AI is already interpreting your site.
But it may not be telling your brand story.
In many cases, AI’s getting the fundamentals wrong. What you are. Who you’re for. And what you actually do.
If your website isn’t the authoritative source about your company and products, AI fills in the gaps using whatever it can find. Sometimes that information is incomplete. Sometimes it’s just wrong.
These AI Homepage Breakdowns compare real company homepages to actual AI queries about what the company does to show exactly how AI behaves when it doesn't have the information it needs.
- How each company defines what it is and who it’s for
- Whether that definition is clear enough for AI to extract
- Where messaging and structure break down
- What is likely to influence how AI interprets the page and
- The one simple tactic that every one of these companies fails to do
These Homepage Breakdowns are designed to help:
- Marketing leaders who need to understand how their company is being represented in AI-driven discovery
- SEO leads who are being asked about AI visibility but don’t have clear answers yet
- SaaS founders who want their product to be understood correctly, not approximated
- Agencies trying to turn “AI SEO” into something concrete and defensible
- Product marketers responsible for homepage messaging that actually translates outside the page
Each report shows how content and structure shape how a site is understood — or misinterpreted.
Work Management Software Breakdowns
Explore how leading companies in the category are structured for AI, and where that structure breaks down. (Click the company name to see the executive summary of the report).
Asana
Monday.com
ClickUp
Trello
Wrike
Smartsheet
Notion
Basecamp
Teamwork
Zoho Projects
ProjectManager
Jira
Microsoft Project
Adobe Workfront
Airtable
ProofHub
Hive
Scoro
If you're not sure what your site should be doing to show up correctly in AI, these breakdowns make it clear by showing what works and what doesn’t.
After all, which is worse: not showing up at all ... or showing up wrong?
What is an AI Homepage Breakdown?
An AI Homepage Breakdown is a structured evaluation of how well a webpage is configured to be picked up and understood by AI systems.
This analysis is based on a focused effort to understand how AI systems interpret websites and how to structure content so the right information is extracted and used. The same framework behind these breakdowns has been applied across multiple sites and use cases, forming the basis for a broader approach to AI-ready content.
Work Management Software Breakdowns
See how leading companies in this category define what they are, what they do, and where that clarity starts to break down for AI.
or get the full set for $99 (Regular price $199).
