---
title: "Adoption"
type: "glossary-term"
category: "Trust & signals"
canonical_url: "https://www.graphcanon.com/glossary/trust-and-signals/adoption"
updated: "2026-07-09"
---

# Adoption

**Adoption is how widely a tool is actually used. Stars approximate attention; real adoption blends multiple signals like dependents, releases, and backing.**

**Adoption** is the degree to which people rely on a tool in practice. No single number captures it: stars measure attention, not use; downloads, dependents, release cadence, and who backs a project all add evidence.

Treating any one metric as "adoption" is misleading, which is why serious comparisons blend several signals.

## In GraphCanon

GraphCanon deliberately avoids ranking on raw stars alone. The goal is a multi-signal view of adoption and backing so popularity does not masquerade as fitness.

## See also

- [Compare tools](/compare)

## Related terms

- [Stars](/glossary/trust-and-signals/stars.md)
- [Momentum (star velocity)](/glossary/trust-and-signals/momentum.md)

[Trust & signals](/glossary/trust-and-signals.md) · [All glossary terms](/glossary.md)

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon`](/api/graphcanon)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_