Your next customer may never see your homepage. More and more buyers ask an AI assistant "what's the best CRM for a small team?" and go with the three names in the answer. If you are not one of those three names, you are not on the shortlist.
So we checked what Claude actually says. On 27 October 2026 we asked Claude (Claude Haiku 5.5 with live web search) 400 buyer questions across 8 software categories and recorded every answer and every source it cited, with our AI Search Visibility Tracker.
How we asked
- 8 categories: CRM, SEO tools, project management, email marketing, website builders, accounting software, password managers, VPNs.
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50 questions per category:
- 38 category questions that name no brand: "best CRM for small business", "cheapest VPN", "best accounting software for Canada", "best SEO tool with an API".
- 12 brand questions: "HubSpot alternatives", "Xero vs QuickBooks", "is Semrush worth it".
- The percentages below come from the 38 category questions only, so a brand never gets credit just because the question named it.
- One answer per question, all on the same day. On average Claude read and cited 9.2 sources per answer.
Who Claude names
Share of the 38 category answers that name the brand, and how often the brand is the first one Claude names:
| Category | Named most often | Named first most often |
|---|---|---|
| CRM | HubSpot 92%, Zoho CRM 92%, Pipedrive 76%, Salesforce 66% | HubSpot, 25 of 38 |
| SEO tools | Ahrefs 84%, Google Search Console 84%, Semrush 79%, Screaming Frog 63% | Semrush, 20 of 38 |
| Project management | Asana 92%, ClickUp 82%, monday.com 74%, Trello 55% | ClickUp, 10 of 38 |
| Email marketing | Brevo 87%, MailerLite 76%, Klaviyo 61%, ActiveCampaign 61%, Mailchimp 61% | Brevo, 15 of 38 |
| Website builders | Wix 95%, Squarespace 71%, WordPress 66%, Hostinger 58% | Wix, 19 of 38 |
| Accounting | QuickBooks 92%, Xero 89%, Zoho Books 82%, Wave 74% | QuickBooks, 20 of 38 |
| Password managers | Bitwarden 95%, 1Password 89%, NordPass 68%, Proton Pass 63% | Bitwarden, 18 of 38 |
| VPNs | Proton VPN 95%, NordVPN 92%, Surfshark 71%, ExpressVPN 58% | NordVPN, 29 of 38 |
Three things jump out.
1. In 5 of 8 categories, one brand is named first in at least half the answers. NordVPN opens 29 of 38 VPN answers, HubSpot 25 of 38 CRM answers. The first name is the one a busy buyer remembers.
2. Being famous is not enough. Mailchimp is in 61% of email-marketing answers but named first only 5 times; Brevo is named first 15 times. LastPass appears in only 11% of password-manager answers. Zoho CRM is mentioned exactly as often as HubSpot. Claude follows the pages it reads today, not brand fame alone.
3. Project management has no clear winner. ClickUp, monday.com, Asana and Trello split the first spot (10, 8, 7 and 5 times). That's a category where a challenger can still take the top line.
What Claude reads
This is where it gets useful. In every category Claude cited 100 to 220 different websites. The most-cited ones are "best X for Y" roundups, and many of them are written by a software vendor:
- Project management: ones.com (a project-management vendor's blog) was cited in 68% of answers.
- Email marketing: sequenzy.com was cited in 68% of answers, brevo.com in 53%.
- CRM: nethunt.com, a CRM vendor's blog, tied for the most-cited source at 26%, next to Zapier, TechRadar and Forbes.
- VPNs and password managers: classic review sites lead (TechRadar 63% of VPN answers, security.org 53% of password-manager answers).
These vendors publish one honest comparison page for every buyer situation: "best CRM for agencies", "best CRM for Mac", "best email marketing tools for freelancers". Claude finds the page that matches the question and quotes it.
Being cited and being recommended are two different things. NetHunt is named in 21% of CRM answers, next to the giants, and its own guides are among the pages Claude reads most. ONES and Sequenzy are cited in two-thirds of their categories' answers, yet named as a product far less often. A page can feed the answer without putting your name in it. You only know which one you get if you measure it.
Check your own brand in 2 minutes
Everything above came from four runs of the AI Search Visibility Tracker, two categories per run. You can run the same check on your brand:
- Put in your domain, 3–5 competitors and the questions your buyers ask.
- Tick Claude, plus ChatGPT, Perplexity, Gemini and Google AI Overviews if you want the full picture. No API keys needed.
- You get your AI Visibility Score (0–100), which competitors each engine names instead of you, and the exact pages it cites, so you know which roundup to get into or which comparison page to write.
It costs $0.05 per AI answer, and you pay only for answers delivered. A 20-question check on one engine is about $1.
AI answers change every week: a new roundup gets published, and the names in the answer shift. Start from the ready weekly monitoring task, and every run tells you which answers started or stopped naming you, and which new competitors showed up.
Your competitors' names are already in these answers. See whether yours is.
Method notes: one answer per question, collected on 27 October 2026 with Claude Haiku 5.5 and web search; a brand counts as "named" when its name appears in the answer text; "named first" is the earliest of the tracked brands in the answer. Answers vary from day to day, so treat single percentages as a snapshot, not a ranking.
This article was written with AI assistance.
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