How Qwen recommends

Why you don't come up on Qwen

Of 95 businesses measured, 57.9% are never named by Qwen. Qwen searches the web before answering, but doesn't say which sites. The difference still comes down to the sites it reads, and those sites can be reached.

Every assistant reads the web its own way

Each assistant reads a different number of sites before answering, and names whoever it finds there. If your business isn't on the sites it reads, for that assistant it doesn't exist.

  • ChatGPT492 answersSites4.5Says sites79%Portals17%
  • Claude225 answersSites14.2Says sites83%Portals22%
  • DeepSeek182 answersDoesn't search the web: it answers from memory.
  • Gemini251 answersSites5.1Says sites73%Portals12%
  • GLM172 answersSites9.9Says sites100%Portals30%
  • Grok188 answersSites5.7Says sites100%Portals12%
  • Kimi131 answersIt searches, but hands back no address.
  • Meta AI229 answersSites1.7Says sites80%Portals24%
  • Copilot65 answersSites3.6Says sites65%Portals9%
  • Mistral109 answersSites4.8Says sites97%Portals14%
  • Perplexity423 answersSites17.6Says sites100%Portals34%
  • Qwen185 answersIt searches, but hands back no address.

The 12 platforms do not share one measurement window: the shortest belongs to Microsoft Copilot, 15 days; the longest to Perplexity, 62 days. The numbers in each row hold for its own window, not for a period they all have in common.

Its row has no numbers: it doesn't mean it reads no sites, only that it doesn't show them.

How it recommends

Qwen doesn't say which sites it reads, but names lots of businesses, five or six per answer on average. Its answers are wide: getting in is possible, and the platform tells you whether you're there by reading every name it gives.

[01]

It doesn't say what it reads.

Where ChatGPT shows the sites it read, Qwen shows none, even when it searches the web. From the outside you can only look at who it names. The good news is that the platform reads every name in its answers, and tells you whether you're there.

[02]

The sites it reads can't be seen.

Qwen searches the web, but doesn't return the addresses of the sites it read, so there's no list here. The ones that matter for your business are mostly the same for every assistant, and you'll find them in your report.

[03]

You come up on one and not the other

When a business gets named, in eight cases out of ten only one of the two assistants does it. Whoever shows up on Qwen often doesn't show up on ChatGPT, and the other way round. Your customers don't all use the same one: that's why the platform measures them all, and tells you where you're missing.

Tap a group to see it on its own.
[04]

Same practice, three different answers.

Studio Odontoiatrico Del Malvo, a dentist in Turin. On 1 September the platform asked three assistants the same five questions. Grok named it in all five, Perplexity in three, ChatGPT in none.

/scan
OverviewQueriesCompetitors

The questions in this reading

  1. 1.Qual è il dentista migliore a Torino?
  2. 2.Dove mi conviene andare dal dentista qui a Torino?
  3. 3.Quale studio dentistico preferire a Torino se ho paura?
  4. 4.Mi consigliate un dentista bravo e onesto a Torino?
  5. 5.C'è un dentista consigliato in centro a Torino?
Studio Odontoiatrico Del Malvo · Torino5 questions × 3 assistants = 15 answers read
The five questions, and the three assistants that received them.
/scan
OverviewQueriesCompetitors

Answer by answer

AssistantQuestionResult
PerplexityQual è il dentista migliore a Torino?names youpos. 3
GrokQual è il dentista migliore a Torino?names youpos. 2
ChatGPTQual è il dentista migliore a Torino?searched and didn't find you
PerplexityDove mi conviene andare dal dentista qui a Torino?names youpos. 5
GrokDove mi conviene andare dal dentista qui a Torino?names youpos. 2
ChatGPTDove mi conviene andare dal dentista qui a Torino?searched and didn't find you
Studio Odontoiatrico Del Malvo · Torino15 answers read
A crop from a real report, line by line. The report itself is in Italian.

If this were your business and you only looked at ChatGPT, you'd think you didn't exist. If you only looked at Grok, you'd think you were doing great. The good news is that in one minute you can see where you really stand, on all of them.

Frequently asked questions

Why doesn't Qwen name me?

Because when it searches, it finds other names before yours. It doesn't say where it reads, but 57.9% of the businesses measured are never named: it's a selection, and you get in by being on the sites that matter in your area.

How do I get Qwen to name me?

By being on the sites that matter for your area and category: they're mostly the same for every assistant. The free scan shows you them in one minute, then Mador writes the pages you're missing and lets you know when something changes.

Does Qwen say where it gets its answers?

No: none of the answers measured carries an address. That's why the platform looks at the names inside the answer, which is what matters to you.

If I come up on ChatGPT, do I come up on Qwen too?

Not necessarily. When ChatGPT names you, Qwen does too in less than half of cases. They choose differently, which is why it pays to watch them all.

What data are these figures based on?

On every measurement the platform has run on Qwen from July 29, 2026 to September 27, 2026: 185 answers to 175 different questions, for 95 businesses in 11 areas and 16 categories. Each assistant has its own measurement days, and the numbers update with every new measurement.

Let's see whether you come up, and who comes up instead of you

In a minute you'll know whether ChatGPT and Perplexity name you, and which names they give instead of yours. With a plan you measure Qwen too. It's free, and your email gets you into the platform.

Do people call you something else too? Add it

Assistants use short names: if yours is long, add the short one too.

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© 2026 Mador · All rights reserved.

The screens on this page are cuts from real readings, made on businesses in Turin. The numbers are the ones recorded on the day of each reading.

ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, Qwen, GLM, Kimi, Mistral, Meta AI, Google and Microsoft Copilot are trademarks of their respective owners. We are not affiliated with or sponsored by any of these platforms.

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