AIO score
Needs work61 / 100
Top fixes
- High Reduce JS-only content for core pages (AI crawlers may not render JS) (Renderability & JS: 7/20)
- Medium Add consistent metadata, OpenGraph, and schema aligned with visible text (Metadata & consistency: 12/25)
- Low Add Subheadings (missing from the server HTML on 4 of 12 sampled pages) (Structure & readability: 22/30)
Show 3 more fixes
- Medium Add Schema (JSON-LD) (missing from the server HTML on 9 of 12 sampled pages) (Metadata & consistency: 12/25)
- Medium Add OpenGraph (missing from the server HTML on 7 of 12 sampled pages) (Metadata & consistency: 12/25)
- Medium Add Canonical tag (missing from the server HTML on 7 of 12 sampled pages) (Metadata & consistency: 12/25)
Score breakdown
- Technical & crawlability 20/25
- Renderability & JS (weakest) 7/20
- Structure & readability 22/30
- Metadata & consistency 12/25
What's working
- Technical & crawlability: 20/25
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://gumloop.com/
Both versions could answer: AI crawlers get the same information visitors do.
Answer from what the AI crawler sees
01 Gumloop is a no-code platform designed to build and host AI-powered business automations. It makes your life better by allowing you to automate tasks easily without needing coding skills, enabling you to roll out specialized AI agents quickly, interact with them like co-workers, and manage them securely with enterprise-grade infrastructure. This can drive revenue, reduce churn, and enhance performance in your organization.
Answer from what visitors see
01 This is a platform called Gumloop that provides AI agents designed to automate various tasks within organizations. It can improve your life by streamlining processes such as data analysis, customer support, CRM management, meeting preparation, and call analysis, allowing you to focus on more strategic activities while the agents handle routine tasks efficiently.
Page-by-page breakdown
Each sampled page, scored on what an AI crawler receives before any JavaScript runs.
- gumloop.com 70/100
homepage · 0% of visible text in server HTML
Content needs JavaScript Missing: Canonical tag - gumloop.com/pricing 55/100
pricing · 0% of visible text in server HTML
Content needs JavaScript Missing: Schema (JSON-LD)Missing: OpenGraphMissing: Canonical tag - gumloop.com/pricing 55/100
pricing · 0% of visible text in server HTML
Content needs JavaScript Missing: Schema (JSON-LD)Missing: OpenGraphMissing: Canonical tag -
docs · 0% of visible text in server HTML
Content needs JavaScript -
docs · 0% of visible text in server HTML
Content needs JavaScript Missing: Schema (JSON-LD)Missing: OpenGraphMissing: Canonical tag -
integrations · 0% of visible text in server HTML
Content needs JavaScript - gumloop.com/mcp 55/100
product · 0% of visible text in server HTML
Missing: SubheadingsMissing: Schema (JSON-LD)Missing: OpenGraph - gumloop.com/tos 33/100
product · 0% of visible text in server HTML
Content needs JavaScript Missing: H1 headingMissing: SubheadingsMissing: Schema (JSON-LD)Missing: OpenGraphMissing: Canonical tag - trust.gumloop.com 46/100
security · 100% of visible text in server HTML
Missing: H1 headingMissing: SubheadingsMissing: Lists / tablesMissing: Schema (JSON-LD)Missing: OpenGraphMissing: Canonical tag - gumloop.com/privacy-policy 33/100
security · 0% of visible text in server HTML
Content needs JavaScript Missing: H1 headingMissing: SubheadingsMissing: Schema (JSON-LD)Missing: OpenGraphMissing: Canonical tag - gumloop.com/blog 65/100
blog · 0% of visible text in server HTML
Content needs JavaScript Missing: Schema (JSON-LD) - gumloop.com/blog 65/100
blog · 0% of visible text in server HTML
Content needs JavaScript Missing: Schema (JSON-LD)
Audit scope
- Pages sampled
- 12
- How pages were found
- XML sitemap and homepage links
- Coverage · certainty
- complete · high
No crawl warnings: every sampled page loaded.
Compare to peers
- simular.ai (audit report)
- relay.app (audit report)
- reddit.com (no public report in this directory)
- lindy.ai (audit report)
- g2.com (no public report in this directory)
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.
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.