AI-generated visibility summary

AI visibility summary for JMG

JMG holds a 56.8 overall AI visibility score across five engines and five prompts, with a 59.1% mention rate and 40.9% citation rate. Its strongest engine is Bing Search (score 55.4, 60.0% mention and citation), followed closely by Google Search (53.3) and ChatGPT (52.0). Google AI Overview is the clear weak point: JMG is mentioned in 60.0% of its answers but cited in none, producing a 36.0 score. Competitive pressure is moderate rather than severe. Atlas Copco matches JMG's 20 citations but converts them into only a 19.1 score, while Ensun shows the inverse imbalance—a 4.5% mention rate against a 40.9% citation rate. FG Wilson and Perkins Nigeria are mentioned but never cited. JMG's citation gap is therefore not about losing citations to rivals so much as failing to convert mentions into citations on Google AI Overview. The practical implication is that JMG's content is being surfaced and described by AI systems but not consistently treated as a citable source, particularly where AI Overviews synthesize answers.

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

Loading report…

Scan evidence for JMG

Visibility score
56.8
Mention rate
59.1%
Citation rate
40.9%
Engines
5
Prompts
5

Strongest engines

EngineScoreMentionsCitations
Bing Search 55.4 60.0% 60.0%
Google Search 53.3 66.7% 33.3%
ChatGPT 52.0 60.0% 60.0%
Perplexity 50.0 50.0% 50.0%
Google AI Overview 36.0 60.0% 0.0%

Visibility gaps

EngineScoreMentionsCitations
Google AI Overview 36.0 60.0% 0.0%
Perplexity 50.0 50.0% 50.0%
ChatGPT 52.0 60.0% 60.0%
Google Search 53.3 66.7% 33.3%
Bing Search 55.4 60.0% 60.0%

Competitive landscape

  1. JMG brand jmglimited.com Score 56.8
  2. Atlas Copco atlascopco.com Score 19.1
  3. Ensun ensun.io Score 19.1
  4. FG Wilson fgwilson.com Score 10.8
  5. Jiji jiji.ng Score 7.7
  6. Finelib finelib.com Score 7.2
  7. Betacoolltd betacoolltd.com Score 7.2
  8. Perkins Nigeria perkins.com Score 5.5

Most cited domains

  1. jmglimited.com 20 citations · 5.2%
  2. atlascopco.com 20 citations · 5.2%
  3. finelib.com 14 citations · 3.7%
  4. ensun.io 12 citations · 3.1%
  5. betacoolltd.com 11 citations · 2.9%
  6. mikano.com 9 citations · 2.3%
  7. jiji.ng 8 citations · 2.1%
  8. gz-supplies.com 8 citations · 2.1%

Prompt highlights

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

Are AI assistants
recommending you?

Your customers ask ChatGPT, Grok, Claude, Gemini, and Perplexity before they buy. RankBits shows you exactly how your brand surfaces across every AI engine — run your own scan below.

Try one free scan — no signup needed.

Measure the channels buyers now ask first

AI answers do not behave like classic rankings. RankBits checks the actual prompts, engines, citations, and competitors shaping those answers.

Shift from traditional search to AI-powered discovery
📉

AI answers are a new discovery surface

Google said AI Overviews reached more than 1.5 billion monthly users in 2025, while ChatGPT was confirmed at more than 2.5 billion prompts per day.

🤖

AI citations are not the same as SEO rankings

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.

📊

Turn ad clicks into a measurable AI audit

Run a scan, see the prompts where your brand is missing, and track whether visibility improves as you publish, earn citations, and refine positioning.

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.

Developer API

Run RankBits scans from your own app or workflow

Every registered user can create API tokens, start async scans, check credits, and retrieve detailed scan results over HTTP.

View API docs