The brand AI mentions most is often not the one it names first

Bitwarden appeared in 28 of the 30 password manager answers we collected. 1Password appeared in 25.

By that count, Bitwarden wins. Now count something else: which brand each answer named first. 1Password came first 16 times. Bitwarden came first 6 times.

Same answers, same assistants, two different winners.

Most AI visibility reports give you the first number, because it's the easy one. This post is about the second number, and about the gap between them.

We ran the same check on every category in the September AI Visibility Index: accounting software, CRM, email marketing, password managers and project management.

Only CRM had the same brand on top of both counts. In accounting, QuickBooks and Xero were named equally often, and QuickBooks came first more than three times as often.

Being in the answer and leading the answer are different jobs. A brand can be everywhere and still be the alternative.

Mailchimp appeared in 12 of the 30 email marketing answers. It was the first option in zero of them.

Two of the ten email questions named Mailchimp ("Mailchimp alternatives worth switching to?" and "Klaviyo vs Mailchimp for a Shopify store?"), so some of those 12 appearances came from the question itself. Even so, no answer opened with it.

Email marketing was also the most scattered category. Sixteen different brands came first across its 30 answers. In password managers, eight did. In accounting, seven.

When nobody owns the first slot, it's open. Whether that's a threat or an opening depends on whether you're watching.

Every category had one head-to-head question, such as "1Password vs Bitwarden: which should I pick?" Answers to that kind of question can start with the brand the question names first. That could tilt the count.

So we checked the worst case. From the brand each head-to-head question names first, we took away one first place per assistant: three answers per category.

• Password managers: 1Password still leads, 13 to Bitwarden's 6.
• Accounting: QuickBooks still leads, 14 to Xero's 5.
• CRM: HubSpot still leads, 9 to Pipedrive's 4.
• Project management: Asana still leads, 6 to Trello's 4. ClickUp stays at 3.
• Email marketing: the lead disappears. Klaviyo drops to 3, behind MailerLite's 4.

Four of the five leads survive the strictest reading. In email, the honest conclusion is the one above: nobody owns the first slot.

One more note on CRM. In a July sample with different questions and a different score, Salesforce came out on top. Here it came first in one answer out of 30, even though the HubSpot vs Salesforce question names it. We can't call that a decline, because the method changed. It's a reminder that the question shapes the answer.

The assistants didn't even agree on who belongs in the answer.

• NordPass appeared in 12 password manager answers: 6 from Claude, 6 from Gemini, none from ChatGPT.
• RoboForm appeared in 9 password manager answers, none of them from ChatGPT.
• Wrike appeared in 10 project management answers, none of them from ChatGPT.

All three assistants answered the same ten questions. So "AI recommends us" is an unfinished sentence. Which assistant? For which question? In what position?

Counting each category separately, the answers named at least 214 brands. At least 119 of them, more than half, appeared in exactly one answer.

One answer is a coin flip. When we asked three buying questions twice, a week apart, Teamwork.com went from 28 of 30 answers to 2 of 30.

If your brand shows up once, you have a lead, not a position. Check again before you celebrate, or panic.

1. Track first place separately from mentions. A rising mention count can hide a brand that keeps landing second.
2. Check each assistant on its own. An average across assistants can hide one that leaves you out entirely.
3. Find the questions where a competitor comes first, and read those answers. What the leader gets praised for tells you what the answer is built around.
4. Repeat the check. A single answer moves. A pattern across weeks is something you can act on.

The full rankings, questions and sources for each category are in the AI Visibility Index. To see whether assistants name your brand, and where, run a free check.

• Data: the AI Visibility Index run of September 28, 2026. Five software categories, 10 buyer questions each.
• Assistants: ChatGPT (openai/gpt-5.6-luna:online), Claude (anthropic/claude-sonnet-5:online) and Gemini (google/gemini-2.5-flash:online) through OpenRouter, all with web search. Each question was asked once, with no earlier conversation. All 150 answers came back.
• Mentions: a model (openai/gpt-6-luna) listed every brand each answer presented as an option, in order of appearance. A brand counts once per answer.
• Named first: the first brand in that list. It's order of appearance, not a ranking. The questions didn't ask for one.
• Limits: the Index keeps counts, not answer text, so we can't quote the answers. Each category lists at most 50 brands, and CRM and project management hit that cap, so the long-tail figures are minimums. Ten questions per category show a direction, not a market ranking.