Walmart · Microsoft
22% — global ecommerce growth
Independently reportedRetail & e-commerce · Search & retrieval · LLM · In production · 2024
Search & retrieval
Mandviwala Qutub and Associates (MQA) · Nebula
Vendor-reportedOtherIndiaScaledLLM
Vendor-reported. The customer is named and the numbers are quoted from the source page, but the account comes from the vendor. No independent confirmation.
Reported by nebulatech.in (vendor self-report). Checked against the source page on 2026-09-05. 4 of 4 figures below appear on that page word for word.
The problem
MQA's digital presence didn’t reflect its real-world reputation, with low domain authority (DA 9) and a high spam score (49%).
What was deployed
- Vendor
- Nebula
- Technique
- LLM
- Build or buy
- Bought off the shelf
- Deployment
- SaaS
What changed
Each row is quoted from the source. Figures we could not find on the page in those words are marked — they are kept, not deleted, so you can judge them.
52Domain Authorityfrom 9
“Domain Authority increased from 9 to 52, improving trust with search engines and driving sustained visibility”
Quoted word for word from the source
1%Spam scorefrom 49%
“Spam score dropped from 49% to 1%, restoring technical credibility and supporting long-term search stability”
Quoted word for word from the source
100+High-intent keywords ranked
“100+ high-intent keywords ranked, with 16 in the top 10 — directly contributing to increased traffic from architects, builders, and institutional clients”
Quoted word for word from the source
16High-intent keywords ranked in top 10 positions
“100+ high-intent keywords ranked, with 16 in the top 10 — directly contributing to increased traffic from architects, builders, and institutional clients”
Quoted word for word from the source
improvedLead quality
“Lead quality improved, with qualified project inquiries coming in from cities across India enabling MQA to compete for national-level projects”
Quoted word for word from the source
“Team Nebula has always been very cooperative and friendly from the beginning with us. We started off our website and search marketing strategy with a vision to have a national reach. And Nebula delivered every single time! We look forward to a long-term partnership as our trusted digital partner.”
Sources
- nebulatech.in — vendor self-report, 2024-01-01
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