Every week, millions of people ask AI assistants to recommend products. "What's the best budget invoicing tool?" "Is there a good open-source alternative to Figma?" "Find me a CRM that works with Gmail." The AI answers instantly — and the products it mentions aren't chosen at random. They're the ones the system can find, understand, and confidently reference.
So: is your product one of them? Here's a five-minute check to find out.
1. Can AI Crawlers Actually Read Your Homepage?
Many modern websites rely heavily on JavaScript to render their content. That's fine for human visitors, but AI crawlers and many search engine bots see a blank page. Open your browser, disable JavaScript, and reload your homepage. If you see nothing — no product name, no description, no core value proposition — your page is invisible to a significant portion of the systems that could be recommending you.
Fix: Ensure your key content (product name, one-line description, main use case) is in server-rendered HTML, not injected by JavaScript after load.
2. Does Your Meta Description Say What You Actually Do?
Right-click any page and view source. Find the <meta name="description"> tag. Read what it says. Does it tell a reader — or an AI — exactly what your product does, who it's for, and what problem it solves? Or does it say something like "Welcome to Acme — we build great software"?
AI systems use meta descriptions as one of the primary signals for summarising products. A vague description produces a vague summary, which produces fewer recommendations.
3. Are You Listed in at Least One Reviewed Directory?
Directories like CrawlRabbit serve as structured, trustworthy data sources that AI retrieval systems actively crawl. A listing here gives your product a canonical, categorised entry point that AI tools can confidently reference. It's not about backlinks — it's about being an identifiable entity in a machine-readable catalogue.
If you're not listed anywhere, submit your product to CrawlRabbit for free. It takes three minutes and the listing is permanent.
4. Is Your Product Findable by Category?
When someone asks an AI "what are the best tools for X," the AI needs to map your product to category X. That mapping is easier when you're explicitly categorised somewhere structured. Check whether your product appears in category-based directories and app marketplaces under the right label.
If you're a "project management tool for freelancers" but every listing just says "project management software," you're competing with Asana for a generic term instead of owning a specific niche. Fix the category framing wherever you can.
5. Does Your Site Have a Sitemap That's Submitted to Google?
A sitemap is a machine-readable index of your pages. Without one, search engines and AI crawlers must discover your pages organically — which is slower and less complete. Log in to Google Search Console and check whether a sitemap is submitted and whether it has any errors.
For SaaS products, your sitemap should include your homepage, your features pages, and any public-facing product pages. If you have a blog, include all published posts.
The Quick Summary
- Server-rendered core content — check
- Specific, descriptive meta description — check
- Listed in at least one reviewed directory — fix this now if not
- Correctly categorised in listings — check and update
- Sitemap submitted to Google Search Console — check
If four of these five are green, you're in good shape. If fewer than three are green, you're likely invisible to a significant portion of AI-assisted product discovery today. The good news: all five are fixable in an afternoon, most of them for free.
Questions or want a quick check on your specific product? Reach out to us — we're happy to take a look.