GEO for Indian Brands: Making Your Site Quotable by AI Assistants

GEO for Indian Brands: Making Your Site Quotable by AI Assistants

A growing share of commercial research now happens inside an assistant rather than on a results page. Someone asks ChatGPT or Perplexity to shortlist suppliers, compare two options, or explain what a service should cost, and the answer names three or four sources. If your brand is not among them, you did not lose a ranking – you were never in the consideration set.

Generative Engine Optimisation is the work of being the source an assistant reaches for. It overlaps with SEO but the unit of success is different: not a click, but a citation.

What actually gets cited

Having watched which pages get pulled into assistant answers about Indian services and products, the pattern is consistent. Cited passages tend to be:

Specific rather than general. “Prices vary depending on requirements” is unquotable. “Audit-plus-implementation retainers for a mid-sized Indian service business typically run between X and Y per month, with the variance driven mostly by content volume” is quotable, because it answers the question the user asked.

Structured as a direct answer. A heading phrased as the question, followed immediately by a two-to-three sentence answer, then the detail. Assistants extract the answer block. Content that buries the answer in paragraph six of a narrative essay does not get extracted, however good the essay.

Numbered, dated and attributable. A figure with a source and a date survives extraction. A figure floating in prose gets dropped as unreliable.

Honest about limits. Passages that include the cases where something does not apply are cited disproportionately often, because they read as expertise rather than marketing. This is the single most counter-intuitive finding and the easiest to act on.

The entity problem, which is where most Indian brands lose

An assistant will not confidently name a brand it cannot resolve as a consistent entity. If your business appears as three different names, with three different addresses and two phone numbers, across your site, your Google Business Profile, your directory listings and your LinkedIn page, the model has no stable thing to refer to.

Fixing this is unglamorous and high-leverage:

The goal is that every mention of the brand across the web reinforces a single entity rather than fragmenting into several.

Practical checklist

  1. Add an FAQ block to every commercial page, using the questions customers actually ask – not invented questions engineered around keywords
  2. Put a two-sentence direct answer immediately under each H2, before the elaboration
  3. Give every page a clear “last updated” date and keep it honest
  4. Publish at least one genuinely comparative page per service, including where a competitor or alternative is the better fit
  5. Name your authors, with credentials, and give them bio pages
  6. Audit your name, address and phone consistency across every listing you can find
  7. Keep llms.txt and a clean robots.txt so assistant crawlers can read what you want read

What not to bother with

There is no keyword density trick for assistants, no meta tag that requests citation, and no submission form. Attempts to manipulate assistant answers with keyword-stuffed pages fail for the same reason they fail in search: the extraction is semantic, not lexical.

The durable version of this work looks like publishing genuinely better-structured, more specific, more honest content than competitors – which is also what has always worked in search, applied with a different output format in mind.

Brands that want an entity and citation audit run across their site and listings can get it from Deep Bhardwaj: https://deepbhardwaj.com/seo-expert-in-india/

Related reading: https://indiaseofieldnotes.mataroa.blog/blog/how-ai-search-engines-choose-which-indian-websites-to-cite/