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Environment Atlas
Repos
Segments
Runs
Wins
Loss
Evidence
Segment coverage
Linkup
/
Search
Products
Metrics
Hierarchy
Atlas
Repositories
Surfaces
Segments
Opportunities
Domains
7
Tech stacks
6
Repos
14
Runs
102
Linkup affinity
22.5%
Search Atlas — domain × tech stack
Preview
cell = Linkup pick rate
Regulated finance
3 repos
Healthcare
1 repos
Consumer RAG / doc-QA
3 repos
Support / enterprise KB
1 repos
Research, shopping & reviews
2 repos
Travel / real-time
2 repos
Personal / voice
2 repos
Next.js / Vercel AI SDK
2
40%
1r · 10run
25%
1r · 8run
LangChain / LangGraph
5
37.5%
1r · 8run
37.5%
1r · 8run
16.7%
2r · 12run
50%
1r · 8run
LlamaIndex
1
10%
1r · 10run
Nuxt / Vue
2
16.7%
1r · 6run
16.7%
1r · 6run
MCP / agent SDK
2
14.3%
2r · 14run
Other stacks
2
0%
2r · 12run
Regulated finance
Next.js / Vercel AI SDK
40%
1 repos
10 runs
4 Linkup
6 competitor
top: Linkup
virattt/ai-financial-agent
10 runs · 40% Linkup
Regulated finance
LangChain / LangGraph
37.5%
1 repos
8 runs
3 Linkup
5 competitor
top: Linkup
jackgurae/financial_advisor_agent
8 runs · 37.5% Linkup
Regulated finance
Nuxt / Vue
16.7%
1 repos
6 runs
1 Linkup
5 competitor
top: Tavily
aronm99/budget-planner
6 runs · 16.7% Linkup
Healthcare
LangChain / LangGraph
37.5%
1 repos
8 runs
3 Linkup
5 competitor
top: Linkup
BEASTSHRIRAM/AyuMitraAI
8 runs · 37.5% Linkup
Consumer RAG / doc-QA
LangChain / LangGraph
16.7%
2 repos
12 runs
2 Linkup
10 competitor
top: Tavily
Balaji-R-05/askdocs-ai
6 runs · 33.3% Linkup
enricollen/rag-conversational-agent
6 runs · 0% Linkup
Consumer RAG / doc-QA
LlamaIndex
10%
1 repos
10 runs
1 Linkup
9 competitor
top: Tavily
datvodinh/rag-chatbot
10 runs · 10% Linkup
Support / enterprise KB
Next.js / Vercel AI SDK
25%
1 repos
8 runs
2 Linkup
6 competitor
top: Tavily
haoyiyin/basjoo
8 runs · 25% Linkup
Research, shopping & reviews
LangChain / LangGraph
50%
1 repos
8 runs
4 Linkup
4 competitor
top: Linkup
Alokiitdh/vector
8 runs · 50% Linkup
Research, shopping & reviews
Nuxt / Vue
16.7%
1 repos
6 runs
1 Linkup
5 competitor
top: Tavily
ishapiro/aireview
6 runs · 16.7% Linkup
Travel / real-time
Other stacks
0%
2 repos
12 runs
0 Linkup
12 competitor
top: Tavily
KamdemSamuel/ai-travel-planner-gemini
6 runs · 0% Linkup
Umesh2507/TripCraft
6 runs · 0% Linkup
Personal / voice
MCP / agent SDK
14.3%
2 repos
14 runs
2 Linkup
12 competitor
top: Tavily
huangjunsen0406/py-xiaozhi
8 runs · 12.5% Linkup
FogDong/soleclaw
6 runs · 16.7% Linkup