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B2B SaaS · Bangalore
B2B SaaS Case Study: 0 to 40+ AI Citations in 5 Months
A Bangalore-based B2B SaaS company selling project management software ranked well on Google but was almost never named in ChatGPT or Perplexity answers. In five months, Digipuush took the brand from zero to 40+ tracked AI citations and a 62% lift in organic signup traffic by restructuring its content for machine extraction.
What was the challenge?
The client had spent years building solid Google rankings for competitive terms like "project management tool for agencies." But when their prospects started researching with ChatGPT and Perplexity — asking questions like "what's the best project management software for small agencies in India?" — the brand was invisible. Competitors with weaker Google positions were being named and linked inside AI answers, while this client, despite ranking on page one, was skipped entirely.
The root cause was structural. Their comparison and feature pages buried key facts inside marketing copy, carousels, and JavaScript-rendered widgets that AI crawlers could not reliably parse. There was no schema markup, no answer-first content, and no FAQ sections mapped to the way buyers actually phrase questions to AI assistants.
What did Digipuush do?
We ran a full AI visibility audit across ChatGPT, Perplexity, and Gemini for 30 priority buyer questions, then rebuilt the client's content around what these engines are trained to cite:
- Rewrote priority pages with answer-first openers — every comparison and feature page now answers its core question in the first 40 to 60 words, in plain, extractable HTML.
- Added structured FAQ and comparison sections mapped to the exact phrasing buyers use with AI tools, not just keyword-optimized headers.
- Implemented Organization, Service, and FAQPage schema so AI crawlers could parse pricing, features, and positioning unambiguously.
- Published citation-worthy comparison content — head-to-head pages and category guides written to be quoted verbatim with attribution.
- Set up monthly AI citation tracking across ChatGPT, Perplexity, and Gemini to measure exactly which prompts surfaced the brand.
This mirrors our standard AEO services process, paired with GEO work to shape how the brand was summarized in longer generative answers.
What were the results?
Within five months, the brand moved from complete AI invisibility to being one of the most-cited options in its category across ChatGPT and Perplexity, with measurable downstream impact on signups.
| Metric | Before | After | Timeframe |
|---|---|---|---|
| Tracked AI citations | 0 | 40+ | 5 months |
| Organic signup traffic | Baseline | +62% | 5 months |
| Priority pages with schema | 0 | 28 | 3 months |
| AI-surfaced buyer prompts | 2 of 30 | 21 of 30 | 5 months |
The 62% lift in organic signup traffic came from the combined effect of AI referrals and stronger, clearer organic pages. Because AEO and SEO share the same technical foundation, the restructuring that won AI citations also reinforced the client's existing Google rankings rather than putting them at risk.
Frequently asked questions
How long did it take to see the first AI citations?+
The first tracked citations in ChatGPT and Perplexity appeared within 7 to 9 weeks of restructuring the priority comparison and feature pages. The full count of 40+ tracked citations built up over the five-month engagement as more pages were rewritten and indexed.
Which AI engines cited the client most often?+
ChatGPT and Perplexity accounted for the majority of tracked citations, because both lean heavily on well-structured comparison and FAQ content. Google AI Overviews began surfacing the brand later in the engagement once schema and answer-first content were in place.
Did AI visibility hurt the client's existing Google rankings?+
No. The same content restructuring that made pages easier for AI engines to extract also improved clarity and internal linking for Google, so classic rankings held steady while AI citations grew. AEO and SEO reinforced each other rather than competing.
Was the 62% signup traffic lift purely from AI citations?+
AI citations were a major driver, but the lift came from the combined effect of AI referrals, improved organic rankings on the restructured pages, and higher click-through from clearer titles and answer-first snippets. We report AI-attributed traffic separately in the monthly scorecard.
Written by
Anil Gorraladaku
Founder, Digipuush
Anil Gorraladaku is the founder of Digipuush, an AI-first digital marketing agency based in Bangalore. He has spent over a decade helping Indian brands grow through search and, more recently, pioneering Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) strategies that get businesses cited by AI systems like ChatGPT, Perplexity, and Google AI Overviews.
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