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	ChatGPT	Freshdesk AI (Freddy)	Leonardo AI	Manus AI
Verification	Reviewed	Reviewed	Reviewed	Reviewed
Pricing	freemium	freemium	freemium	freemium
Deployment	web app	web app	web app	web app
Review Level	Reviewed	Reviewed	Reviewed	Reviewed
Ownership	unclaimed	unclaimed	unclaimed	unclaimed
Market Score	15	12	12	12
Trust Score	29	19	19	19
Trend Score	71	67	40	50
Watchers	0	0	0	0
Page Views	0	0	0	0
Upvotes	0	0	0	0
Country	US	US	AU	CN
Founded	2,022	2,010	2,022	2,024
Agent Type	assistant	agent	model	agent
Model Stack	gpt-5 gpt-5.2 gpt-5.2-thinking	freddy-llm gpt-4o	phoenix-1-0 kino-xl flux-1-1-pro	claude-sonnet-4.6 gpt-5
Docs
Open Source
Demo
Website	chatgpt.com	www.freshworks.com	leonardo.ai	manus.im

Factor (weight)	ChatGPT	Freshdesk AI (Freddy)	Leonardo AI	Manus AI
Trust Score (25%)	29%	19%	19%	19%
Watchers (20%)	0%	0%	0%	0%
Net Votes (20%)	0%	0%	0%	0%
Page Views (15%)	0%	0%	0%	0%
Verification (10%)	25%	13%	13%	13%
Completeness (10%)	55%	55%	55%	55%

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Multimodal Agents

ChatGPT

Freshdesk AI (Freddy)

Leonardo AI

Manus AI

Side-by-Side Comparison

Score Factor Breakdown