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