# What is an AI coding assistant and when does a company need one?

Category: AI Coding Assistants. Intent: informational. Top brand: GitHub Copilot.

Page: https://slateindex.ai/prompt/what-is-an-ai-coding-assistant-and-when-does-a-company-need-n4meuuewuz · data of 2026-11-03

## Brands named

| Brand | Share of engines |
|---|---|
| GitHub Copilot | 67% |
| Cursor | 67% |
| Qodo | 33% |
| Claude | 33% |
| Tabnine | 33% |
| Amazon Q Developer | 33% |

## Sources

- github.com (3)
- amazon.com (2)
- ibm.com (2)
- checkmarx.com (1)
- claude.com (1)
- cursor.com (1)
- federalreserve.gov (1)
- forbes.com (1)
- google.com (1)
- itbroker.com (1)
- maryland.gov (1)
- microsoft.com (1)
- ones.com (1)
- qodo.ai (1)
- securityboulevard.com (1)
- superblocks.com (1)
- upenn.edu (1)

## Definitions

- Visibility (0–100): how often and how high AI answers name the brand, weighted by position.
- Mention rate: share of collected AI answers that name the brand.
- Share of voice: the brand's mentions as a share of all brand mentions in the category.
- Citation authority: share of answers naming the brand that cite the brand's own site.

Cite as: SlateIndex, “What is an AI coding assistant and when does a company need one?”, https://slateindex.ai/prompt/what-is-an-ai-coding-assistant-and-when-does-a-company-need-n4meuuewuz, data of 2026-11-03. Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).