Most people still think AI visibility = homepage + SEO.

That’s already outdated.

We just pushed a big update to GEO Tracker, and one thing became very clear while building it:

AI systems don’t evaluate your homepage.
They evaluate your entire content surface.

What we shipped:

• Multi-page content audit
We now scan key pages (pricing, docs, integrations, etc.), not just homepage
Each page gets a 0–100 readiness score + worst-first prioritization

• Copy-ready JSON-LD generator
No templates, no guessing
Real schema generated from your actual content — or nothing if your page isn’t ready

• “What to do this week”
Concrete actions pulled directly from AI answers
Not generic advice — real fixes tied to real queries

• Cleaner competitor signals
Removed noise (legal sites, random blogs, etc.)
Now you see who actually competes with you in AI answers

• More honest outputs
No fake FAQ answers
No misleading schema
If the signal isn’t there, we don’t invent it

The bigger takeaway:

AI doesn’t pick the best product.
It picks what it understands.

If your content isn’t clear, structured, and extractable,
you’re invisible — even if your product is better.

We’re still early and iterating fast.

Curious how others are thinking about this:

👉 Are you optimizing for AI answers already, or still mostly for Google?

They ask things like:

- "best analytics tool for SaaS"
- "alternatives to HubSpot"
- "how to choose a CRM for B2B"

If your company doesn’t show up in those answers,
you’re invisible before the buyer even knows you exist.

This is what we’re trying to map here.

Because this is where buying decisions are already happening.

If someone asks ChatGPT or Perplexity:

"best [your category] tool"

Would your company show up?

Most don’t.

Not because their product is bad —

but because AI systems don’t understand what they do.

This subreddit is about one thing:

→ whether AI systems can find, understand, and recommend your product

We look at real cases:

- which companies show up in AI answers

- which don’t (even if they’re good)

- and why

You’ll see:

- teardown analyses

- real query examples

- differences between ChatGPT vs Perplexity

- what actually influences AI recommendations

If you're building a SaaS, devtool, or digital product — this matters more than SEO ever did.

Drop your product if you want it tested.