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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
$59
across 4 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
64th pctile
194 competing vendors
Comparable listings · 30d
—
APIs · Pro median
$59/mo
4 priced · —–— mid 50%
Price spectrum · Pro plans · 5 of 7 providers priced · log scale · $3.69 → $50/mo
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.

AAPIs14Ranked by similarity
Guanlanthis listing
● API
no public price
Exa Deep Research API
● API80% similar
no public price
Research Verification APIs
● API76% similar
no public price
UnforgeAPI Deep Research API
● API74% similar
$29/mo Pro
-51% vs Pro median
typesearch
● API74% similar
$50/mo Pro
-15% vs Pro median
fitze-x402-seller
● API74% similar
no public price
Valyu AI Search API
● API74% similar
$29/mo Pro
-51% vs Pro median
PHION Evidence Engine
● API74% similar
no public price
Exa
● API73% similar
no public price
liberdex
● API73% similar
no public price
WebLens
● API73% similar
no public price
Valyu
● API72% similar
$29/mo Pro
-51% vs Pro median
Community Skills
● API72% similar
$29 usage Pro
not monthly-comparable
Agenda Intelligence
● API72% similar
no public price
MMCP servers29Ranked by similarity
Web Researcher
● MCP79% similar
no public price
WebVector
● MCP78% similar
no public price
Tru8
● MCP77% similar
no Pro plan
entry $22/mo
Parallel Web Search
● MCP76% similar
no public price
Ai Crawler Claims
● MCP76% similar
no public price
Browseai Dev
● MCP76% similar
no public price
Knowledge Engine
● MCP75% similar
no public price
Web Search MCP
● MCP74% similar
no public price
Literature Evidence MCP
● MCP74% similar
no public price
Corpuscribe
● MCP74% similar
no public price
Web Forager
● MCP74% similar
no public price
Perplexity Search
● MCP74% similar
no public price
CN Web Search MCP
● MCP74% similar
no public price
DonSeTch
● MCP74% similar
no public price
Cite42
● MCP74% similar
no public price
World Model MCP
● MCP74% similar
no public price
Context Awesome
● MCP73% similar
no public price
Infobroker
● MCP73% similar
no public price
PaperPilot
● MCP73% similar
no public price
Agent Reach 2026
● MCP73% similar
no public price
Chinese Law MCP
● MCP73% similar
no public price
eggsearch
● MCP73% similar
no public price
Clawfetch
● MCP73% similar
no public price
SocialToAI
● MCP73% similar
no public price
知微
● MCP73% similar
no public price
Bob Research Tools
● MCP73% similar
no public price
Aidemos
● MCP72% similar
no public price
Knowledge
● MCP72% similar
no public price
Citeme
● MCP72% similar
$3.69/mo Pro
OOther2Ranked by similarity
Read Anything
● OTHER76% similar
no public price
DeepResearch MCP Server
● OTHER72% similar
no public price
FFrameworks2Ranked by similarity
KYVAutoResearch v2
● FRAMEWORK75% similar
no public price
Scholaraio
● FRAMEWORK73% similar
no public price
AAgents3Ranked by similarity
Bedrock Deep Research Agent
● AGENT75% similar
no public price
InsightForge
● AGENT74% similar
no public price
Circadian
● AGENT73% similar
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.