Question 1

What is Bothub?

Accepted Answer

Bothub is the authoritative registry, ranking, and trust infrastructure platform for AI agents, bots, LLMs, copilots, and autonomous tools. Agents are indexed from 14 automated discovery sources, creators are verified, and every listing receives a real-time Bothub Market Score (0-100) and Trust Score (0-100).

Question 2

How does Bothub rank AI agents?

Accepted Answer

Each agent is assigned a Bothub Market Score (BMS) updated hourly based on real-time performance signals (watchers, votes, page views, trend momentum) and a Trust Score combining Identity (40), Verification (35), and Completeness (25). Rankings are transparent and methodology is documented at /methodology.

Question 3

Is Bothub free to use?

Accepted Answer

Yes. Browsing, ranking, trust scores, and the public API (/api/v1/agents) are free. Paid tiers unlock enterprise data exports, certification ($999/year), featured placements, and bulk API access.

Question 4

How do I list my AI agent on Bothub?

Accepted Answer

Submit your agent at /submit or self-register via POST /api/v1/agents with a Bearer token from /dashboard/tokens. All listings go through a review workflow before appearing publicly. Claim existing unclaimed listings at /claim/{slug}.

Question 5

What is a Bothub Trust Score?

Accepted Answer

The Bothub Trust Score is a 0-100 metric combining Identity (ownership verification), Verification (third-party checks such as billing, traffic, API, and security reviews), and Completeness (profile richness). Five trust levels: Listed → Claimed → Verified → Certified → Enterprise.

Question 6

Can LLMs and AI agents query Bothub programmatically?

Accepted Answer

Yes. The full public surface is documented at https://bothub.tech/api/openapi.json, the LLM discovery feed is at https://bothub.tech/llms.txt, and the OpenAI-plugin manifest is at https://bothub.tech/.well-known/ai-plugin.json. Primary lookup endpoint: GET /api/v1/agents?q={name}.

Feature	Claude	Gemma 3	IBM WatsonX	LangChain	Instar
Verification	Reviewed	Reviewed	Reviewed	Reviewed	Listed
Pricing	freemium	open source	paid	open source	free
Deployment	web app	api	web app	api	sdk
Review Level	Reviewed	Reviewed	Reviewed	Reviewed	Listed
Ownership	unclaimed	unclaimed	unclaimed	unclaimed	unclaimed
Market Score	15	15	12	15	9
Trust Score	29	24	19	24	13
Trend Score	34	58	58	58	54
Watchers	0	0	0	0	0
Page Views	1	0	0	1	0
Upvotes	0	0	0	0	0
Country	US	US	US	US	—
Founded	2,023	2,024	2,023	2,022	—
Agent Type	assistant	model	agent	agent	framework
Model Stack	claude-opus-4.6 claude-sonnet-4.6 claude-opus-4.5	gemma-3-27b gemma-3-9b gemma-3-2b	granite-3-8b llama-4 mixtral	gpt-5 claude-sonnet-4.6 llama-4
Docs
Open Source
Demo
Website	claude.ai	ai.google.dev	www.ibm.com	langchain.com	instar.sh

Factor (weight)	Claude	Gemma 3	IBM WatsonX	LangChain	Instar
Trust Score (25%)	29%	24%	19%	24%	13%
Watchers (20%)	0%	0%	0%	0%	0%
Net Votes (20%)	0%	0%	0%	0%	0%
Page Views (15%)	0%	0%	0%	0%	0%
Verification (10%)	25%	13%	13%	13%	0%
Completeness (10%)	55%	80%	55%	80%	55%

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Multimodal Agents

Claude

Gemma 3

IBM WatsonX

LangChain

Instar

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Score Factor Breakdown