AI visibility report

virlo

virlo.ai · Last audited May 3, 2026

AIO score

Strong

77 / 100

Ghost Test

No gaps

0 / 1

key questions AI crawlers couldn't answer

Summary

virlo.ai is in good shape for AI crawlers (AIO 77/100). The most room to improve is Renderability & JS (6/20). AI crawlers can find a description of what the company does in the HTML your server sends.

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Top fixes

Score breakdown

What's working

  • Technical & crawlability: 20/25
  • Structure & readability: 26/30
  • Metadata & consistency: 25/25
  • Structured data (JSON-LD) on all 10 sampled pages
  • Every sampled page has an H1 heading

How the score is calculated

Ghost Test: can AI crawlers answer buyer questions?

We ask an AI model each question twice: once using only the HTML a crawler like GPTBot receives, and once using the page as visitors see it after JavaScript runs. A question is flagged when only the visitor version can answer it.

Homepage only: some of the pages the targeted questions need were not found, so we asked one broad question about the homepage instead.

What is this, and how does it make my life better? OK

Page: https://virlo.ai/

Both versions could answer: AI crawlers get the same information visitors do.

Answer from what the AI crawler sees 

01  Virlo is a social listening and analytics tool designed for TikTok, YouTube Shorts, and Instagram Reels. It helps you track video trends, monitor creators and competitors, and identify viral content before it becomes mainstream. This tool can enhance your life by providing real-time insights that allow you to create data-backed marketing assets, streamline your social media strategy, and stay ahead of trends in your industry. With features like custom niches, AI-powered insights, and integration with existing workflows, Virlo simplifies the process of social media marketing, making it less time-consuming and more effective.

Answer from what visitors see 

01  Virlo is a social listening platform designed for tracking video trends, creators, and competitors on platforms like TikTok, Reels, and Shorts in real time. It helps users understand what's going viral and why, enabling them to create data-backed ads, scripts, and briefs efficiently. 
02  
03  It makes your life better by providing real-time insights into trending content, automating the research process, and allowing you to generate marketing assets quickly, thus saving time and enhancing your marketing strategies.

Page-by-page breakdown

Each sampled page, scored on what an AI crawler receives before any JavaScript runs.

Audit scope

Pages sampled
10
How pages were found
XML sitemap and homepage links
Coverage · certainty
complete · high

No crawl warnings: every sampled page loaded.

Compare to peers

Can AI assistants open this site?

This report shows what AI crawlers read. It doesn’t test whether ChatGPT, Claude and Perplexity get past the site’s firewall when a person asks them about a page. If this is your company, the Threshold Test checks each assistant against your key pages and tells you what to change. It’s free once you’ve claimed this profile.

Request a Threshold Test

Report FAQ

What is the Ghost Test?

The Ghost Test checks whether an AI crawler can answer the questions buyers ask, such as pricing and main features. We ask an AI model each question twice about the page most likely to answer it: once using only the HTML the server sends (what crawlers like GPTBot read, since they don't run JavaScript), and once using the page as visitors see it. A question is flagged as a gap when only the visitor version can answer it.

Does a gap mean an AI hallucinated about this company?

No. A gap means the information exists on the site but AI crawlers can't read it without running JavaScript. That raises the risk that an AI assistant guesses or leaves the fact out, but it is not a record of a specific wrong answer.

How is the AIO score calculated?

The AIO score adds up four pillars: technical & crawlability (25 points), renderability (20), structure (30) and metadata (25). Each is scored on the HTML AI crawlers receive. The methodology page lists every check.

What do coverage and certainty mean?

Coverage describes how many of the site's important pages the audit managed to sample; certainty describes how consistent the evidence was. Lower values mean the report is directional and worth re-running.

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