Public AI visibility scan

Beam AI visibility scan results

beam.cloudserverless GPU platform for ML inferenceScanned 4 days ago(2026-05-22)
Overall score
2/10
Invisible

2/10 overall — Beam appears in roughly 4 of 20 buyer Conversations across the four Surfaces. The named villain in their category is Modal.

Per-Surface breakdown

Each Surface ran the same five buyer Conversations. The Score below is mentions out of total Conversations.

ChatGPT
0/5
0 of 5 Conversations named Beam
Gap: OmittedTop competitor named in their place: Modal
Claude
6/5
3 of 5 Conversations named Beam
Gap: GenericTop competitor named in their place: Modal
Perplexity
0/5
0 of 5 Conversations named Beam
Gap: OmittedTop competitor named in their place: Modal
Gemini
2/5
1 of 5 Conversations named Beam
Gap: OmittedTop competitor named in their place: Modal

What this means

Each Conversation is a buyer question a real prospect in the serverless GPU platform for ML inference category could ask. We send the same question to each Surface (ChatGPT, Claude, Perplexity, Gemini) and check whether Beam is named in the answer.

An overall Score of 2/10 means Beam was named in roughly 4 of 20 total Conversations across the four Surfaces. The named villain in their category is Modal, which appeared in 16 of 20 Conversations. The Surface with the largest Gap is ChatGPT.

Top buyer Conversations from this scan

A selection of the actual buyer questions and what each Surface answered. Prompts and responses are truncated for readability. The full raw JSON is linked at the bottom of this page.

  1. ChatGPTBeam omitted

    What is the best serverless GPU platform for ML inference platform for a B2B SaaS team?

    Choosing the best serverless GPU platform for machine learning (ML) inference for a B2B SaaS team depends on several factors, including ease of use, scalability, cost, integration capabilities, and specific requirements…

  2. ClaudeBeam omitted

    What is the best serverless GPU platform for ML inference platform for a B2B SaaS team?

    # Best Serverless GPU Platforms for ML Inference (B2B SaaS) For a B2B SaaS team, here are the top options: ## **Top Recommendations** ### 1. **Modal** ⭐ Best Overall - **Pros**: Excellent DX, true pay-per-second billing…

    Named in their place: Modal, Replicate, Banana
  3. PerplexityBeam omitted

    What is the best serverless GPU platform for ML inference platform for a B2B SaaS team?

    For a **B2B SaaS team building an ML inference platform**, the best **default choice** is usually: ## **Northflank** **Why it stands out** - Best fit for **production, long-lived inference APIs** - Supports **GPU-backed…

    Named in their place: Modal, Replicate
  4. GeminiBeam omitted

    What is the best serverless GPU platform for ML inference platform for a B2B SaaS team?

    Choosing the "best" serverless GPU platform for ML inference for a B2B SaaS team depends heavily on your specific needs and priorities. Here's a breakdown of popular options, their strengths and weaknesses, and key cons…

    Named in their place: Modal
  5. ChatGPTBeam omitted

    What is the best serverless GPU platform for ML inference platform for a B2B SaaS team?

    Choosing the best serverless GPU platform for machine learning (ML) inference for a B2B SaaS team depends on several factors, including ease of use, scalability, cost, integration capabilities, and specific requirements…

What can Beam do about this?

Bersyn diagnoses why a brand is omitted on each Surface and generates corrective Patches anchored to attested Product Identity. Two ways to start:

If you are Beam and want this page removed, email gissur@qualitas.is and we will take it down.

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