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	Ideogram	OpenAI Codex CLI	Ollama	Cohere Command R+
Verification	Reviewed	Reviewed	Reviewed	Reviewed
Pricing	freemium	usage based	open source	paid
Deployment	web app	api	desktop	api
Review Level	Reviewed	Reviewed	Reviewed	Reviewed
Ownership	unclaimed	unclaimed	unclaimed	unclaimed
Market Score	12	70	15	67
Trust Score	19	24	24	19
Trend Score	48	40	45	49
Watchers	0	2,900	0	1,200
Page Views	0	540000	0	280000
Upvotes	0	6,200	0	2,600
Country	CA	US	US	CA
Founded	2,023	2,025	2,023	2,019
Agent Type	model	agent	assistant	assistant
Model Stack	ideogram-3	gpt-5 gpt-5-codex o3	llama-4 deepseek-v3 gemma-3	command-r-plus command-r embed-v3
Docs
Open Source
Demo
Website	ideogram.ai	openai.com	ollama.com	cohere.com

Factor (weight)	Ideogram	OpenAI Codex CLI	Ollama	Cohere Command R+
Trust Score (25%)	19%	24%	24%	19%
Watchers (20%)	0%	100%	0%	100%
Net Votes (20%)	0%	100%	0%	100%
Page Views (15%)	0%	100%	0%	100%
Verification (10%)	13%	13%	13%	13%
Completeness (10%)	55%	80%	80%	55%

Compare Agents

Add another agent
Multimodal Agents

Ideogram

OpenAI Codex CLI

Ollama

Cohere Command R+

Side-by-Side Comparison

Score Factor Breakdown