---
title: "AI Search Visibility for SaaS Companies – Probeli AI"
description: "See when ChatGPT, Gemini, Google AI Mode and Perplexity suggest your software, find the comparison pages they cite and check your pricing page and docs."
url: "https://probeli.ai/for-saas"
---

For SaaS

# See which tools AI suggests *when buyers compare.*

Buyers ask ChatGPT, Gemini, Google AI Mode and Perplexity for the best software in your category. Probeli AI asks those questions every day, shows who gets suggested and which pages are cited, and helps you fix and write what's missing.

[Start free trial](https://app.probeli.ai/signup) [View pricing](https://probeli.ai/pricing)

7-day free trial, card required · 4 AI platforms, asked daily

Competitor ranking with Webflow as the example brand over 30 days: Wix leads with 42% visibility and an average position of 1.7, Webflow is second with 37% and 2.1, followed by Framer, Squarespace, WordPress.com and Hostinger; two untracked brands AI keeps mentioning are suggested.

Why it's hard

## Shortlists now *start in a chat.*

A buyer asks an assistant for the best tools in your category and gets a handful of names. *If yours isn't one of them, you never hear about the deal.*

### Checking by hand

Someone pastes a few questions into a chatbot now and then.

- One answer, one day
- A rival suggested, not you
- Unknown which reviews were read
- Nothing to compare next month

Screenshots that are out of date by tomorrow.

vs

### With Probeli AI

Your category's questions, asked for you every day.

1. Prompts asked on 4 platforms
2. Your product and rivals counted
3. Cited comparison pages found
4. Comparison article drafted
5. Pricing page and docs checked

New answers after every daily run.

**AI platforms asked**

4

**runs for every prompt**

Daily

**AI site audit checks**

18

**free trial**

7 days

1. Your category

## Track the questions *buyers ask about your category.*

Enter your website and Probeli AI suggests the competitors and buyer prompts to track. *You edit both lists before the first run.*

[See AI visibility](https://probeli.ai/features/ai-visibility)

The Prompts page with Webflow as the example brand: 20 tracked buyer questions asked daily on four AI engines, 2,184 answers in 30 days, each prompt with its visibility, and the newest prompt waiting for the next daily run.

### Prompts that sound like buyers

Which tool fits a team, a budget or a use case, each with your visibility.

Competitor ranking with Webflow as the example brand over 30 days: Wix leads with 42% visibility and an average position of 1.7, Webflow is second with 37% and 2.1, followed by Framer, Squarespace, WordPress.com and Hostinger; two untracked brands AI keeps mentioning are suggested.

### The rivals AI keeps naming

Suggested competitors come from the answers themselves.

- ### Suggested prompts
  Buyer questions written for your market, to accept, edit or skip.
- ### Competitors you choose
  The tools you lose deals to, with their names, aliases and domains.
- ### Your market
  English, French, German or Spanish, asked from your customers' country.

2. Daily answers

## See who gets suggested, *every day.*

Each prompt is asked on ChatGPT, Gemini, Google AI Mode and Perplexity once a day. *Every answer is read for your product, your competitors and the pages it cites.*

[How we measure](https://probeli.ai/how-we-measure)

- ChatGPT
- Gemini
- Google AI Mode
- Perplexity

Probeli AI's Overview with Webflow as the example brand over the last 30 days: 37% visibility (up 6 points), average sentiment 72, average position 2.1 and 1,936 mentions, what to do next (improve a blog page, get mentioned on techradar.com and forbes.com), a daily visibility chart against five competitors, Webflow's mentions and a ranking that puts Webflow second behind Wix.

### Your visibility over time

The share of answers that name you, with position and sentiment.

A sample AI answer: asked “What's the best website builder for a small business?”, ChatGPT mentions Wix first and Webflow, the example brand, second, both highlighted, and cites four sources; Gemini mentions Webflow first, Google AI Mode only cites Webflow's website, and Perplexity doesn't mention it.

### Every answer, in full

Your product and your competitors highlighted, with the sources cited.

- ### Direct and indirect
  Named in the answer, or on a page the answer cites.
- ### Weekly report
  Your visibility and the competitor that moved most, by email.
- ### Drop alert
  An email when your visibility falls sharply within a week.

3. Comparison gaps

## Find the comparisons *that leave you out.*

Review sites, best-of lists and "X vs Y" posts shape the shortlists AI gives. *Get mentioned lists the pages AI cites for your prompts that name competitors but not you.*

[See Get mentioned](https://probeli.ai/features/ai-visibility)

Insights with Webflow as the example brand: seven pages AI engines cite for its prompts that feature competitors but not Webflow, led by a top-priority review page on techradar.com cited by all four engines for five prompts; two are in progress and three completed, one of them automatically after the page started mentioning Webflow.

### Pages to get onto

Ranked by how many of your prompts cite them, on how many platforms.

The websites AI engines cited most for Webflow's prompts in 30 days (Webflow as the example brand), led by reddit.com in 468 answers, Wix's site in 344 and g2.com in 301, with Webflow's own site in 262, and the 64 cited pages that mention Webflow by type: 21 brand websites, 19 tech and other sites, 16 social and 8 news.

### The sources AI trusts

The sites cited most in your category's answers.

