# Research · Gane Index

November 2026 Edition. Page: https://www.gane.ai/index/finance/research

- [What moved between editions](https://www.gane.ai/index/finance/research/movement): Between the October 2026 Edition and the November 2026 Edition the leader changed in thirteen of fifty-seven categories, three of them by more than the noise floor of 10 points. Thirty-nine of 588 changes in first-choice share clear the floor. Both editions asked the same fourteen models.
- [The buyer's size changes the answer](https://www.gane.ai/index/finance/research/buyer-size): In 56 of 57 categories the leader differs between small business, mid-market and enterprise buyers. The same category, three standings.
- [What the answers cite](https://www.gane.ai/index/finance/research/what-the-answers-cite): Fourteen of the fourteen models return a source list; across their 4,211 answers, 22% of the 46,677 citations point at a vendor's own site and 9% at a review site.