About the Client
Bhagiradha Chemicals & Industries Limited (BCIL) operates in the chemical industry, focusing on chemical manufacturing and agrochemical products. Its digital presence plays an important role in connecting with industrial buyers, distributors, procurement teams, and businesses researching chemical products and suppliers.
As AI-powered search platforms become part of the product research process, manufacturers need clear, accessible, and relevant website content to communicate their products and expertise. Pixel Studios worked with Bhagiradha on a three-month Generative Engine Optimization (GEO) project to strengthen organic search visibility, improve product discoverability, and support brand representation across AI-powered search experiences.
The Challenge
The project focused on several opportunities to improve Bhagiradha’s online visibility and information accessibility.
- Limited AI Search Visibility: Improving the likelihood of the brand appearing in relevant responses across ChatGPT, Google AI search experiences, and Perplexity.
- Product-Specific Search Intent: Connecting informational, technical, and commercial searches with relevant chemical product pages.
- Content Gaps: Establishing a blog content foundation to address industry questions and product-related searches.
- Topical Authority: Building relevant content around agrochemical products, applications, and chemical manufacturing.
- Brand and Entity Clarity: Improving the consistency and clarity of company and product information.
- Internal Linking: Strengthening connections between product pages, company information, and supporting content.
Our GEO Strategy and Implementation
1. On-Page and Technical Optimization
Pixel Studios focused on improving the website’s content organization and technical foundation. The optimization approach included reviewing metadata, heading structures, internal links, crawlability, and information accessibility. The team also considered structured data opportunities to help search systems better understand relationships between the company, its products, and website content.
These activities supported a more organized website structure for users and search systems.
2. Product-Focused Content Strategy
The content strategy focused on relevant manufacturer-related and product-specific search queries. The approach included identifying informational and technical search intent, planning product-focused content, developing relevant FAQs, and identifying opportunities for brand-focused articles.
The strategy also emphasized Experience, Expertise, Authoritativeness, and Trustworthiness (E-E-A-T) principles by prioritizing useful, clear, and credible information relevant to industrial buyers.
3. Content-to-Product Alignment
We aligned informational content with relevant product pages to create a more connected user journey. The approach focused on linking supporting articles to products, connecting FAQs with relevant applications, strengthening contextual internal links, and identifying suitable enquiry pathways.
This structure was intended to help potential buyers move from initial research to product evaluation and business enquiries.
4. AI Visibility Monitoring
The performance monitoring framework included AI-generated brand mentions, website citations, organic search performance, AI referral traffic, content engagement, and relevant enquiries. Monitoring these indicators provides opportunities to identify content gaps and refine the GEO strategy over time.
Performance Metrics and Results
1. AI Referral Traffic
Google Analytics 4 recorded the following traffic from three AI platforms during the selected reporting period.
| AI Platform | Sessions | Total Users |
|---|---|---|
| ChatGPT | 89 | 76 |
| Google Gemini | 75 | 58 |
| Perplexity | 66 | 41 |
| Total | 230 | 175 |
These platforms accounted for 230 sessions and 175 total users. ChatGPT generated the most sessions of the three sources, followed by Gemini and Perplexity. This data provides evidence of website visits originating from AI platforms.
2. Google AI Search Visibility
Google Search Console’s Generative AI features report recorded 20.5K total impressions during the selected reporting period. This provides an additional indicator of visibility in Google’s AI search experiences.
3. Brand Representation in GEO
For the query “pyroxasulfone manufacturers in India,” Bhagiradha appeared in Google’s AI Overview as a manufacturer of Ethiprole technical-grade active ingredients. The brand was also displayed in the accompanying AI Overview panel.
AI Overview Search Result
AI Mode Search Result
Chatgpt Search Result
Gemini Search Result
This example demonstrates Bhagiradha’s representation in an AI-generated response for a relevant agrochemical product query.
4. Organic Keyword Ranking Improvements
The supplied keyword tracking data showed strong rankings across several manufacturer-related searches.
| Keyword | Latest Reported Position |
|---|---|
| Pyroxasulfone manufacturers in India | 1 |
| Novaluron manufacturers | 1 |
| Ethiprole manufacturers in India | 2 |
| Novaluron manufacturers in India | 2 |
| Tembotrione manufacturers in India | 2 |
| Trifloxystrobin manufacturers in India | 3 |
| Thifluzamide manufacturers | 3 |
| Dinotefuran manufacturers in India | 4 |
These positions demonstrate visibility for relevant agrochemical manufacturer queries. They complement the AI referral traffic and Google AI Overview evidence by showing the website’s presence in traditional organic search results.
Note: Keyword positions reflect the supplied tracking data. Comparison dates should be confirmed before calculating ranking improvements.
Conclusion
Bhagiradha’s three-month GEO project focused on improving the foundations of organic search visibility and AI-powered brand discovery. By combining technical optimization, product-focused content planning, internal linking, and performance monitoring, Pixel Studios developed a structured approach to helping Bhagiradha’s products and expertise become more discoverable online.
The available data highlights 230 AI referral sessions, 175 users, 20.5K reported Google AI search impressions, an example of Ethiprole-related brand representation in Google AI Overview, and strong rankings for several agrochemical manufacturer keywords.
Together, these indicators provide a practical basis for continued SEO and GEO optimization. Ongoing monitoring, relevant content development, and performance analysis can help Bhagiradha strengthen its digital presence and support its long-term B2B discovery goals.
Pixel Studios helps businesses improve their digital presence through SEO, Generative Engine Optimization (GEO), content strategy, and digital marketing solutions.
