AI-generated visibility summary

AI visibility summary for JMG

JMG holds a moderate AI visibility position, with an overall score of 49.6 across five engines and five prompts. Its mention rate is 52.0% and citation rate 44.0%, producing 39 mentions and 16 citations across 25 results. Performance is highly uneven by engine: Google Search is the strongest (80.0% mention and citation, score 75.8), followed by Perplexity (60.0% mention, 40.0% citation, score 52.0). ChatGPT and Bing Search both sit at 40.0% mention, though Bing cites more often (60.0%) than ChatGPT (40.0%). Google AI Overview is the weakest engine, with 40.0% mention but a 0.0% citation rate and a score of 24.0. Competitive pressure is limited but real. Ensun scores 20.9 despite zero mentions, driven by a 40.0% citation rate, while Atlas Copco (18.4) and Caterpillar (12.8) trail JMG. JMG's domain accounts for 16 citations (3.6% share), behind homeliftelevators.ng and atlascopco.com (20 each), cummins.com (19) and mantracgroup.com (18). The clearest citation gap is Google AI Overview, where JMG is mentioned but never cited. A practical implication is that JMG's visibility depends on engines that cite it; the uncited AI Overview presence represents unrealized attribution.

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

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Scan evidence for JMG

Visibility score
49.6
Mention rate
52.0%
Citation rate
44.0%
Engines
5
Prompts
5

Strongest engines

EngineScoreMentionsCitations
Google Search 75.8 80.0% 80.0%
Perplexity 52.0 60.0% 40.0%
ChatGPT 40.0 40.0% 40.0%
Bing Search 36.3 40.0% 60.0%
Google AI Overview 24.0 40.0% 0.0%

Visibility gaps

EngineScoreMentionsCitations
Google AI Overview 24.0 40.0% 0.0%
Bing Search 36.3 40.0% 60.0%
ChatGPT 40.0 40.0% 40.0%
Perplexity 52.0 60.0% 40.0%
Google Search 75.8 80.0% 80.0%

Competitive landscape

  1. JMG brand jmglimited.com Score 49.6
  2. Ensun ensun.io Score 20.9
  3. Atlas Copco atlascopco.com Score 18.4
  4. Caterpillar cat.com Score 12.8
  5. FG Wilson fgwilson.com Score 12.8
  6. Cummins cummins.com Score 12.1
  7. Perkins Nigeria perkins.com Score 10.3
  8. Jiji jiji.ng Score 7.8

Most cited domains

  1. homeliftelevators.ng 20 citations · 4.5%
  2. atlascopco.com 20 citations · 4.5%
  3. cummins.com 19 citations · 4.2%
  4. mantracgroup.com 18 citations · 4.0%
  5. jmglimited.com 16 citations · 3.6%
  6. finelib.com 15 citations · 3.3%
  7. ensun.io 13 citations · 2.9%
  8. betacoolltd.com 11 citations · 2.4%

Prompt highlights

PromptEnginesBrand mentionsBrand citations
Which company is the best supplier for industrial diesel generators in Nigeria for a factory? 5 5 3
Best industrial air compressor suppliers in Nigeria for manufacturing plants 5 3 3
Where can I buy or install elevators and escalators in Nigeria for a new building project? 5 3 2
Top HVAC and cooling system companies in Nigeria for commercial buildings 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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