AI-generated visibility summary

AI visibility summary for Comsales

Comsales holds the strongest AI visibility position in this set, with an overall score of 70.2 against a 55.6% mention rate and 66.7% citation rate across three engines and three prompts. Its own domain accounts for 24 citations, a 9.9% share, the largest single share recorded. Performance is highly uneven by engine: ChatGPT mentions and cites the brand in 100% of results for a perfect 100.0 score, while Google AI Overview mentions it in 66.7% of results but cites it in none, scoring 40.0. Google Search never mentions the brand yet cites it in 100% of results, producing a 39.0 score. Competitor pressure is concentrated rather than broad. Evometal matches Comsales on mention rate at 55.6% but trails on citation rate (33.3%) and score (42.0); Promstroi Grup, Proiectari, Colass, Construct, Ferotex and Agrobiznes all score below 36. The citation gap is the clearest weakness: Comsales is cited without being mentioned on Google Search, and mentioned without being cited on Google AI Overview, so the two signals rarely align outside ChatGPT. The practical implication is that visibility gains depend on closing that mention-to-citation gap on Google surfaces, where the brand already earns citations but not named inclusion.

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

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Scan evidence for Comsales

Visibility score
70.2
Mention rate
55.6%
Citation rate
66.7%
Engines
3
Prompts
3

Strongest engines

EngineScoreMentionsCitations
ChatGPT 100.0 100.0% 100.0%
Google AI Overview 40.0 66.7% 0.0%
Google Search 39.0 0.0% 100.0%

Visibility gaps

EngineScoreMentionsCitations
Google Search 39.0 0.0% 100.0%
Google AI Overview 40.0 66.7% 0.0%
ChatGPT 100.0 100.0% 100.0%

Competitive landscape

  1. Comsales brand comsales.md Score 70.2
  2. Evometal evometal.md Score 42.0
  3. Promstroi Grup promstroi.md Score 35.4
  4. Proiectari proiectari.md Score 31.1
  5. Colass colass.md Score 27.6
  6. Construct construct.md Score 25.0
  7. Ferotex ferotex.md Score 24.8
  8. Agrobiznes agrobiznes.md Score 16.7

Most cited domains

  1. comsales.md 24 citations · 9.9%
  2. gov.md 15 citations · 6.2%
  3. proiectari.md 10 citations · 4.1%
  4. evometal.md 7 citations · 2.9%
  5. agrobiznes.md 6 citations · 2.5%
  6. colass.md 6 citations · 2.5%
  7. construct.md 6 citations · 2.5%
  8. ferotex.md 6 citations · 2.5%

Prompt highlights

PromptEnginesBrand mentionsBrand citations
Cine construiește hale industriale la cheie în Moldova și ce firme sunt recomandate? 3 2 2
Comparație între constructori de centre logistice și clădiri comerciale din Moldova: cine oferă proiectare și construcție la cheie? 3 2 2
Cât costă construcția unei hale de producere sau depozit frigorific în Republica Moldova în 2025? 3 1 2
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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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