AIO score
Strong72 / 100
Top fixes
- High Reduce JS-only content for core pages (AI crawlers may not render JS) (Renderability & JS: 7/20)
- Low Add Lists / tables (missing from the server HTML on 7 of 12 sampled pages) (Structure & readability: 22/30)
Score breakdown
- Technical & crawlability 20/25
- Renderability & JS (weakest) 7/20
- Structure & readability 22/30
- Metadata & consistency 23/25
What's working
- Technical & crawlability: 20/25
- Metadata & consistency: 23/25
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://flagsmith.com/
Both versions could answer: AI crawlers get the same information visitors do.
Answer from what the AI crawler sees
01 Flagsmith is an open-source feature flag service that simplifies the creation and management of feature flags. It enhances your life by allowing you to roll out features gradually, segment users, and optimize your application without compromising security. With Flagsmith, you can manage feature toggles across multiple platforms, conduct A/B testing, and make real-time changes to your application without needing to deploy new code. This leads to faster development cycles, reduced bottlenecks, and improved confidence in your product releases.
Answer from what visitors see
01 This is a feature flag management tool called Flagsmith. It makes your life better by allowing you to control the release of features in your applications without needing to deploy new code. You can manage features across multiple platforms, conduct A/B testing, and roll out updates gradually, which helps avoid bottlenecks and increases confidence in your product. Additionally, it enables real-time changes and customization without waiting for deployments, enhancing the overall development and user experience.
Page-by-page breakdown
Each sampled page, scored on what an AI crawler receives before any JavaScript runs.
- flagsmith.com 69/100
homepage · 0% of visible text in server HTML
Content needs JavaScript Missing: Lists / tables - flagsmith.com/pricing 75/100
pricing · 0% of visible text in server HTML
Content needs JavaScript - flagsmith.com/pricing 75/100
pricing · 0% of visible text in server HTML
Content needs JavaScript - docs.flagsmith.com 65/100
docs · 0% of visible text in server HTML
Content needs JavaScript Missing: Schema (JSON-LD) - help.flagsmith.com 61/100
docs · 100% of visible text in server HTML
Missing: H1 headingMissing: SubheadingsMissing: Lists / tablesMissing: Schema (JSON-LD) - flagsmith.com/integrations 69/100
integrations · 0% of visible text in server HTML
Content needs JavaScript Missing: Lists / tables - flagsmith.com/integrations 69/100
integrations · 0% of visible text in server HTML
Content needs JavaScript Missing: Lists / tables - flagsmith.com 69/100
product · 0% of visible text in server HTML
Content needs JavaScript Missing: Lists / tables - flagsmith.com/privacy-policy 75/100
security · 0% of visible text in server HTML
Content needs JavaScript - flagsmith.com/privacy-policy 75/100
security · 0% of visible text in server HTML
Content needs JavaScript - flagsmith.com/blog 69/100
blog · 0% of visible text in server HTML
Content needs JavaScript Missing: Lists / tables - flagsmith.com/blog 69/100
blog · 0% of visible text in server HTML
Content needs JavaScript Missing: Lists / tables
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
- posthog.com (audit report)
- g2.com (no public report in this directory)
- elcaminoconcorreos.com (no public report in this directory)
- statsig.com (audit report)
- capterra.ae (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.