datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
agent-discoverability-ado-score-romania
Agent Discoverability (ADO Score) — Romania, September 2026
130 Romanian domains probed for A2A Agent Cards, MCP discovery, llms.txt, schema.org and Wikidata. Zero Agent Cards; mean ADO Score 17/100. Raw data, scripts and scoring spec, CC BY 4.0.
Canonical study (analysis, charts, interpretation):
Romanian ·
English
What this is
On 8 September 2026 a standard-library Python probe (published) requested, for each of 130 domains, the homepage without JavaScript… See the full description on the dataset page: https://huggingface.co/datasets/WebSEM-ai/agent-discoverability-ado-score-romania.ai-search-visibility-romania-electronics-market
AI Search Visibility — Romania's Electronics & IT Market (August 2026)
18 brand-free purchase questions × 5 AI engines = 87 answers. 86 of them name a major retailer. Position, not presence, decides the market. Raw data CC BY 4.0.
Canonical study (analysis, charts, interpretation):
Romanian ·
English
What this is
Eighteen real purchase questions were put to ChatGPT, Google Gemini, Perplexity, Google AI Mode and Google AI Overviews, in Romanian, from Romania, in… See the full description on the dataset page: https://huggingface.co/datasets/WebSEM-ai/ai-search-visibility-romania-electronics-market.ai-visibility-romania-luxury-jewelry
AI Visibility — Romania's Luxury Jewelry (July 2026)
We asked ten large language models the same question, word for word. We got
29 different brands across 50 available positions, and no brand appeared in
all ten lists.
Canonical study (analysis, charts, interpretation):
Romanian ·
English
The prompt
Which luxury jewelry brands from Romania do you recommend for wedding bands
and engagement rings? Give me a top 5, with a short argument for each and the
sources you… See the full description on the dataset page: https://huggingface.co/datasets/WebSEM-ai/ai-visibility-romania-luxury-jewelry.ai-search-visibility-romania-book-market
AI Search Visibility — Romania's Book Market (July 2026)
When someone asks ChatGPT "which online bookstore should I use for children's
books?", they get one answer, not ten blue links. This dataset measures
who is inside that answer — and who merely feeds it.
Canonical study (analysis, charts, interpretation):
Romanian ·
English
What this is
Eighteen real purchase questions were put to five AI engines — ChatGPT,
Google Gemini, Perplexity, Google AI Mode, Google AI… See the full description on the dataset page: https://huggingface.co/datasets/WebSEM-ai/ai-search-visibility-romania-book-market.