GEO Insights
SoloKitD names the domain; K uses brand-free keywords for mention / recommend / cite.
D: seo.solokit.run
K: GEO 优化平台 · AI 搜索可见性监测
GEO probe public cases
SoloKit and bitou properties share the same D/K protocol. These are watch keywords and definitions, not live scores.
This is not a leaderboard. Any number that merges recognition and recommendation is not SoloKit's methodology.
SoloKit Studio
SoloKitDo not collapse Studio and PromptMan into one visibility score.
D: studio.solokit.run
K: AI 工作台 · prompt workspace
PromptMan
SoloKitDo not put PromptMan in the K keyword, or the attempt is excluded.
D: prompt.solokit.run
K: 提示词管理工具 · prompt library
SaaS Cost
SoloKitCitation rate counts published URLs in the answer, not a named homepage.
D: cost.solokit.run
K: SaaS 成本估算 · AI API pricing calculator
DevAssist
SoloKitNamed recognition is not unprompted recommendation.
D: dev.solokit.run
K: developer assistant · coding copilot tools
FeedRSS
SoloKitPage GEO heuristics stay separate from probe rates.
D: feed.solokit.run
K: RSS 阅读器 · AI feed reader
数据范儿
bitouInput-side GEO still matters; output probes ask whether models name it.
D: datafun.bitou.tech
K: 科研学习 AI · AI research learning site
榆关
bitouDirectory sites are often summarized generically; K looks for the named brand.
D: pen.bitou.tech
K: 工程增长导航 · AI 全栈导航站
论文搜索
bitouRecommendation is expected to lag mention in academic search queries.
D: paper.bitou.tech
K: 文献检索 · research paper search
寻龙信息
bitouKeep original answers: models may name competitors instead.
D: finance.bitou.tech
K: AI 股票复盘 · stock review search