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Market around embedai_knowledge_search

AI-powered knowledge base search that converts static documentation into intelligent, searchable content. Users ask questions in natural language and get instant, contextual answers with citations from your existing docs.

Visit embedai.dev ↗Pricing page ↗
Pricing (2 buyer tiers · 3 plans)
Free plan available Free
As parsed from embedai.dev/ on 2026-08-24.

Explore the market

Prices and medians update for the tier you select.

Compare at
Embedai Knowledge Search · Pro
$99/mo
Pro plan
Pro-agent median
$29
across 11 priced agents
vs Pro agents
241% above
above Pro agents
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
67th pctile
168 strong substitutes
Price momentum · 31d
+22.7%
Agents · Pro median
$29/mo
11 priced · $20–$54.5 mid 50%
MCP servers · Pro median
$74/mo
2 priced · $61.5–$86.5 mid 50%
Platforms · Pro median
$19.13/mo
4 priced · $11.08–$38.5 mid 50%

Agents cost 0.4× MCP servers at the Pro tier.

Price spectrum · Pro plans · 13 of 19 providers priced · log scale · $4.58 → $199/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)large ringed dot = Embedai Knowledge Search ($99/mo)

Products in this market

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

AAgents33Ranked by relevance
embedai_knowledge_searchthis listing
● AGENT · relevance 100%
$99/mo Pro
+241% vs Pro median
PrivateGPT
● AGENT · relevance 84%
no public price
ai_knowledge_base_assistant
● AGENT · relevance 82%
no Pro plan
entry $199/mo
GPT Researcher
● AGENT · relevance 80%
$199/mo Pro
+586% vs Pro median
boei_pdf_ai
● AGENT · relevance 80%
no Pro plan
entry $19/mo
1min_ai_pdf_chat
● AGENT · relevance 79%
no public price
pepper_kb_assistant
● AGENT · relevance 79%
no public price
root_kg
● AGENT · relevance 79%
no public price
Khoj
● AGENT · relevance 78%
no public price
qbrin
● AGENT · relevance 78%
$25/mo Pro
-14% vs Pro median
Glean Assistant
● AGENT · relevance 77%
no public price
cenra
● AGENT · relevance 77%
$29/mo Pro
0% vs Pro median
Burmese
● AGENT · relevance 77%
no public price
custom_gpts
● AGENT · relevance 76%
no public price
AI Research Agent
● AGENT · relevance 76%
$25/mo Pro
-14% vs Pro median
twinthread_advisor
● AGENT · relevance 76%
$30/mo Pro
+3% vs Pro median
keinsaas_navigator
● AGENT · relevance 76%
no public price
aiagentdocs
● AGENT · relevance 75%
$12.99/mo Pro
-55% vs Pro median
pdfpeer
● AGENT · relevance 75%
$14.99/mo Pro
-48% vs Pro median
Claude
● AGENT · relevance 75%
no public price
intrafind_iassistant
● AGENT · relevance 75%
no public price
Knowron AI Agents
● AGENT · relevance 75%
no public price
aisera_copilot
● AGENT · relevance 74%
no public price
oboto
● AGENT · relevance 73%
no Pro plan
entry $29/mo
hound
● AGENT · relevance 73%
no public price
talktodata
● AGENT · relevance 73%
no public price
ancher
● AGENT · relevance 73%
$15/mo Pro
-48% vs Pro median
ai_doctor
● AGENT · relevance 73%
no public price
document_qa_assistant
● AGENT · relevance 73%
no public price
unblu_ai_virtual_agent
● AGENT · relevance 72%
no public price
google_notebooklm
● AGENT · relevance 72%
no public price
mahogany_chat
● AGENT · relevance 72%
$29/mo Pro
0% vs Pro median
microsoft_copilot
● AGENT · relevance 72%
no public price
MMCP servers7Ranked by relevance
RE
Recursive Support Agent
● MCP · relevance 79%
$49/mo Pro
-34% vs Pro median
Ragora
● MCP · relevance 78%
no public price
help_scout_mcp_server
● MCP · relevance 75%
no public price
nutrient_document_engine_mcp
● MCP · relevance 74%
no public price
AI
aidroid
● MCP · relevance 73%
no Pro plan
entry $10/mo
Quelvio
● MCP · relevance 73%
no Pro plan
entry $10/mo
confluent_support_rag
● MCP · relevance 73%
no public price
PPlatforms7Ranked by relevance
sitespeak_ai
● PLATFORM · relevance 79%
$79/mo Pro
+313% vs Pro median
Agentic AI for Work
● PLATFORM · relevance 77%
no public price
inkeep
● PLATFORM · relevance 73%
no public price
super_agent
● PLATFORM · relevance 73%
no public price
documentation_ai
● PLATFORM · relevance 73%
$4.58/mo Pro
-76% vs Pro median
Botpress
● PLATFORM · relevance 73%
custom quote Pro
not monthly-comparable
reviva
● PLATFORM · relevance 72%
no public price
OOther2Ranked by relevance
kibela
● OTHER · relevance 78%
no public price
Askance
● OTHER · relevance 72%
no public price
FFrameworks1Ranked by relevance
docmd_assistant
● 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.