Be the manufacturer AI names.
KailxLabs gets B2B manufacturers named when engineers and buyers ask ChatGPT, Google AI Mode, Gemini and Perplexity who can make a part, run a process or meet a certification. We map the questions buyers ask before they send an RFQ, publish pages that answer them with your capabilities in plain text, and earn mentions in the directories and publications AI reads. Most manufacturers start on Growth at $1,599 a month.
What industrial buyers ask AI.
Examples of the questions we measure for a manufacturer. Yours come from RFQs, sales calls and lost quotes.
Example questions, not client data.
Where supplier answers come from.
Each engine reads a different mix of sources for supplier questions. These are the ones we check first, and we map the rest per app.
Capabilities, not a brochure
Engines read capability, material, tolerance and certification pages directly. When those facts sit in PDFs or images, AI cannot quote them, so we put them in plain text on pages of their own.
Thomasnet and trade listings
We check which supplier directories and association member lists each engine cites for your questions, then make your listings complete and consistent with your site.
Editorial coverage
Industry publications and editorial coverage give AI an outside view of who does what. Citation engineering aims there, and Enterprise adds press and awards programs.
Supplier guides and lists
Guides that compare suppliers for a process or a region shape the shortlist. We work to earn a fair place in the ones each engine already cites.
Reddit, LinkedIn and forums
Engineers and buyers compare suppliers in public threads. Mentions there are written by your named team, with disclosure.
Process and equipment videos
Short videos of your process, equipment and quality checks give engines and buyers proof they can see.
Industrial buyers compare suppliers before they call. When an engineer asks AI who can do the job, the answer names a few companies and links to their pages. If your capabilities are not written where AI can read them, you are not on that list, however good the work is.
That is why every plan starts with your own site: one clear page per process, material, industry served and certification. Content, links, mentions and list placements then build the outside view that AI checks before it names you.
What we do for manufacturers.
Four pieces of work, each judged on the number it can move: answers that name you, and qualified traffic to your quote form.
Know where you stand.
The questions buyers ask before they send an RFQ, asked on every major AI app until the answer settles, with who gets named instead of you.
Answer ready websiteCapability pages AI can quote.
One page per process, material, industry served and certification, with the facts in text and a clear way to request a quote.
Citation engineeringGet onto supplier lists.
Earned placement in the directories, guides and publications each engine cites for your processes.
Brand factsFix old capabilities.
Retired equipment, old certifications and wrong locations traced to the page they came from and corrected there.
Worked questions, untouched questions.
Before we start, we split your buyer questions in two. We work on one half and leave the other alone. Priority questions checked daily, with several runs each time, and every app gets its own row with a count and a likely range.
A change counts only when the ranges separate. Alongside the runs we track organic and AI referral traffic in your own GA4, and read an open text "how did you hear about us" field on your quote form.
The usual plan for manufacturers.
Growth and Scale start with a 90 day term, billed monthly in advance, then renew for six months at a time unless either side gives 30 days written notice before a renewal.
A managed program for one site: content, authority and AI visibility tracking every month, with a dedicated strategist and a weekly written report.
Book a callA faster program for the full site: twice the content, wider authority coverage and twice the questions tracked, with the same strategist and weekly report.
See ScaleA senior led program built around your category and the competitors you need to beat. Scoped on a strategy call; larger mandates are quoted individually.
See EnterpriseMore traffic in 90 days
Qualified Growth and Scale clients get 30% more organic and AI search traffic in 90 days, or we keep working with no management fee until they do. Measured in your own GA4 and Google Search Console, against the 90 days before we start.
What we never promise
Nobody controls what an AI says. We never promise a fixed spot or a rank. The full conditions are on the pricing page.
Several product lines or plants? Scale at $2,999 a month covers the full site with 60 articles a month.
Manufacturer questions, answered.
How do manufacturers get recommended by ChatGPT?
Make your capabilities easy to read and quote on your own site, then earn mentions in the directories, guides and publications ChatGPT reads for your processes. KailxLabs starts by measuring which of those sources decide your buyers’ questions today.
Do spec sheets and PDFs help AI find us?
Less than you would hope. Key facts locked in PDFs and images are hard for engines to quote. We keep your spec sheets and add pages that state the same facts in plain text.
We sell through distributors. Does AI search still matter?
Yes. Engineers often ask AI who makes a part or runs a process before they pick a channel. We make sure the answer names you as the maker and points to the right way to buy.
How do you measure leads from AI search?
Three ways: AI referral traffic and organic traffic in your own GA4 and Search Console, an open text "how did you hear about us" field on your quote form, and our own repeated checks of the AI apps. No tool can yet tie every AI answer to a quote, so we report what the evidence supports.
What do you promise?
Qualified Growth and Scale clients get 30% more organic and AI search traffic in 90 days, or we keep working with no management fee until they do. Nobody controls what an AI says. We never promise a fixed spot or a rank.
Talk to the founder.
20 minutes with Kailesk Khumar. You leave knowing where AI names you today, and what it would take to become the answer.
- A live look. We ask five of your buyer questions on ChatGPT, Google and Perplexity while you watch.
- The reasons. The three biggest reasons AI names a rival instead of you.
- The plan. A clear next step and its price, whether or not you hire us.
Pick a time that suits you. The calendar invite arrives straight away. Prefer a link? Book on Cal.com.
