facts to repeat. Free AI Visibility Audit ## Does AI recommend your brand? See how ChatGPT, Gemini and Claude answer the questions your buyers ask, and what to fix first.Run a free AI Visibility Audit (https://doiexist.ai/?utm_source=blog&utm_medium=cta&utm_campaign=ai-visibility-canada)