Do AI answers name your brand?
Paste what ChatGPT, Perplexity, Google AI Mode or Claude answered. See if it named you, linked you, or named a rival instead.
MCP: answershare.openkrill.app/mcp1 toolNo key
Our own number: 0 of 8
On 2026-10-10 we asked ChatGPT, Google AI Mode and Claude the same 8 buyer questions about tools.openkrill.app, such as "MCP tool to audit a website for SEO problems". No answer named us and no answer linked us. Answers to questions that already name us did name us.
| Engine | Named on buyer prompts | Linked on buyer prompts | All 10 prompts | Note |
|---|---|---|---|---|
| ChatGPT | 0 of 8 | 0 of 8 | 2 of 10 named, 2 of 10 linked | |
| Google AI Mode | 0 of 8 | 0 of 8 | 2 of 10 named, 0 of 10 linked | |
| Claude | 0 of 8 | 0 of 8 | 2 of 10 named, 0 of 10 linked | Web search was off on that account, so Claude answered from what it already knew. |
| Perplexity | not run | not run | not run | No signed-in session, so Perplexity was not measured. Its share is unknown, not zero. |
- github.com github, cited in 11 answers that skip OpenKrill
- apify.com directory or review site, cited in 4 answers that skip OpenKrill
- mcpservers.org directory or review site, cited in 4 answers that skip OpenKrill
- reddit.com forum or social, cited in 4 answers that skip OpenKrill
- youtube.com video, cited in 4 answers that skip OpenKrill
- Give engines a page on tools.openkrill.app that answers these questions directly. Engines name you in 6 answers but link you in only 2.
- Publish a public repository or README on github.com that explains what your product does. github.com was cited in 11 answers that skip your brand.
- Get listed on apify.com. apify.com was cited in 4 answers that skip your brand.
- Get listed on mcpservers.org. mcpservers.org was cited in 4 answers that skip your brand.
Two more of our sites, same run
Every question about openkrill.app names it, so it has no buyer share yet. That is the gap the tool points out: add questions buyers ask before they know you.
30 of 30 answers
OpenKrill is named in 30 of 30 answers and linked in 15 of 30.
0 of 24 buyer answers
Milliways is named in 6 of 30 answers and linked in 4 of 30. On buyer prompts that do not name it: named in 0 of 24, linked in 0 of 24.
Result
Weekly tracking: $49 a month
The free tool scores answers you paste. The plan asks the questions for you every week, through OpenAI web search and Perplexity Search API. Google AI Mode stays paste-only, and Claude runs on your own key.
- 25 tracked prompts a week for one brand
- Mention share and citation share per engine
- Competitor share on the same prompts
- The sites engines cite, and the change since last week
- A short list of pages to write or fix
- A weekly email report, team seats and CSV export
Start for $49 a monthCheckout is not open yet. The free tool and the MCP server work today.
Add it to your agent
No key and no sign-in. Connect the MCP server, paste the answers, then ask: Score my brand's share across these AI answers and tell me who they name instead.
The agent calls score_answer_share.
Claude Code
claude mcp add --transport http namequota https://answershare.openkrill.app/mcp
Cursor
{
"mcpServers": {
"namequota": {
"url": "https://answershare.openkrill.app/mcp"
}
}
}Any MCP client
https://answershare.openkrill.app/mcp
Scores only the answer text and links you send. It calls no AI engine and fetches no page. Mentioned means the answer names the brand, an alias or the brand domain, after the echoed prompt is removed. Cited means a link goes to the brand domain (an apex domain counts its subdomains). A buyer prompt is one that does not name the brand. An answer from an engine API can differ from the answer the same engine's website shows a signed-in person.
Frequently asked questions
What is a buyer prompt?
A question that does not already name your brand, such as "MCP tool to audit a website for SEO problems". A mention there was earned. A mention in "What is OpenKrill?" was not.
Does the free tool ask ChatGPT or Perplexity for me?
No. It scores answer text you paste. It calls no AI engine and fetches no link, so it never scrapes a chat site.
Why does an echoed question not count?
Many engines repeat the question before they answer. If the question names you, that echo is not the engine naming you, so the tool removes it before it looks for your name.
Is what I paste stored?
No. The answers are scored for this one reply and dropped. Replies are never cached, because a brand's research can be private.
Why is Google paste-only in the weekly plan?
Google has no official API for AI Mode answers, and the plan uses official APIs only. You paste Google answers in and they are scored with the rest.