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	GitHub Copilot	NotebookLM	HuggingChat	Ollama
Verification	Reviewed	Reviewed	Reviewed	Reviewed
Pricing	paid	freemium	free	open source
Deployment	browser extension	web app	web app	desktop
Review Level	Reviewed	Reviewed	Reviewed	Reviewed
Ownership	unclaimed	unclaimed	unclaimed	unclaimed
Market Score	90	68	54	70
Trust Score	0	0	0	0
Trend Score	82	72	55	70
Watchers	7,100	1,900	980	0
Page Views	1900000	360000	220000	0
Upvotes	14,200	4,200	2,100	0
Country	US	US	US	US
Founded	—	—	—	—
Agent Type	copilot	assistant	assistant	assistant
Model Stack	gpt-5 claude-4-5-sonnet gemini-3-pro	gemini-3-pro gemini-3-flash	llama-3.1-405b mixtral-8x22b gemma-2-27b	llama-4 deepseek-v3 gemma-3
Docs
Open Source
Demo
Website	github.com	notebooklm.google.com	huggingface.co	ollama.com

Factor (weight)	GitHub Copilot	NotebookLM	HuggingChat	Ollama
Trust Score (25%)	0%	0%	0%	0%
Watchers (20%)	100%	100%	100%	0%
Net Votes (20%)	100%	100%	100%	0%
Page Views (15%)	100%	100%	100%	0%
Verification (10%)	25%	13%	13%	13%
Completeness (10%)	55%	55%	80%	80%

Compare Agents

Add another agent
Coding Agents

GitHub Copilot

NotebookLM

HuggingChat

Ollama

Side-by-Side Comparison

Score Factor Breakdown