AI-generated visibility summary

AI visibility summary for JMG

JMG holds a mid-field AI visibility position: an overall score of 43.9 across five engines and five prompts, with a 48.0% mention rate and an identical 48.0% citation rate. Performance is highly engine-dependent. Google Search is the strongest engine (80.0% mention and citation, score 73.9), followed by Perplexity (60.0/60.0, score 60.0). Bing Search shows a citation gap relative to mentions (40.0% mentioned versus 60.0% cited, score 43.5), while ChatGPT sits at 40.0% on both (score 35.8). Google AI Overview is the weakest engine by a wide margin: 20.0% mention and 0.0% citation, scoring 12.0. Competitive pressure is concentrated rather than broad. Energy (energy.gov) edges JMG on overall score (44.1 versus 43.9) despite a lower 8.0% citation rate, and Atlas Copco (19.6) trails well behind. JMG's own domain accounts for 25 citations, a 5.5% share, the largest single cited domain in the set. The practical implication is that JMG's visibility is uneven across engines, with citation presence collapsing in Google AI Overview and lagging mention presence in Bing Search, so the engine mix—not aggregate rate—is where the gap sits.

Prompt search volumes in this report are AI estimates, not measured keyword data.

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Scan evidence for JMG

Visibility score
43.9
Mention rate
48.0%
Citation rate
48.0%
Engines
5
Prompts
5

Strongest engines

EngineScoreMentionsCitations
Google Search 73.9 80.0% 80.0%
Perplexity 60.0 60.0% 60.0%
Bing Search 43.5 40.0% 60.0%
ChatGPT 35.8 40.0% 40.0%
Google AI Overview 12.0 20.0% 0.0%

Visibility gaps

EngineScoreMentionsCitations
Google AI Overview 12.0 20.0% 0.0%
ChatGPT 35.8 40.0% 40.0%
Bing Search 43.5 40.0% 60.0%
Perplexity 60.0 60.0% 60.0%
Google Search 73.9 80.0% 80.0%

Competitive landscape

  1. Energy energy.gov Score 44.1
  2. JMG brand jmglimited.com Score 43.9
  3. Atlas Copco atlascopco.com Score 19.6
  4. Cummins cummins.com Score 13.1
  5. Caterpillar cat.com Score 13.1
  6. Perkins Nigeria perkins.com Score 11.6
  7. FG Wilson fgwilson.com Score 11.6
  8. Mikano International mikano-intl.com Score 11.6

Most cited domains

  1. jmglimited.com 25 citations · 5.5%
  2. homeliftelevators.ng 16 citations · 3.5%
  3. atlascopco.com 16 citations · 3.5%
  4. energy.gov 14 citations · 3.1%
  5. finelib.com 11 citations · 2.4%
  6. betacoolltd.com 10 citations · 2.2%
  7. gz-supplies.com 9 citations · 2.0%
  8. ensun.io 9 citations · 2.0%

Prompt highlights

PromptEnginesBrand mentionsBrand citations
Where can I buy or install elevators and escalators in Nigeria for a new building project? 5 4 4
Which company is the best supplier for industrial diesel generators in Nigeria for a factory? 5 4 3
Top HVAC and cooling system companies in Nigeria for commercial buildings 5 2 2
Best industrial air compressor suppliers in Nigeria for manufacturing plants 5 2 2
How much does it cost to install a commercial solar and generator hybrid system for a large office building in Lagos? 5 0 1
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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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