98 /100
AI VISIBILITY REPORT · A+ · Software

vercel.com

Exceptional. AIs read you, understand you, and can cite you with confidence.

= unchanged since 2026-09-07

Scanned on 2026-09-08 · Permalink · Scan another domain

Does the AI recommend you?

We asked an AI assistant 3 questions a customer would ask when looking for what you offer, without naming you. This is what it answered with web search enabled:

The assistant did not name you in any of the 3 questions.

What's the best platform to deploy and scale AI agents and autonomous applications?

○ You do not appear

"Based on current 2026 reviews and rankings, TrueFoundry is best for enterprises as a production-grade platform for deploying, governing, and scaling agentic AI systems. Northflank is the strongest fit if you need secure …"

Recommended: TrueFoundry · Northflank · CrewAI · LangGraph · Taskade Genesis · AWS Bedrock AgentCore · Vertex AI Agent Builder

Which hosting solution should I choose for building production-ready agentic AI systems?

○ You do not appear

"For production agentic AI systems, Northflank offers a full-stack application platform supporting AI agents, databases, GPU workloads, and isolated sandbox environments with microVM and gVisor-based isolation. Modal exce…"

Recommended: Northflank · Modal · Railway · AWS Bedrock AgentCore · Fly.io · Trigger.dev

How can I quickly set up infrastructure for running intelligent agents without managing servers?

○ You do not appear

"For serverless agent infrastructure without server management, Modal delivers AI infrastructure designed for compute-intensive and agentic workloads across CPUs and GPUs. Azure Functions ships a serverless agents runtime…"

Recommended: Modal · Azure Functions · AWS Lambda · AWS Bedrock · Google Cloud Run

Who appears in your place

Brands the assistant recommended when answering these questions:

AWS Bedrock AgentCore · 2 timesModal · 2 timesNorthflank · 2 timesAWS Bedrock · onceAWS Lambda · onceAzure Functions · once

Where the AI reads

The pages the assistant relied on to answer. Being well represented on these sources is the most direct way to get recommended.

Your site is not among the sources it used: today the AI decides without reading you.

northflank.com

2 answers · cited in 2

4agent.dev

1 answer · cited in 1

ankurm.com

1 answer · cited in 1

dev.to

1 answer · cited in 1

fast.io

1 answer · cited in 1

+10 more sources, with their pages, in the full report.

What the AI says about your business

We asked it directly. If something is wrong, outdated or missing, look at the source it comes from: that is where it gets fixed.

"Based on current information, here's what you should know about Vercel: Vercel is a cloud platform focused on frontend development, originally founded in 2015 to make it easy for frontend developers to launch web apps without worrying about infrastructure. You can connect a Git repo and quickly get global CDN distribution, free SSL, serverless functions, and automated deploys. The platform offers services including a content delivery network (CDN), serverless functions, object storage, and static site hosting. For pricing, Vercel offers a free Hobby plan for personal use, a Pro plan starting at around $20 per user per month with usage credits and extra resource billing, and an Enterprise plan with custom pricing. However, be aware that reviewers report bandwidth bill shock, per-seat costs that climb as teams grow, and build limits that interrupt active development. While praised for its industry-leading developer experience and global edge network, costs can scale rapidly compared to raw infrastructure. If you plan to grow your team or expect significant traffic, you'll want to carefully understand their usage-based billing model beyond the base monthly fee."

Answer from an AI assistant, with web search · 2026-10-11

Where it got it from: getdeploying.com · focusreactive.com · checkthat.ai · comparedge.com · joinsecret.com · schematichq.com

It did not cite your site: what it says about you comes from other sites.

This is the assistant's answer right now: it changes over time and between assistants. It is not a ranking or a promise. · 2026-10-11

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● Content readable without JavaScript

20/20

551 words visible without running JavaScript. Any agent can read you.

● AI crawler access

17/17

robots.txt present and no AI crawler is blocked.

● Structured data (schema.org)

15/15

Valid JSON-LD with types: Organization, Service, SoftwareApplication. AIs understand what you are without guessing.

● Semantic structure

12/12

Correct hierarchy, language declared (en).

● Metadata and identity

9/10

Missing or weak: meta description of useful length (50–320).

How to fix it: Complete your metadata: it is the first (and sometimes only) impression an AI gets of each page.
Copy-paste fix
<title>Agentic Infrastructure - Vercel</title>
<meta name="description" content="The autonomous stack for every app and agent.">
<link rel="canonical" href="https://vercel.com/">
<meta property="og:title" content="Agentic Infrastructure - Vercel">
<meta property="og:description" content="The autonomous stack for every app and agent.">
<meta property="og:type" content="website">
<meta property="og:url" content="https://vercel.com/">

● Performance and access

9/10

Notes: heavy HTML (513 KB).

How to fix it: Agents work on time budgets: too slow or too heavy and they skip you.

● llms.txt

8/8

Found (3797 bytes). Emerging convention covered: if crawlers adopt it broadly, you are ready.

● Sitemap

8/8

Sitemap declared in robots.txt (https://vercel.com/sitemap.xml).

Compare against a competitor

Visibility is relative: when an AI recommends, it chooses between you and them.

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