Answers mentioning a sampled company
At least one source citation appeared in 53.70% of valid answers.
We examined ChatGPT, Gemini and Google AI search results across ten industrial sectors in Italy. Discover which suppliers are named, which sources are cited and where companies may have room to improve their visibility. These findings describe our study sample, not every buyer search.
Public research summary · Italy 2026 · Sector reports available to purchase · Secure digital delivery after payment.
Each percentage refers to valid observations that mentioned at least one of the 15 companies selected per sector.
At least one source citation appeared in 53.70% of valid answers.
At least one source citation appeared in 74.20% of valid answers.
At least one source citation appeared in 94.33% of valid answers.
An AI Overview appeared in 14.69% of valid searches; of those, 34.55% mentioned a sampled company.
Across three deliberately repeated checks, 491 of 500 queries consistently had no AI Overview or had one every time.
of queries showed a consistent on/off pattern: 422 never showed an AI Overview, 69 always did, and just 9 varied across the three checks.
Each sector preview reveals how often sampled companies and information sources appear. The paid report provides more detailed rankings by platform.
| Sector | Answers naming companies | Answers with citations | Difference (percentage points) | Most visible sampled company |
|---|---|---|---|---|
| Industrial Automation & Robotics | 78.70% | 96.86% | +18.16 pp | ABB |
| Industrial Electronics | 77.80% | 67.26% | -10.54 pp | ABB |
| Industrial Plants & Systems | 10.79% | 69.21% | +58.43 pp | Tecnimont (MAIRE) |
| Intralogistics | 86.07% | 57.08% | -29.00 pp | Modula |
| Machine Tools | 18.53% | 57.81% | +39.29 pp | FPT Industrie |
| MES & Manufacturing Software | 92.53% | 78.05% | -14.48 pp | SAP Digital Manufacturing |
| Structural Steel & Metal Fabrication | 15.80% | 91.87% | +76.07 pp | NTC Group Italia |
| Packaging Machinery | 33.86% | 74.89% | +41.03 pp | IMA Group |
| Precision CNC Machining | 14.80% | 60.76% | +45.96 pp | Rodofil |
| Industrial Surface Treatments | 2.02% | 84.53% | +82.51 pp | BM Colora |
The gap can help research visibility opportunities. It does not prove that a citation causes a recommendation.
84.53% of non-AIO answers cited a source, compared with 2.02% naming a sampled company.
View sector →91.87% of non-AIO answers cited a source, compared with 15.80% naming a sampled company.
View sector →69.21% of non-AIO answers cited a source, compared with 10.79% naming a sampled company.
View sector →Understand how AI platforms represent an Italian industrial market. The study does not measure actual sales, customer demand or market share.
See which selected suppliers appear repeatedly and how visibility differs within the observed sample.
Compare platforms and search questions to develop hypotheses for content and positioning work.
Identify recurring information sources and decide which ones merit further editorial or PR research.
Digital research packages include reports and supporting data, with clearly stated sample boundaries.
Observed visibility for the selected suppliers in each sector—not a ranking of every company operating in Italy.
Separate views of ChatGPT, Gemini, Google AI Mode and Google AI Overview, preserving differences in how they respond.
Search-question coverage, consistency across repeated observations, recurring sources and digital supporting files.
Digital package V1.0.0: PDF/HTML report and CSV/JSON supporting materials. Methodology notes explain definitions, denominators and limitations.
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Choose one of ten Italian industrial sectors and examine the detailed findings.
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This page presents selected public findings. Paid sector and full research packs provide more detailed company, platform and source analyses within the study sample.
No. They describe company mentions and citations in Telescop's observations. They do not measure market share, actual sales or the likelihood of a recommendation.
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The sample is limited to 500 predefined Italian-language queries, 15 companies per sector, and the 2026 observation window. This is not market share or a sales forecast.
Four AI surfaces, three planned repetitions per query and surface (6,000 planned observations, 5,944 valid). Google AI Overview was not always present. Company mentions and source citations are distinct measurements. Repeated searches can vary. Results are descriptive observations, not causal evidence or predictions.
Get the ten sector benchmarks, company rankings, per-platform breakdowns, query coverage, repeated-observation stability and source analysis. The checkout and delivery process are managed by Telescop Research.