01Map
Find the questions buyers ask
We map the questions your buyers type into AI, from shortlists to price checks, and mark the ones that matter most.
How it works
Agents on it. A person signs off.
KailxLabs runs an agentic system: AI agents ask your buyer questions on the major AI apps, find the pages behind each answer and draft the fixes. Kailesk Khumar, the founder, approves every change before it goes live or goes out. Each month you get a report per AI app with likely ranges, and a verdict from a half of your questions we never touched.
The system
Six steps, every month.
The same loop runs for every client. Agents do the repetitive work at a scale no person could. A person decides what ships.
02Daily
Check the apps
Our agents check your priority questions every day on ChatGPT and on a fixed schedule on every other app, several runs each time, so one odd answer never decides anything.
03Diagnose
Find the pages behind each answer
We map the sources each AI leans on for your questions and flag the ones that name your rivals and not you.
04Agents
Agents draft the fixes
Comparison pages, page updates, fact corrections and pitches to the sites AI cites, drafted and ready for review.
05Approve
You approve every change
Nothing goes live and no pitch goes out until a person signs off. Every draft shows what it changes and why.
06Prove
Proof, against a control group
A report per AI app with ranges, and a verdict from the half of your questions we never touched.
Illustration · fictional brand
Who does what
Agents draft. The founder approves.
Every step has a clear owner. This is what the agents do, what Kailesk decides, and what lands with you.
| Step | What agents do | What Kailesk Khumar decides | What you get |
|---|---|---|---|
| 01 Map | Collect the questions buyers type into AI for your category, from shortlists to price checks, and group them by intent: research, comparison, recommendation and buying. | Agrees the final question list with you, marks the priority questions, and splits the list into a worked half and an untouched half. | The question list, in writing, before anything is measured. |
| 02 Check | Ask every question several times on each AI app, record every answer, every source and every brand named, and flag answers that failed so they never count as a miss. | Checks that the apps, the markets and the brand names being matched are the right ones for your business. | Counts per app, each with the answers behind it and a likely range. |
| 03 Diagnose | Map the pages each AI leans on for your questions, and flag the ones that name your rivals and not you. Trace wrong facts back to the page they came from. | Reads the source map and picks the targets worth your money, in priority order. | The sources behind each answer, the rivals AI prefers, and the fix list. |
| 04 Draft | Draft the fixes: comparison pages, page updates, brand fact corrections, listing changes and pitches to the sites AI cites, each with the reason it matters. | Reviews every draft line by line and rewrites what is not good enough. | Drafts that show what changes and why, ready for your yes. |
| 05 Approve | Nothing. Agents never publish to your site and never send a pitch on their own. | Approves every change and every pitch before it goes out, then ships it or hands it to your team. | Final say on anything that touches your site or your name. |
| 06 Prove | Keep checking after each change, and compare the worked half of your questions with the untouched half. | Writes the monthly verdict: positive, null or inconclusive, by the rule agreed before the work began. | A report per AI app with ranges, and the control verdict. |
Agents never post in communities, never write reviews and never contact anyone in your name without approval. Answers in communities come only from your own named team, with disclosure.
Your first 90 days
What happens, week by week.
Programs run month to month after the first 90 days. That is how long the worked and untouched halves need to show a difference you can trust.
Your first 90 days
Week 1Baseline measured
Weeks 1 to 3Fixes shipped
Weeks 2 to 12Placements earned
Every monthProof report
| When | What happens | What you approve or receive |
|---|---|---|
| Week 1 | We agree the buyer questions and the AI apps, then measure the baseline with repeated runs on each app. | The question list, then the baseline report and a walkthrough |
| Weeks 1 to 3 | Agents draft the site fixes: pages AI can quote, prices and facts in visible text, crawler access, listings. | Each draft for approval, then the shipped change |
| Weeks 2 to 12 | We work the sources AI cites: pitches to editors, listing updates and fact corrections at the source. | Every pitch for approval before it goes out |
| Every month | Agents keep checking. We compare the worked half with the untouched half and write the verdict. | The monthly proof report per AI app |
| Day 90 | The worked half against the untouched half decides what continues. A null is reported as a null. | A plain recommendation: continue, change course or stop |
Cadence
How often we check.
Our agents check your priority questions every day on ChatGPT and on a fixed schedule on every other app, several runs each time, so one odd answer never decides anything.
Every week
The work in motion
- Priority questions checked daily, with several runs each time
- New drafts in your approval queue, each with the reason behind it
- A short note of what shipped, what went out and what is waiting on you
- New lists and threads AI has started to cite, flagged before they settle
Every month
The proof report
- Answers that name you, per AI app, with the count and a likely range
- The sources each app leans on, and the rivals it names instead of you
- The worked half against the untouched half, with a verdict
- The fixes and placements shipped, each judged on the number it can move
Each app is reported on its own row: ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Microsoft Copilot, Perplexity. Developer APIs are labelled and never mixed into a headline.
The report
What proof looks like.
One row per AI app. A count, a likely range and a status for each, then the worked half against the untouched half.
Monthly proof reportFieldnote · 50 questions · SeptemberPriority dailyIllustration
| AI platform | Answers that name you | Likely range | Since baseline |
|---|---|---|---|
| chatgpt.com | 8/10 | 49 to 94% | Confirmed |
| AI Overviews | 7/9 | 45 to 94% | Early read |
| AI Mode | 6/10 | 31 to 83% | Early read |
| Perplexity | 9/10 | 60 to 98% | Confirmed |
| Copilot | 5/10 | 24 to 76% | Normal variation |
| Gemini | 2/10 | 6 to 51% | Normal variation |
Worked half24% → 61%Ranges separate
Untouched half22% → 25%Normal variation
VerdictPositiveWritten rule met
Illustration · fictional brand · not a client result
Where the work lands
Into the sources AI trusts.
Trackers show you where you are missing. The citation engine gets you into the lists, reviews, directories and pages each AI app reads.
On the homepage
See the citation engine
How the six AI apps, your brand and the sources they read connect, and how we work each source.
Meet the citation engine ServiceCitation engineering
Earning your place in the lists, reviews and guides each engine cites, with the summary line written for you.
Citation engineeringSee who AI names instead of you.A 20 minute call with Kailesk, with five of your buyer questions asked live.
Book a call FAQ
How it works, answered.
Is the work done by AI or by people?
Both. AI agents do the checking, map the sources and draft the fixes. Kailesk Khumar reviews every draft, and nothing goes live or goes out without that approval.
How often do you check the AI apps?
Our agents check your priority questions every day on ChatGPT and on a fixed schedule on every other app, several runs each time, so one odd answer never decides anything.
Which AI apps do you measure?
ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Microsoft Copilot, Perplexity. Each gets its own row in every report. Developer APIs are measured only when you ask, and labelled.
Do you post on Reddit or review sites for us?
No. If your team joins a community, we help them answer under their own names, with disclosure. We never plant threads, script reviews or offer incentives for reviews.
How long before we see a result?
The baseline takes five working days and site fixes ship within the first three weeks. Earned placements take longer. Programs run month to month after the first 90 days.
What do we need to give you?
A list of your products or services, your prices, the markets you serve and a contact who can approve changes. Access to Search Console or analytics helps, but it is not required.
Last updated 26 Sep 2026
- 26 Sep 2026: page published with the agentic system, the first 90 days and the cadence.
Book a call
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.
KK Kailesk Khumar AI visibility strategy call
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