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Market around AI Product Assistant RAG

Open-source Python ReAct agent for product, sales, presales, and customer success teams. Combines hybrid BM25 and Qdrant retrieval, reranking, tool calling, streaming answers, knowledge management, and trace observability.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
AI Product Assistant RAG · Pro
No Pro plan
—
Pro-agent median
$120
across 6 priced agents
vs Pro agents
No comparison
AI Product Assistant RAG doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
40th pctile
9 competing vendors
Comparable listings · 30d
Flat
driven by qbrin $25→$36
Agents · Pro median
$120/mo
6 priced · $72.75–$260 mid 50%
Price spectrum · Pro plans · 10 of 15 providers priced · log scale · $4 → $1499/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)AI Product Assistant RAG has no comparable Pro price — not plotted

Products in this market

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

AAgents24Ranked by similarity
AI Product Assistant RAGthis listing
● AGENT
no public price
Agentic Research Assistant
● AGENT77% similar
no public price
Ai Knowledge Base Assistant
● AGENT74% similar
no Pro plan
entry $199/mo
Glean Assistant
● AGENT74% similar
no public price
Backdrop
● AGENT72% similar
no Pro plan
entry $49/mo
Keinsaas Navigator
● AGENT72% similar
no public price
Enterprise Research Agent
● AGENT72% similar
no public price
GPT Researcher
● AGENT72% similar
$140/mo Pro
+17% vs Pro median
Burmese
● AGENT72% similar
no public price
Glean Deep Research
● AGENT72% similar
no public price
Qbrin
● AGENT72% similar
no public price
AI Copilot
● AGENT71% similar
no Pro plan
entry $286/mo
Salestrics
● AGENT71% similar
no public price
eesel AI
● AGENT71% similar
no Pro plan
entry $199/mo
PrivateGPT
● AGENT71% similar
no public price
Littlebird
● AGENT71% similar
$17/mo Pro
-86% vs Pro median
Knowron AI Agents
● AGENT71% similar
no public price
Onclik Ai Copilot
● AGENT71% similar
$1499/mo Pro
+1154% vs Pro median
Shadow Meeting Agent
● AGENT71% similar
no public price
KERN-IT Enterprise AI Assistant
● AGENT71% similar
no public price
SupportAI
● AGENT71% similar
no public price
Twinthread Advisor
● AGENT70% similar
$30/mo Pro
-75% vs Pro median
Donna
● AGENT70% similar
no public price
Agentdesk 2
● AGENT70% similar
no public price
PPlatforms3Ranked by similarity
Agentic AI for Work
● PLATFORM72% similar
no public price
Simpplr Ai
● PLATFORM71% similar
no public price
GreatArrow
● PLATFORM70% similar
$119/mo Pro
OOther1Ranked by similarity
Constructor Ai
● OTHER72% similar
no public price
MMCP servers1Ranked by similarity
Weav
● MCP72% similar
$29/mo Pro
FFrameworks1Ranked by similarity
Langchain React Agent
● FRAMEWORK70% 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.