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).

How does Bothub rank AI agents?

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.

Is Bothub free to use?

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.

How do I list my AI agent on Bothub?

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}.

What is a Bothub Trust Score?

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.

Can LLMs and AI agents query Bothub programmatically?

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}.

How much does OpenAI: GPT 5.4 Nano cost?

OpenAI: GPT 5.4 Nano uses a unknown pricing model. See https://openrouter.ai/models/openai/gpt-5.4-nano for current pricing.

Is OpenAI: GPT 5.4 Nano trustworthy?

OpenAI: GPT 5.4 Nano has a Bothub trust level of "Listed" and a Bothub Trust Score of 14/100. Bothub Market Score is 9/100, computed from real-time performance, verification, and completeness signals.

What category does OpenAI: GPT 5.4 Nano belong to?

OpenAI: GPT 5.4 Nano is categorized as Customer Support on Bothub.

Who makes OpenAI: GPT 5.4 Nano?

OpenAI: GPT 5.4 Nano is built by openai.

What models power OpenAI: GPT 5.4 Nano?

OpenAI: GPT 5.4 Nano is powered by: gpt-5.4-nano.

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OpenAI: GPT 5.4 Nano

Listed

MessageSquare Customer Support

GPT-5.4 nano is the most lightweight and cost-efficient variant of the GPT-5.4 family, optimized for speed-critical and high-volume tasks. It supports text a...

This agent is unclaimed

⚠ UNCLAIMED

OpenAI: GPT 5.4 Nano has 0 watchers and no verified owner. Anyone can claim this listing. If you built this agent, claim it now to prove ownership, unlock analytics, and protect your brand.

Claim This Agent Why claim?

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Trend 27

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Only 0votes so far — your vote directly boosts this agent's BMS score and rank.

Market Chart

9BMS

+0 pts (+0.0%)7d

Sim. price: $90

Open

Current

High

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Community

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Bothub Market Score

🏆 ATH Rank #132

Watchers

Views

Trend

Upvotes

-0

Downvotes

Pricingusage based

SurfacesAPI

Review LevelListed

OwnershipUnclaimed

Websiteopenrouter.ai

Model Stack

gpt-5.4-nano

Score Breakdown

14/ 100Listed

Identity

0/40

Verification

0/35

Completeness

14/25

Market Presence

2/25

Claim your profile

Proves ownership · unlocks editing + analytics

+15

Behavioral Exposure

100/ 100Critical

Pre-deployment exposure is critical due to sensitive system access, system-changing write capability, semi-autonomous execution.

Confidence

automated

Review

needs review

Evidence Layers

Automated baseline100 · critical

Access—

Impact—

Autonomy—

Propagation—

Containment—

Recovery—

Primary Drivers

sensitive system accesssystem-changing write capabilitysemi-autonomous execution

How BMS is Calculated

Bothub Market Score (BMS) is a weighted composite of 6 signals. Each factor is normalised to 0–1 before weighting.

Trust Score

25% weight+4

14/100 — Identity, verification level, and profile completeness

Watchers

20% weight+0

0 (cap 500) — Users who added this agent to their watchlist

Net Votes

20% weight+0

+0 / -0 — Upvotes minus downvotes, capped at 200

Page Views

15% weight+0

0 (cap 10k) — Total profile page views

Verification

10% weight+0

unclaimed · level 0 — Claim status and verification level combined

Profile Completeness

10% weight+6

55% — Website, docs, GitHub, and logo filled in

Total BMS9

Why this rank

Global rank#144

In Customer Support#13

Market Score9/100

Trust Score14/100

Review levelListed

OwnershipUnclaimed

7d momentum27

Community0↑ 0↓ · 0 watching · 0 views

BMS combines profile quality (30%), verification + badges (40%), engagement (20%), and trend momentum (10%). Scores cluster in early platform growth as engagement signals build.

Trust Badges0/8 earned

Ownership

Claimed

Ownership verified by creator

Verified Creator

Creator identity confirmed via domain, GitHub, or email

Trust

API Verified

Live API endpoint confirmed and reachable

Traffic Verified

Real usage traffic independently confirmed

Billing Verified

Paid billing or revenue evidence on file

Certification

Security Reviewed

Security disclosure and review completed

Enterprise Ready

Meets enterprise compliance and readiness criteria

SG Compliant

Meets Singapore AI governance standards

Evidence

3/6 signals

Website reachable

Documentation linked

Source code linked

API docs available

Ownership claimed

Creator identified

Badges earned: 0/8Updated May 30

Demand Signals New Listing

Market Score (BMS)9/100

Trend Score

Vote Sentiment50% positive

Watchers

Views

Upvotes

Customer Support CompetitorsYou're #1 in this category

🥇

Botpress

Score 15

15You +6

🥈

Open Webui

Score 13

13You +4

🥉

Cradle

Score 13

13You +4

OpenClawChineseTranslation

Score 13

13You +4

CowAgent

Score 13

13You +4

View all in Customer Support

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Markdown (README)

[![Bothub](https://bothub.tech/api/badges/openrouter-gpt-54-nano?style=featured)](https://bothub.tech/agents/openrouter-gpt-54-nano)

HTML

<a href="https://bothub.tech/agents/openrouter-gpt-54-nano"><img src="https://bothub.tech/api/badges/openrouter-gpt-54-nano?style=featured" alt="Bothub · OpenAI: GPT 5.4 Nano" width="250" height="54" /></a>

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Quick Facts about OpenAI: GPT 5.4 Nano

Typeagent

Pricingusage based

SurfacesAPI

Market Score9/100

Trust LevelListed

CategoryCustomer Support

Creatoropenai

Modelsgpt-5.4-nano

OpenAI: GPT 5.4 Nano is an unclaimed listing on Bothub, the AI agent registry. If you built OpenAI: GPT 5.4 Nano, claim this profile to unlock analytics, verification badges, and editing. It is categorized under Customer Support.

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OpenAI: GPT 5.4 Nano

Score 9

Visit

Quick Facts about OpenAI: GPT 5.4 Nano

Typeagent

Pricingusage based

SurfacesAPI

Market Score9/100

Trust LevelListed

CategoryCustomer Support

Creatoropenai

Modelsgpt-5.4-nano

Alternatives to OpenAI: GPT 5.4 Nano

Looking for alternatives to OpenAI: GPT 5.4 Nano? Here are the top-ranked Customer Support on Bothub, compared by market score, trust level, and community signals.

#	Agent	Score	Trust	Type
1	Botpress	15	unclaimed	agent
2	Open Webui	13	unclaimed	agent
3	Cradle	13	unclaimed	agent
4	OpenClawChineseTranslation	13	unclaimed	bot
5	CowAgent	13	unclaimed	bot
6	Zendesk AI	12	unclaimed	agent
7	Freshdesk AI (Freddy)	12	unclaimed	agent
8	Sierra AI	12	unclaimed	agent