The AIGROW Score
One number for one business on one Index page: of the answers the AI assistants gave there, how many named it, out of 100. It measures what the assistants answered. It promises no result, and the Index sells no positions.
- Answers counted
- 178,102
- Assistants
- 4
- Scale
- 0 to 100
- Edition
- November 2026
Archived for citation: DOI 10.5281/zenodo.23934866, Hugging Face, Kaggle
How the Score is counted
Score = round(100 × answers that name the business ÷ answers on the page). Every figure in it is already printed on the Index page.
- The page
- Each Index page puts the questions a customer asks about one category in one city, or one kind of brand in one country, to ChatGPT, Claude and Gemini, and on some pages to Grok as well.
- The count
- An answer counts when it names the business, under its name or a spelling the page lists for it. A failed call counts in neither figure.
- The Score
- The answers that named the business, out of the answers the page got, times 100 and rounded to a whole number. It is the share the Index page prints for the name, never a second formula.
- The 95% interval
- Beside the Score stands the interval the Index page prints for the name: the range its share would likely fall in if the same questions were asked again.
- The change
- The same reading on the same page in the earlier edition, and the difference in points. A business the earlier edition did not list reads 0 there.
- Not listed
- A business named in fewer than two answers is not listed on the page, so its Score reads 0: the Index publishes no count for it.
- Each assistant
- The same share counted within one assistant’s answers, with the names that assistant gave most, so an owner sees which of them leaves the business out.
What the Score is not
It is a reading of one edition, not a forecast and not a promise. No service, ours included, can promise what an assistant will answer. No one can pay to be listed, moved or left out of the Index, and buying from AIGROW changes nothing in it.
The data behind every Score
Every edition is published under CC BY 4.0 and archived with a DOI, so any Score can be checked against the counts it comes from.
| Edition | DOI | Mirrors |
|---|---|---|
| November 2026 | 10.5281/zenodo.23934866 | Zenodo, Hugging Face, Kaggle |
| October 2026 | 10.5281/zenodo.23188442 | Zenodo, Hugging Face, Kaggle |
| September 2026 | 10.5281/zenodo.23082267 | Zenodo, Hugging Face, Kaggle |
Where the Score appears
Every Index page opens a business’s Score from its name, with what each assistant answered. The AIGROW connector for Claude and ChatGPT returns the same figures through its get_score tool.
Is your business on the Index?
Open the Index page for your category and city, find your name and read your Score, with the names the assistants gave instead.