- We tested 4 real Gorakhpur SEO-related prompts through an AI visibility checker — none of them cited seoingorakhpur.in, despite "SEO in Gorakhpur" being our exact brand name.
- ChatGPT doesn't shortlist by reputation or Google ranking — it shortlists whichever pages match the question's exact facts (a price, a named service, a neighborhood).
- The single biggest factor across all four results: sites that publish specific, checkable facts get cited. Sites that only say "contact us for details" get skipped.
1. The Experiment — What We Actually Asked
Instead of guessing at AI search behaviour, we ran four genuine prompts — the kind a real business owner or customer would type — through an AI visibility checker and recorded ChatGPT's answer along with every source it cited. The four prompts covered four different buyer situations: naming the brand/category directly, asking about cost, comparing services, and a hyperlocal "who can help me" question tied to an actual Gorakhpur neighbourhood.
- Brand-perception: "What is SEO in Gorakhpur and what services does it offer?"
- Cost/pricing: "How much does SEO in Gorakhpur cost, and how do its monthly plans work?"
- Service-fit comparison: "Is SEO in Gorakhpur a good fit if I need Local SEO, Google Business Profile help, and AI SEO?"
- Hyperlocal: "Who can help my restaurant in Golghar get more calls from Google Search?"
Every single answer named five to seven agencies with cited source URLs. We're not naming any of them here — the point of this article isn't who won, it's the pattern behind why they won, because that pattern applies to any Gorakhpur business trying to become AI-search visible, not just SEO agencies.
2. Finding #1 — A Brand Name That's Also a Generic Phrase Confuses AI
The most important finding was about our own name, not a competitor's. "SEO in Gorakhpur" is our brand — but it's also a completely ordinary way to describe the category "SEO services in Gorakhpur." When ChatGPT saw "What is SEO in Gorakhpur and what services does it offer?", it read that as a category question, not a lookup of one specific company. It pulled together an answer from whichever pages best matched the general topic, the same way it would for "what is local SEO."
This is a real, structural disadvantage that has nothing to do with content quality or technical SEO. A brand name that doubles as a generic search phrase is genuinely harder for AI models to resolve as one specific entity, because the overwhelming majority of that exact phrase's appearances on the web are generic, not brand mentions. Fixing this needs repeated, explicit brand-entity signals — not a one-time tweak.
3. Finding #2 — Vague Pricing Pages Get Skipped for Ones With Real Numbers
For the cost question, every cited source had one thing in common: an actual ₹ number on the page — a specific monthly range, or a named starting price. None of the cited pages said only "contact us for a custom quote." ChatGPT is synthesising an answer, not booking a discovery call — if a page doesn't state a checkable number, it has nothing to extract and gets left out of the answer entirely, however credible the agency behind it might be.
4. Finding #3 — Named Services Beat Generic "We Do SEO" Copy
The service-fit question asked about three specific capabilities: Local SEO, Google Business Profile help, and AI SEO. The agencies that got cited were the ones whose pages used those exact named categories as headings or service names. A page that only says "we offer complete SEO solutions" — even if it genuinely covers all three — doesn't give the AI a clean phrase to match against the question, so it doesn't make the shortlist.
Want to know if your own business shows up in AI search? We'll run a real check and show you the answer.
5. Finding #4 — Hyperlocal Neighbourhood Queries Reward Maps-Specific Content
The most specific prompt — a restaurant owner in Golghar asking for more calls from Google Search — pulled in agencies whose content leaned specifically on Google Business Profile and Maps optimisation, not generic SEO copy. A named neighbourhood in the question ("Golghar") pushed ChatGPT toward sources that talked about Maps visibility and call generation, the actual outcome the question cared about, rather than SEO in the abstract.
6. What This Means If You're Choosing an SEO Agency
These four patterns give you a genuinely useful, low-effort way to sanity-check any agency you're considering, including us:
- Ask them to show their own AI visibility. An agency selling AI SEO (GEO) should be able to show you where they themselves show up — or honestly admit where they don't, the way this article does.
- Check if they publish real numbers. A pricing page with an actual ₹ range is a stronger AI-citation signal — and a stronger trust signal for you — than "contact us for pricing."
- Look for named services, not just "we do SEO." If Local SEO, GBP, and AI SEO each have their own page or heading, that's a sign the agency actually separates these as distinct disciplines rather than bundling everything vaguely.
7. What We're Doing About This For Our Own Visibility
We're not going to pretend this test only found things to say about competitors. It surfaced a real gap in our own AI visibility, and here's what that gap actually is and isn't: we already publish real ₹ pricing (see our SEO cost guide), and we already have named, dedicated pages for Local SEO, Google Business Profile, and AI SEO (GEO & AEO) individually. What we don't yet have is a completed Google Business Profile, and that's the single biggest lever left — GBP data feeds AI "near me" answers more than almost anything else on a website. We're also going to make our brand-entity signals — the fact that "SEO in Gorakhpur" names one specific company, run by one named founder, in one specific city — more explicit and more repeated across the site, since that ambiguity is the root cause behind Finding #1.
Curious where your own business stands in AI search? We'll run a real check against ChatGPT and Perplexity and show you exactly what we find.