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.
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.
Prashant
Founder
29 years building businesses
Prashant
Founder
29 years building businesses
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.
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.
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
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.
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
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.
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
11
about AI for business
News
11
about AI for business
News
11
about AI for business
News
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.
13
Ready to start?
Get in touch
Whether you have questions or just want to explore options, we’re here.