Data · dataset · 2026
US Plumbing AI Visibility Study 2026
Listed in Hugging Face Datasets
US Plumbing AI Visibility Study 2026 200 AI engine answers. 4 engines. 50 US states.
Description
Fully labeled. This dataset is the underlying data for the research report: How AI engines represent US plumbing businesses in their answers: a 50-state research report Published April 24, 2026 — Taptwice Media It is the first published, prompt-standardized, cross-engine dataset of AI visibility signals in a local service category.
Dataset description One identical prompt was sent… See the full description on the dataset page: huggingface.co/datasets/taptwicemedia/us-plumbing-ai-visibility-2026.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/taptwicemedia/us-plumbing-ai-visibility-2026 ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/taptwicemedia/us-plumbing-ai-visibility-2026 ↗
metadata API · from Hugging Face
Topics
- Stated by source
- question answering · text classification
- From keywords
- Computer Science & AI
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | taptwicemedia/us-plumbing-ai-visibility-2026 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |