Why this matters
User behavior is shifting. Instead of searching for 'best tools for X' or 'alternatives to Y', more people are asking AI tools directly. Platforms like ChatGPT, Perplexity, and Gemini are becoming new discovery layers, and if your product is not showing up there, you are invisible to a growing segment of users.
What is AI visibility?
Think of AI visibility like SEO, but for conversations instead of search result pages. Traditional SEO asks whether you rank on Google. AI visibility asks whether AI recommends your product in real buyer conversations.
- best tools for X
- alternatives to Y
- how to solve Z
Why your SaaS might not show up
From what we have seen, products usually miss AI recommendations for a handful of repeatable reasons.
1. You are not present in key sources
AI tools often pull from Reddit discussions, comparison blogs, review platforms like G2 and Capterra, and product documentation. If your product is not mentioned there, AI has little or nothing to reference.
2. Your competitors dominate the conversation
AI does not rank pages the way Google does. It repeats patterns. If the same competitors keep showing up in blog posts, discussions, and comparisons, they become much more likely to be recommended.
3. Single prompts are misleading
You might appear in one query and disappear in another. That is why patterns matter more than snapshots. A single lucky result does not mean you are truly visible.
How to check if ChatGPT recommends your product
You can do this manually by listing 20 to 40 buyer-intent queries, asking AI tools one by one, and tracking whether you appear, which competitors show up, and which sources are referenced.
- best X for Y
- alternative to Z
- how to do Y without Z
Why manual checking breaks down
- It is time-consuming.
- It is inconsistent.
- It is hard to compare over time.
A simpler way
We built Spotaq to make this easier. Instead of checking manually, you can see whether AI tools surface your product, identify which competitors appear instead, understand where you are missing visibility, and get suggestions on what to improve. No signup is required. You just enter your product.
What to focus on next
- Get mentioned in relevant discussions, especially Reddit.
- Appear in comparison-style content.
- Collect reviews on trusted platforms.
- Create content around buyer-intent queries.
Final thought
This space is still early, and in many ways it feels like SEO in its early days. Not everyone is paying attention yet, but the teams that do will have an advantage. Check your AI visibility and see if your product shows up.
Check your AI visibility