Slate
AI VISIBILITY REPORT

Together

Complete AI search performance analysis

30 prompts · 3 platforms · 90 responses

Mention Rate

17%
named in 15 of 90 answers
needs work

About Together

Together

Together

Together AI provides a full-stack AI cloud platform for building, deploying, and scaling AI workloads, including inference, fine-tuning, GPU clusters, storage, sandbox environments, and real-time voice agent infrastructure.

Category: AI native cloud platformSegment: AI engineersKey rival: Fireworks AI

Scorecard

Across all 90 AI answers

Visibility Score

9
0–100 · how often & how high you appear

Mention rate ÷ average rank (0–100). Higher when AI names you often and near the top.

Share of Voice

12.9%
your share vs competitors

Your share of the AI conversation, compared to competitors

Average Rank

#1.9
your position when you appear

Your typical position in AI recommendations

Visibility Distribution

Where you land across 90 answers — 30 prompts × 3 platforms

Top pick #1 · 7 runs
Recommended #2–3 · 7 runs
Mentioned #4+ · 1 run
Missing Not mentioned · 75 runs

Platform Performance

How your brand shows up on each AI platform — 30 prompts each

ChatGPT

13%
Avg rank #1.5

4/30 responses mention you

Google Overview

23%
Avg rank #2.3

7/30 responses mention you

Perplexity

13%
Avg rank #1.5

4/30 responses mention you

Competitive
Landscape

How you compare against competitors
in AI visibility

13%YOUR SHARE
share of voice
Together AI12.9%
RunPod7.7%
Vapi4.2%
Lambda4.0%
OpenAI3.7%
Fireworks AI3.3%
OpenRouter2.7%
Google Cloud2.5%
Other58.9%

Prompt-Level Detail

Every prompt we ran, tagged by type, with who showed up alongside you

#1

What is the best way to serve open-source models without managing GPUs myself?

Type

Problem-solving

Avg Rank

1st

Platforms

Competitors

Fireworks AIOpenRouterHugging Face
#2

How do leading serverless inference platforms compare for production AI workloads?

Type

Comparisons

Avg Rank

1st

Platforms

Competitors

OpenRouterRunPodReplicate+1
#3

What is the best platform for scaling batch inference jobs across large token workloads?

Type

Recommendations

Avg Rank

1st

Platforms

Competitors

Fireworks AI
#4

What are the most cost-effective ways to run open-source LLM inference in production?

Type

Problem-solving

Avg Rank

1st

Platforms

Competitors

Fireworks AIRunPodLambda
#5

What architecture do I need for real-time STT, LLM, and TTS pipelines?

Type

Educational

Avg Rank

1st

Platforms

Competitors

#6

Which AI cloud platforms are most cost-efficient for serving large open-source models?

Type

Recommendations

Avg Rank

2nd

Platforms

Competitors

OpenRouterFireworks AIRunPod+1
#7

How do I choose an AI platform for multimodal workloads like audio, image, and video inference?

Type

Recommendations

Avg Rank

1st

Platforms

Competitors

#8

How do I compare low-latency AI cloud providers for production conversational products?

Type

Comparisons

Avg Rank

2nd

Platforms

Competitors

Fireworks AI
#9

What is the best infrastructure for building voice agents that feel instant in conversation?

Type

Recommendations

Avg Rank

2nd

Platforms

Competitors

#10

What are the best options for on-demand GPU clusters that can also scale to thousands of GPUs?

Type

Recommendations

Avg Rank

2nd

Platforms

Competitors

LambdaRunPod
#11

What should I look for in an AI cloud platform for production inference, fine-tuning, and GPU clusters?

Type

Educational

Avg Rank

Platforms

Competitors

#12

How can I reduce end-to-end latency in real-time voice agents?

Type

Problem-solving

Avg Rank

Platforms

Competitors

#13

Which AI native cloud platforms are best for teams that need low-latency model serving at scale?

Type

Recommendations

Avg Rank

Platforms

Competitors

RunPodLambdaFireworks AI
#14

How do voice agent platforms compare on latency, reliability, and scaling?

Type

Comparisons

Avg Rank

Platforms

Competitors

#15

How do I choose between serverless inference and dedicated endpoints for an AI app?

Type

Educational

Avg Rank

Platforms

Competitors

#16

How do I evaluate production SLAs for an AI inference provider?

Type

Educational

Avg Rank

Platforms

Competitors

#17

How do AI teams choose between hosted inference APIs and self-hosted model serving?

Type

Comparisons

Avg Rank

Platforms

Competitors

#18

How do AI infrastructure platforms handle fine-tuning without managing training clusters?

Type

Problem-solving

Avg Rank

Platforms

Competitors

#19

What uptime and reliability questions should I ask before adopting a model-serving platform?

Type

Problem-solving

Avg Rank

Platforms

Competitors

#20

How do I compare AI cloud pricing models for token-based inference workloads?

Type

Comparisons

Avg Rank

Platforms

Competitors

#21

What should I consider when moving from experimentation to production AI infrastructure?

Type

Educational

Avg Rank

Platforms

Competitors

#22

How do I decide if a serverless AI platform is enough for my workload or if I need dedicated capacity?

Type

Comparisons

Avg Rank

Platforms

Competitors

#23

What should a production AI stack include if I need inference, fine-tuning, storage, and compute in one place?

Type

Educational

Avg Rank

Platforms

Competitors

#24

What are the tradeoffs between managed GPU clusters and self-managed Kubernetes for AI teams?

Type

Comparisons

Avg Rank

Platforms

Competitors

#25

Which AI cloud features matter most for teams building production agents?

Type

Educational

Avg Rank

Platforms

Competitors

#26

What’s the difference between dedicated model inference and dedicated container inference?

Type

Educational

Avg Rank

Platforms

Competitors

#27

How do I estimate the monthly cost of running production LLM inference?

Type

Problem-solving

Avg Rank

Platforms

Competitors

#28

How do I deploy custom models with automatic scaling and observability?

Type

Problem-solving

Avg Rank

Platforms

Competitors

Replicate
#29

How do I evaluate an AI platform for enterprise production readiness?

Type

Educational

Avg Rank

Platforms

Competitors

#30

How do I select an inference platform that supports both experimentation and production capacity?

Type

Recommendations

Avg Rank

Platforms

Competitors

Citation Ecosystem

Understanding where AI models source information about your brand

Citation Breakdowncitations by source type
100%Third Party
Owned 0%
Competitor 0%
Third Party 100%
Not Cited 0%
Top Domainsthe sources AI cites most
youtube.com82
gmicloud.ai53
medium.com37
reddit.com33
linkedin.com25