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completed client projects

Who we are:

engineered for citation

Calibrate exists because AI search broke the SEO playbook. We engineer e-commerce brands to be the answer AI returns not the alternative that gets ignored.

FOUNDER-LED

BUILT IN DUBAI. WORKING WITH BRANDS GLOBALLY.

FOUNDER-LED

BUILT IN DUBAI. WORKING WITH BRANDS GLOBALLY.

Spacious open-plan office with rows of desks and striking circular ceiling lights.

visibility lift in 90 days

+21%

visibility lift in 90 days

+21%

visibility lift in 90 days

+21%

weeks to first citations

4-6

weeks to first citations

4-6

weeks to first citations

4-6

years building businesses

29+

years building businesses

29+

years building businesses

29+

The team

Founder-led by design

No layers. No handoffs. You work directly with the founder doing the work — every call, every week.

Portrait of a young man with short hair, wearing a dark t-shirt, against a plain background.

Prashant

Founder

29 years building businesses

Portrait of a young man with short hair, wearing a dark t-shirt, against a plain background.

Prashant

Founder

29 years building businesses

Portrait of a young man with short hair, wearing a dark t-shirt, against a plain background.

Prashant

Founder

29 years building businesses

why us?

We believe AI doesn't rank brands it recommends them. Most brands aren't engineered for citation. We are.

We believe AI doesn't rank brands it recommends them. Most brands aren't engineered for citation. We are.

Citation Architecture™ is how we engineer brands to be the answer AI returns. Schema, authority signals, entity work, share-of-voice — every layer AI engines reward, built into your brand.

What makes us different

01

AEO-first. Not retrofitted SEO.

Citation Architecture™ is the foundation, not a service tier.

01

AEO-first. Not retrofitted SEO.

Citation Architecture™ is the foundation, not a service tier.

02

Founder-led by design.

No account managers. No handoffs. You talk to the founder doing the work.

02

Founder-led by design.

No account managers. No handoffs. You talk to the founder doing the work.

03

E-commerce specialized.

One industry. Deeper expertise. Faster results.

03

E-commerce specialized.

One industry. Deeper expertise. Faster results.

Young woman in a white shirt with a colorful gradient print, against a plain background.

prashant kochhar

Founder

08

What we believe

Search is dying. Recommendation is the new search. Buyers don't scroll — they ask AI. The answer is a 3-name shortlist that decides who they buy from. If you're not on it, you don't exist.

We built Citation Architecture™ for the brands that take being the answer seriously.

1997

Started in recruitment in 1997. Built through every tech wave since.

2021

Founded Cobbled Climbs — India's premium cycling retailer

2025

Built CC Content OS in Claude Code

2026

Launched Calibrate AI Agency

Young woman in a white shirt with a colorful gradient print, against a plain background.

prashant kochhar

Founder

08

What we believe

Search is dying. Recommendation is the new search. Buyers don't scroll — they ask AI. The answer is a 3-name shortlist that decides who they buy from. If you're not on it, you don't exist.

We built Citation Architecture™ for the brands that take being the answer seriously.

1997

Started in recruitment in 1997. Built through every tech wave since.

2021

Founded Cobbled Climbs — India's premium cycling retailer

2025

Built CC Content OS in Claude Code

2026

Launched Calibrate AI Agency

Young woman in a white shirt with a colorful gradient print, against a plain background.

prashant kochhar

Founder

08

What we believe

Search is dying. Recommendation is the new search. Buyers don't scroll — they ask AI. The answer is a 3-name shortlist that decides who they buy from. If you're not on it, you don't exist.

We built Citation Architecture™ for the brands that take being the answer seriously.

1997

Started in recruitment in 1997. Built through every tech wave since.

2021

Founded Cobbled Climbs — India's premium cycling retailer

2025

Built CC Content OS in Claude Code

2026

Launched Calibrate AI Agency

Newsletter

We send occasional updates about new case studies and useful tips.

Newsletter

We send occasional updates about new case studies and useful tips.

Newsletter

We send occasional updates about new case studies and useful tips.

12

Help & Info

FAQ

01

How long until I see results?

First citations typically land in 4–6 weeks. Cobbled Climbs hit +21% visibility across 6 AI engines in 90 days.

02

How is this different from SEO?

SEO ranks your pages on Google. AEO gets your brand recommended by AI — and AI search returns a 3-name shortlist, not 10 blue links. Different game, different mechanics.

03

Do I still need traditional SEO?

Yes. AI engines pull from your web content, so strong SEO foundations make AEO compound faster. We work on top of your SEO, not in place of it.

04

Why work with a founder-led agency?

No layers. No handoffs. No account managers. You get the founder doing the work — every call, every week. Faster decisions, sharper execution.

04

Where's the proof this actually works?

Cobbled Climbs hit +21% AI visibility across 6 engines in 90 days, #1 average position in premium cycling. More cases launching as clients give approval. Until then — the audit is free. See for yourself.

01

How long until I see results?

First citations typically land in 4–6 weeks. Cobbled Climbs hit +21% visibility across 6 AI engines in 90 days.

02

How is this different from SEO?

SEO ranks your pages on Google. AEO gets your brand recommended by AI — and AI search returns a 3-name shortlist, not 10 blue links. Different game, different mechanics.

03

Do I still need traditional SEO?

Yes. AI engines pull from your web content, so strong SEO foundations make AEO compound faster. We work on top of your SEO, not in place of it.

04

Why work with a founder-led agency?

No layers. No handoffs. No account managers. You get the founder doing the work — every call, every week. Faster decisions, sharper execution.

04

Where's the proof this actually works?

Cobbled Climbs hit +21% AI visibility across 6 engines in 90 days, #1 average position in premium cycling. More cases launching as clients give approval. Until then — the audit is free. See for yourself.

Contact us directly

I run every Calibrate engagement personally. No account managers, no layers. If you have a question, you talk to me.

Prashant

Founder

13

Ready to start?

Get in touch

Whether you have questions or just want to explore options, we’re here.

By submitting, you agree to our Terms and Privacy Policy.

We are Based in dubai

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13

Ready to start?

Get in touch

Whether you have questions or just want to explore options, we’re here.

By submitting, you agree to our Terms and Privacy Policy.

We are Based in dubai

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B
a
a
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c
k
k
 
 
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t
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Soft abstract gradient with white light transitioning into purple, blue, and orange hues

13

Ready to start?

Get in touch

Whether you have questions or just want to explore options, we’re here.

By submitting, you agree to our Terms and Privacy Policy.

We are Based in dubai

B
B
a
a
c
c
k
k
 
 
t
t
o
o
 
 
t
t
o
o
p
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Soft abstract gradient with white light transitioning into purple, blue, and orange hues