SGE Optimization for DevTools
We help developer-first products get featured in Google’s Search Generative Experience (SGE). Stay discoverable in AI-driven search results — and get chosen by devs.
- Optimize for Google's SGE snapshots and summaries
- Structured content design for LLMs and answer boxes
- SGE-safe markup, FAQs, and semantic enhancements
- Documentation formatting for generative clarity
- Search behavior insights to improve AI visibility

Why SGE Matters for Developer-Focused Products
AI-powered search is changing how developers discover tools, troubleshoot code, and evaluate APIs. Getting listed in SGE answers means more qualified traffic — with higher intent.
AI Answers Are the New Top Rank
SGE results show above organic links. If you’re not in the snapshot, you're invisible. We fix that.
Docs + Use Cases Power Visibility
We structure your docs and tutorials to show up in context-specific LLM outputs, not just SERPs.
Build for Bots & Developers
We combine structured data, semantic HTML, and prompt engineering to ensure your content is legible — to both humans and LLMs.
Future-Proof Content Strategy
AI-first search is here to stay. We help you structure content now for durable performance as Google evolves.
What’s Included in SGE Optimization
- SGE audit of current visibility across top dev terms
- Content and markup changes to support LLM parsing
- FAQ blocks, glossary terms, and featured snippet prep
- Rich snippets: schema, microdata, JSON-LD injection
- Formatting strategies for code blocks, demos, and API docs
- Prompt-tuning your content for generative inclusion
- Content structure feedback for changelogs, release notes
- Search Console + Bing Chat setup and tracking
- Query monitoring for AI vs organic performance
- Optional SGE content rewrite or implementation (retainer)
Who It’s For
This service is made for DevTools, APIs, and technical platforms building SEO moats in the AI-driven era.
- API-first products targeting developer search intent
- Open-source tools looking to expand visibility
- Docs-heavy products not ranking in featured answers
- Dev-focused platforms preparing for SGE rollout
- VC-backed teams building organic visibility moats
- Technical founders running content in-house
Show Up in the AI-Powered Future of Search
Get a full SGE visibility audit, and let us optimize your content to rank — even when Google stops showing blue links.
Start My SGE Optimization