Phind (US) · last updated 2026-05-27
Phind
Phind is a developer-focused AI search engine, oriented toward technical queries, code snippets, and documentation. Particularly strong on programming, cybersecurity, DevOps, and infrastructure topics. For any publisher in technical verticals (developer tooling, cybersecurity, identity, infrastructure), Phind's citation share is disproportionately consequential relative to its consumer-search share.
Grounding model
Phind's own model (Phind-70B and successors) plus optional routing to GPT and Claude, grounded against a web index biased toward technical documentation, GitHub, Stack Overflow, official vendor docs, and developer-oriented publishers.
Citation style
Inline numbered citations beneath sentences, with a sources panel listing title, domain, and snippet. Citation density is very high (often 10 to 20 sources per substantive answer), and code examples are extracted prominently from cited sources.
What it rewards
- Technical documentation, deep tutorials, and reference content
- Code examples and HowTo content with HowTo schema
- GitHub presence and developer-focused authorship signals
- Specific technical claims with version numbers, RFC references, and dates
What it penalizes
- Marketing-led content with weak technical depth
- Pages without code examples for technical queries that need them
- Outdated technical content (Phind aggressively penalises stale documentation)