AI-generated visibility summary

AI visibility summary for Torch

Torch’s AI visibility is critically low. Across 25 responses from five engines, the brand achieved an overall mention rate of just 8.0% and a citation rate of 0.0%, resulting in a raw score of 4.8. Its strongest performance came from Google AI Overview and Google Search, each with a 20.0% mention rate and a score of 12.0. However, Bing Search, ChatGPT, and Perplexity returned zero mentions, creating a complete visibility gap on half the engines tested. Competitor pressure is severe: Apprenticeship (apprenticeship.gov) leads with a 68.0% mention rate and a consensus score of 41.6, while Red Seal (red-seal.ca) and Canada (canada.ca) also dominate with 44.0% and 32.0% mention rates respectively. Torch was absent from four of five prompts, including high-volume queries like "Red Seal exam preparation for welders" (590 volume) and "apprentice electrician mentorship program Canada" (320 volume). The only prompt where Torch appeared was "best platforms for connecting retiring tradespeople with apprentices," where it was mentioned twice but never cited. A practical implication: without citations or mentions across most engines and prompts, Torch is effectively invisible in AI-generated answers, ceding ground to government and competitor domains that consistently appear and are cited.

Scan evidence for Torch

Visibility score
2.4
Mention rate
8.0%
Citation rate
0.0%
Engines
5
Prompts
5

Strongest engines

EngineScoreMentionsCitations
Google AI Overview 12.0 20.0% 0.0%
Google Search 12.0 20.0% 0.0%
Bing Search 0.0 0.0% 0.0%
ChatGPT 0.0 0.0% 0.0%
Perplexity 0.0 0.0% 0.0%

Visibility gaps

EngineScoreMentionsCitations
Perplexity 0.0 0.0% 0.0%
ChatGPT 0.0 0.0% 0.0%
Bing Search 0.0 0.0% 0.0%
Google Search 12.0 20.0% 0.0%
Google AI Overview 12.0 20.0% 0.0%

Competitive landscape

  1. Apprenticeship apprenticeship.gov Score 45.2
  2. Red Seal red-seal.ca Score 35.6
  3. Canada canada.ca Score 24.4
  4. Osha osha.gov Score 12.1
  5. Scribd scribd.com Score 9.7
  6. Electricalapprenticeship electricalapprenticeship.ca Score 9.4
  7. Fieldwire fieldwire.com Score 9.1
  8. Autodesk autodesk.com Score 9.0

Most cited domains

  1. apprenticeship.gov 43 citations · 21.0%
  2. canada.ca 26 citations · 12.7%
  3. red-seal.ca 25 citations · 12.2%
  4. cdc.gov 14 citations · 6.8%
  5. osha.gov 13 citations · 6.3%
  6. fieldwire.com 6 citations · 2.9%
  7. electricalapprenticeship.ca 5 citations · 2.4%
  8. gosprout.app 5 citations · 2.4%

Prompt highlights

PromptEnginesBrand mentionsBrand citations
best platforms for connecting retiring tradespeople with apprentices 5 2 0
Red Seal exam preparation for welders 5 0 0
apprentice electrician mentorship program Canada 5 0 0
how to reduce apprentice rework on construction sites 5 0 0
alternatives to traditional apprenticeship training for contractors 5 0 0
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A 2026 measurement study found nearly 30% of Google AI Overview cited domains did not appear in the co-displayed first page of organic results.

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18
AI engines and search sources tracked
2.5B+
ChatGPT prompts per day, confirmed by OpenAI
1.5B+
Monthly Google AI Overview users reported in 2025
~30%
AI Overview cited domains absent from first-page organic results

Sources: OpenAI-confirmed ChatGPT usage, Google AI Overview reach, 2026 AI Overview citation study.

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