Market Map

Browse every active market, then open a focused workspace for products and saved evidence.

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Creative media and design 92

Sales and marketing 80

Productivity and collaboration 85

Software development and IT operations 77

Entertainment and lifestyle 98

AI application development and infrastructure 28

AI model playgrounds 2

AI model workbenches 41

LLM cost monitoring 28

AI agent workforce platforms 1

Language model APIs 1

Multimodal AI model platforms 2

Computer vision APIs 1

No-code business AI agent and workflow builders 312

Conversational AI app and chatbot builders 125

AI application and agent development platforms 121

Developer image generation models and APIs 100

Multi-provider AI model API gateways 83

AI prompt development and optimization tools 68

Managed AI agent runtimes and hosting 56

AI prompt marketplaces and discovery libraries 53

AI compute infrastructure 51

AI system operations and evaluation platforms 40

AI agent memory infrastructure 39

Agentic browser automation 35

Web search APIs 31

AI decision support tools 31

AI agent payments 30

AI training data platforms 29

AI agent tool integration and MCP platforms 22

AI software requirements and specification tools 21

AI job description and recruitment ad generators 12

Custom software development services 11

Synthetic data generation 8

Writing and publishing 35

Data, analytics and research 39

Finance and accounting 46

Healthcare, life sciences and wellness 47

Education and training 33

Human resources and careers 16

Commerce and retail 30

Customer service and success 7

Security and privacy 30

Real estate, construction and industrial operations 32

Business operations and automation 17

Product management and user research 7

Legal and compliance 26

Travel and hospitality 16

Public safety and criminal justice 1

Selected market #12120

LLM cost monitoring

Tools that track, calculate, and optimize token usage and API spending for language models, excluding general model deployment, experimentation playgrounds, and code-execution sandboxes.

AI model playgrounds · 40.6% of its observed products

Public products

Organic visits / mo

113,750 est.

Median visits / mo

27.5 est.

Top-three traffic share

94.6%

Products

Current public products for this market, Top first and limited to six.

DeepChecksTop player

deepchecks.com

45,427 est. visitsDR 27.4

Berri.aiTop player

litellm.ai

40,224 est. visitsDR 48.8

ZuploTop player

zuplo.com

21,949 est. visitsDR 31.8

Standard ComputeTop player

standardcompute.com

1,767 est. visitsDR 15.0

Abliteration.aiTop player

abliteration.ai

1,443 est. visitsDR 19.5

Manifest

manifest.build

1,267 est. visitsDR 23.2