- ### Ranked by priority
  Pages cited for more of your prompts, on more platforms, come first.
- ### Marked done when you're named
  When a page starts naming you, its item is marked done.
- ### Prompts you're missing
  Prompts where you aren't named, one click from a new article.

4. Write

## Write the comparison *before someone else does.*

Comparison and alternatives articles weigh your product against the ones buyers name. *Each draft researches the top results and your own pages, cites its sources and waits for your review.*

[See AI articles](https://probeli.ai/features/ai-articles)

The article editor with a sample article for Webflow as the example brand, “How to choose a website builder for a small business”: its opening paragraph and headings, the focus keyword with 6,600 searches a month and the outline.

### A scored draft

Search, structure and trust checks, before anyone reads it.

The stages of a sample article for Webflow as the example brand: research read 18 of 20 pages and kept 42 facts, the brief planned 6 sections, a person approved it, then the sections, the fact review, the FAQ and meta and the images were done.

### Research first

Sources read and facts kept, then a brief, then the article.

- ### Comparisons and alternatives
  Pages for the "X vs Y" and "best alternatives" questions buyers ask.
- ### Sourced facts
  Facts kept from the pages the research read, with the sources cited.
- ### Published where you blog
  WordPress, Webflow and more, once you approve the draft.

5. Pricing and docs

## Check what AI can read *on your pricing and docs.*

The free AI site audit runs 18 checks and adds software checks once it sees you sell software. *It looks for prices in your pricing page's HTML, public docs, comparison pages and SoftwareApplication markup.*

[See the AI site audit](https://probeli.ai/free-ai-site-audit)

The AI site audit for webflow.com as the example site: a score of 94 out of 100, rated Excellent and up 6 since the last audit, with 16 of 18 checks passed and nothing urgent; AI crawlers are allowed, there are no bot challenges and content is visible in the HTML, while structured data is the one high-priority fix.

### Your score out of 100

How easily AI crawlers can reach, read and use your site.

- Pricing page
- Docs or help centre
- Comparison pages
- SoftwareApplication markup

### Checks for software

Added when the audit detects a SaaS site. You can correct the category.

- ### Crawler access
  Whether AI crawlers such as OAI-SearchBot and PerplexityBot may read your site.
- ### Fixes, most useful first
  One list for your kind of site, each fix with why it matters and how.
- ### Run it again
  Re-run once right after a fix, then once every 24 hours.

## Questions from *software teams.*

[See all questions](https://probeli.ai/faq)

**How is this different from asking ChatGPT myself?**

Asking yourself shows one answer from one engine on one day, and AI answers change every time. Probeli AI asks the same prompts on 4 AI engines every day and turns the answers into trends you can compare with your competitors.

**Does Probeli AI help me improve, or only measure?**

Both. Get mentioned lists the pages AI engines cite for your prompts that mention your competitors but not you, ranked by priority, each with next steps. When a page starts mentioning your brand, its insight completes itself.

The AI site audit runs 18 checks of how easily AI crawlers and agents can read your site, with a fix for each problem. Then Articles writes the content: a researched, scored draft for a keyword or a gap, which you review and publish. Probeli AI doesn't send outreach.

**What does the AI site audit check?**

The AI site audit runs 18 checks of how easily AI search engines and agents can crawl, read and use your website.

The checks come in three groups: content and structure (semantic HTML, titles, structured data), discovery and crawlability (robots.txt access for crawlers like OAI-SearchBot and PerplexityBot, sitemaps and llms.txt, bot challenges, JavaScript-only content) and developer and agent readiness.

The audit also works out what kind of site you have (an online shop, a local business, a SaaS product, a publisher or blog) and whether it covers a sensitive topic such as money, health or the law, from your business brief and the pages it reads. It then adds the checks that matter for that kind of site, such as product markup and visible prices for a shop, your address, phone and opening hours for a local business, a pricing page and docs for software, named authors and dates for a publisher, and expert authors, sources and disclaimers for sensitive topics. Technical checks look at page weight and render-blocking files, the mobile viewport, language versions (hreflang), redirect chains and conflicting canonical links. An owner or admin can correct the detected category at any time.

You get a score out of 100 for the core checks, and one list of fixes ranked by how much each helps your kind of site, each with why it matters and step-by-step instructions. The extra checks read only the pages the audit already fetches, so they don't add requests to your site.

**Do I approve articles before they go live?**

Yes. Every article arrives as a draft. You read it, edit it in the editor (or ask for an AI edit of a passage, a section or one of its subsections) and publish it when it's ready.

Autopilot plans and writes articles on a schedule you set, and shows what it will cost before it starts. By default its articles arrive as drafts too.

**How long does setup take?**

A few minutes, with nothing to install. Enter your website and Probeli AI reads your homepage, finds your competitors (usually 10–30 seconds) and writes buyer prompts. You can edit both lists before you finish.

Your first AI answers usually arrive within 1–3 minutes, and you can leave the page while they're collected. Daily runs start about 24 hours later, at the same time of day.

[Still have a question? We reply by email](https://probeli.ai/contact)

## See which tools AI suggests *in your category.*

Add your website. Your first answers usually arrive in 1–3 minutes.

[Start free trial](https://app.probeli.ai/signup) [Explore demo](https://app.probeli.ai/demo)

7-day free trial, card required · Free AI site audit included
