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Ecomrules/ai-search-visibility-audit-of-100-swiss-smbs-ti

AI Search Visibility Audit of 100 Swiss SMBs (Ticino, 2026) A reproducible dataset measuring the technical readiness of Swiss SMBs in the Ticino canton for AI-powered search engines (ChatGPT, Perplexity, Google AI Overviews). Background In May 2026, Uberall published a study showing 83% of Italian restaurants are completely invisible to AI-generated search recommendations. This dataset replicates the methodology on 100 Swiss SMBs in the Ticino canton… See the full description on the dataset page: https://huggingface.co/datasets/Ecomrules/ai-search-visibility-audit-of-100-swiss-smbs-ti.

sourceHugging Facecc-by-4.0updated 4mo agoView on Hugging Face

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file.gitattributes2 KBdownload

fileecomrules_geo_audit_100_swiss_smbs_2026.csv11 KBdownload

filemixed_raw.json27 KBdownload

fileREADME.md4 KBdownload

fileregenerate_dataset.py12 KBdownload

filerestaurants_raw.json23 KBdownload

filesummary_stats.txt771 Bdownload

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