Datasets:
File size: 3,534 Bytes
a569849 c9dcd1b a569849 c9dcd1b a569849 c9dcd1b a569849 c9dcd1b a569849 c9dcd1b a569849 c9dcd1b a569849 c9dcd1b a569849 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 | ---
license: cc-by-4.0
task_categories:
- tabular-classification
language:
- en
tags:
- seo
- aeo
- geo
- answer-engine-optimization
- ai-search
- web-crawling
- llm-visibility
pretty_name: AI Visibility Sample (US Businesses)
size_categories:
- n<1K
configs:
- config_name: default
data_files: ai_visibility_sample.csv
---
# AI Visibility Sample: 500 US business websites
A free sample of the Engagemii AI visibility dataset. Each row is a real US business
website with a score from 0 to 10 for how findable and citable that site is to AI answer
engines such as ChatGPT, Claude, Gemini, and Perplexity, plus a record of which AI
crawlers have actually visited it.
The full dataset covers 34.7M+ websites worldwide, 15.1M of them verified US businesses.
This sample is 500 rows drawn from the US set, spread across 20 business categories and
48 states.
## Why this exists
Answer engines cite a small number of sources when they respond. Most sites are never in
that set, and their owners have no way to see it: AI crawler traffic does not appear in
standard web analytics. This sample is published so people can look at the shape of the
problem with real data instead of anecdotes.
## Columns
| Column | Description |
|---|---|
| `companyName` | Business name |
| `domain` | Registered domain |
| `websiteUrl` | Resolved site URL |
| `aeoScore` | AI visibility score, 0 to 10 |
| `aiBotHitsTotal` | Observed AI crawler requests to this site |
| `aiBotsSeen` | Which AI crawlers were observed, by name |
| `businessCategory` | Category, from a fixed 20-category set |
| `detectedPlatform` | CMS or site platform detected |
| `city`, `state`, `country` | Location |
| `industry` | Industry label |
| `employeeSize` | Employee count band |
| `pageTitle` | Homepage title tag |
| `hasWholesale` | Whether a wholesale offering was detected |
## What is in this sample
In these 500 rows:
- Scores run from 0.6 to 8.1. The median is 4.7. No site in the sample reaches 9.
- 304 of 500 sites had at least one identified AI crawler visit recorded.
- ClaudeBot is the most frequently observed crawler in this sample, followed by GPTBot.
- Every domain is unique. Records are spread across 20 business categories and 48 states.
The score is a 0 to 10 measure built from on-page and off-page signals. The component
weights are not published.
## What is not in here
No email addresses, no phone numbers, no personal data. Free text fields have been
stripped. This is company and website level information only.
## Method and provenance
Scores and crawler observations come from our own crawling and analysis. Nothing in this
dataset is resold from a third party.
A note on the crawler columns: these record which AI crawlers were observed reaching a
site. They do not indicate that an AI engine cited the business. Citation is measured
separately, by checking the answers themselves.
## Full dataset and the free check
- Score any single domain free, no signup: [engagemii.com](https://engagemii.com)
- Full dataset licensing: [Snowflake Marketplace](https://app.snowflake.com/marketplace/listing/GZT1Z10637OBR)
- Background reading: [engagemii.com/blog](https://engagemii.com/blog)
## Citation
```bibtex
@misc{engagemii_ai_visibility_sample,
title = {AI Visibility Sample: 500 US business websites},
author = {Pellitteri, Gregory},
year = {2026},
url = {https://huggingface.co/datasets/Engagemii/ai-visibility-sample}
}
```
## License
CC BY 4.0. Use it, including commercially, with attribution to Engagemii.
|