Public mini report

Bytro AI Coding IDE AI search visibility mini report

A focused public audit for AI readability, crawler access, machine-readable files, and purchase path clarity. Target site: https://www.bytro.ai/

Score: 90/100
Priority: high
Fix pack: 9.9 / 59.9 / 99.9 RMB

Quick finding

90
Titleyes
Descriptionyes
H1yes
Initial tokens767
JSON-LD3

Basic crawlability is present; improve machine-readable service context and conversion clarity.

Sales angle: agent discovery files return weak signals. Bytro has a clear AI coding product surface. A valid llms.txt and Agent Card would help agentic search understand models, use cases, pricing, and entry points.

Homepage signals

Resolved URLhttps://www.bytro.ai/
Title多模型AI编程工具_AI代码编辑器_多Agent协作IDE - Bytro
DescriptionBytro是一款统一多模型AI编程工具,集成Claude、Codex、Gemini、Grok、DeepSeek等主流AI,支持多Agent协作编排、终端、编辑器、Git面板和语音输入,一个界面驾驭所有AI编程助手。
H1One Interface. All AI Agents.
JS shellno
Pricing hintyes
Contact hintyes

Machine-readable endpoints

EndpointStatusContent-TypeSignal
robots200text/plainOK
sitemap200application/xmlOK
llms200text/htmlHTML
agentCard200text/htmlHTML

Fix priorities

llms.txt is missing or appears to return HTML.

Publish a Markdown llms.txt explaining service, audience, important pages, pricing, APIs, and limits.

Agent Card is missing or not JSON.

Publish /.well-known/agent-card.json with service id, price, inputs, outputs, order path, and limits.

99.9 RMB advanced same-day fix pack deliverables

  • Public diagnosis summary with before/after retest checklist
  • robots.txt and sitemap.xml recommendations
  • llms.txt and llms-full.txt draft
  • /.well-known/agent-card.json draft
  • JSON-LD structured data draft
  • Homepage copy suggestions for AI search and buyer conversion
  • Doubao, Kimi, DeepSeek retest prompts
Boundary: this service improves website-side readability and machine-readable context. It does not guarantee ranking, inclusion, citations, traffic, or sales.