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	NotebookLM	Augment Code	CrewAI	E2B
Verification	Reviewed	Reviewed	Reviewed	Listed
Pricing	freemium	paid	open source	free
Deployment	web app	browser extension	api	sdk
Review Level	Reviewed	Reviewed	Reviewed	Listed
Ownership	unclaimed	unclaimed	unclaimed	unclaimed
Market Score	67	67	70	13
Trust Score	19	19	24	19
Trend Score	47	45	57	37
Watchers	1,900	2,200	580	0
Page Views	360001	390000	120003	0
Upvotes	4,200	4,800	1,100	0
Country	US	US	US	—
Founded	2,023	2,023	2,023	—
Agent Type	assistant	agent	agent	copilot
Model Stack	gemini-2.5-pro gemini-2.5-flash	claude-4-5-opus claude-4-5-sonnet gpt-5	claude-sonnet-4.6 gpt-5 llama-4
Docs
Open Source
Demo
Website	notebooklm.google.com	augmentcode.com	crewai.com	e2b.dev

Factor (weight)	NotebookLM	Augment Code	CrewAI	E2B
Trust Score (25%)	19%	19%	24%	19%
Watchers (20%)	100%	100%	100%	0%
Net Votes (20%)	100%	100%	100%	0%
Page Views (15%)	100%	100%	100%	0%
Verification (10%)	13%	13%	13%	0%
Completeness (10%)	55%	55%	80%	80%

Compare Agents

Add another agent
Coding Agents

NotebookLM

Augment Code

CrewAI

E2B

Side-by-Side Comparison

Score Factor Breakdown