Country
Top AI-Visible Suppliers in CH
Ranked by Reevol Signal Score, how AI engines describe and recommend these suppliers across buyer languages. Updated as audits refresh.
| # | Company | Country | Signal Score | Tier |
|---|---|---|---|---|
| 1 | Willemin-Macodel. S.A. | ch | 91 / 100 | Strong Signal |
| 2 | Marcus Marienfeld AG | ch | 88 / 100 | Strong Signal |
| 3 | Nutrix AG | ch | 87 / 100 | Strong Signal |
| 4 | MB-Microtec Ag | ch | 84 / 100 | Strong Signal |
| 5 | AeroFEM GmbH | ch | 84 / 100 | Strong Signal |
| 6 | greenteg AG | ch | 80 / 100 | Strong Signal |
| 7 | GOFAST AG | ch | 78 / 100 | Moderate Signal |
| 8 | PocketBook International SA | ch | 74 / 100 | Moderate Signal |
| 9 | Hemargroup | ch | 65 / 100 | Moderate Signal |
| 10 | SILVANA | ch | 63 / 100 | Moderate Signal |
| 11 | L'Duchen Montres SA | ch | 61 / 100 | Moderate Signal |
| 12 | Gemüsezentrale Tägerwilen AG | ch | 58 / 100 | Weak Signal |
| 13 | EPR BRANCH | ch | 56 / 100 | Weak Signal |
| 14 | Aegis Rider AG | ch | 52 / 100 | Weak Signal |
| 15 | Watche Sarl | ch | 50 / 100 | Weak Signal |
| 16 | Riba Watch Suisse Sarl | ch | 49 / 100 | Weak Signal |
| 17 | GRISCHAESCOOTER.CH , INHABER CASPESCHA PATRIK | ch | 47 / 100 | Weak Signal |
| 18 | Commune de Val de Bagnes | ch | 44 / 100 | Weak Signal |
| 19 | Abouchar SA | ch | 39 / 100 | Dark Signal |
| 20 | FIFA Would Cup | ch | 39 / 100 | Dark Signal |
| 21 | ogcommerce.ch | ch | 39 / 100 | Dark Signal |
| 22 | mobileparts | ch | 38 / 100 | Dark Signal |
| 23 | Fill-ME (Switzerland) AG | ch | 26 / 100 | Dark Signal |
| 24 | Sereno Service | ch | 26 / 100 | Dark Signal |
| 25 | Swissgames Sarl | ch | 25 / 100 | Dark Signal |
| 26 | Lamprecht Ltd. | ch | 25 / 100 | Dark Signal |
| 27 | G&G Werbetechnik GmbH | ch | 22 / 100 | Dark Signal |
| 28 | Danielle Urech | ch | 16 / 100 | Dark Signal |
| 29 | Insights Lighthouse | ch | 11 / 100 | Dark Signal |
| 30 | Ming Shan | ch | 11 / 100 | Dark Signal |
| 31 | Supero Enterprise Ltd. | ch | 11 / 100 | Dark Signal |
| 32 | warung kopi | ch | 11 / 100 | Dark Signal |
| 33 | alaldoss | ch | 11 / 100 | Dark Signal |
| 34 | batoobike.ch | ch | 11 / 100 | Dark Signal |
| 35 | La Cucina Tee & Gewürze | ch | 8 / 100 | Dark Signal |
| 36 | BaBot | ch | 8 / 100 | Dark Signal |
| 37 | My Lity | ch | 8 / 100 | Dark Signal |
About AI visibility in CH
AI engines compress the public web into the answers they return when buyers ask about suppliers. The Signal Score measures that compression, whether the model recognizes the supplier, can describe what they make, and recommends them in category queries. Suppliers in CH who score Strong Signal show up consistently in AI-driven sourcing flows. Suppliers in Dark Signal are mostly invisible to AI agents and need to add crawlable content, certifications, and independent third-party references to climb.
Full methodology at /methodology. Each supplier page shows the five-dimension breakdown and concrete improvement recommendations.