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Market around guanlan

Research layer for AI agents to understand Chinese internet sources, platform context, evidence boundaries, and reusable materials. Routes queries to appropriate sources and structures evidence for agent reasoning.

Visit Guanlan.xin ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
guanlan · Pro
No Pro plan
—
Pro-API median
$53
across 6 priced APIs
vs Pro APIs
No comparison
guanlan doesn't sell Pro
ⓘ Comparisons are same provider type (API) and same buyer tier (Pro). Never across tiers.
Market density
57th pctile
104 strong substitutes
Price momentum · 31d
Flat
Agents · Pro median
$25/mo
1 priced · $25–$25 mid 50%
MCP servers · Pro median
$29/mo
3 priced · $16.35–$64 mid 50%
APIs · Pro median
$53/mo
6 priced · $33.5–$81.5 mid 50%

Agents cost 0.9× MCP servers at the Pro tier.

Price spectrum · Pro plans · 7 of 11 providers priced · log scale · $3.69 → $99/mo
Agents MCP servers APIs◻ shaded = middle 50% · line = median (all types)guanlan has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches guanlan's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

AAPIs11Ranked by relevance
guanlanthis listing
● API · relevance 100%
no public price
Exa Deep Research API
● API · relevance 80%
no public price
UnforgeAPI Deep Research API
● API · relevance 74%
$29/mo Pro
-45% vs Pro median
Valyu AI Search API
● API · relevance 74%
no public price
Exa
● API · relevance 73%
no public price
community_skills
● API · relevance 72%
$29/mo Pro
-45% vs Pro median
nebius_announces_agreement_to_
● API · relevance 71%
no public price
Deep Research API
● API · relevance 71%
no public price
fastcrw
● API · relevance 71%
$59/mo Pro
+11% vs Pro median
FactsAI
● API · relevance 70%
no public price
web_search_plus
● API · relevance 70%
no public price
MMCP servers28Ranked by relevance
web_researcher_mcp
● MCP · relevance 79%
no public price
WebVector
● MCP · relevance 78%
no public price
tru8
● MCP · relevance 77%
no Pro plan
entry $23/mo
Parallel Web Search
● MCP · relevance 76%
no public price
browseai_dev
● MCP · relevance 76%
no public price
Web Search MCP
● MCP · relevance 74%
no public price
web_forager
● MCP · relevance 74%
no public price
perplexity_search
● MCP · relevance 74%
no Pro plan
entry $10/mo
cite42
● MCP · relevance 74%
no public price
context_awesome
● MCP · relevance 73%
no public price
PaperPilot
● MCP · relevance 73%
$99/mo Pro
+241% vs Pro median
agent_reach_2026
● MCP · relevance 73%
no public price
clawfetch_mcp
● MCP · relevance 73%
no public price
aidemos_mcp
● MCP · relevance 72%
no public price
citeme
● MCP · relevance 72%
$3.69/mo Pro
-87% vs Pro median
rival_search_mcp
● MCP · relevance 72%
no public price
SciWeave MCP Server
● MCP · relevance 72%
no public price
AI
AI Research Assistant
● MCP · relevance 72%
no public price
autosearch
● MCP · relevance 72%
no public price
openalex_research_mcp
● MCP · relevance 71%
no public price
Tavily
● MCP · relevance 71%
no public price
jina_mcp_server
● MCP · relevance 70%
no public price
ForgeMesh Library
● MCP · relevance 70%
no public price
SW
swarm_web_crawller
● MCP · relevance 70%
no public price
Taiwan Law MCP
● MCP · relevance 70%
no public price
serpdive
● MCP · relevance 70%
no Pro plan
entry $18/mo
pubmed_search_mcp_2
● MCP · relevance 70%
no public price
docimprint
● MCP · relevance 70%
$29/mo Pro
0% vs Pro median
OOther3Ranked by relevance
read_anything
● OTHER · relevance 76%
no public price
Infobroker
● OTHER · relevance 73%
no public price
Syntology
● OTHER · relevance 72%
no public price
AAgents7Ranked by relevance
bedrock_deep_research_agent
● AGENT · relevance 75%
no public price
scienceclaw
● AGENT · relevance 72%
no public price
Research Agent
● AGENT · relevance 71%
no public price
AI Research Agent
● AGENT · relevance 71%
$25/mo Pro
firecrawl_github
● AGENT · relevance 70%
no public price
Corti's PubMed Expert agent
● AGENT · relevance 70%
no Pro plan
entry $1000/mo
TrueStar
● AGENT · relevance 70%
no public price
FFrameworks1Ranked by relevance
scholaraio
● FRAMEWORK · relevance 73%
no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.