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AI VISIBILITY ENGINEERING
ChatGPT is where Nepali professionals, export buyers, and international clients now begin their research. If ChatGPT doesn't mention your brand when someone asks about your category, your competitors take that ground. Ignited Nepal engineers your presence into ChatGPT's responses — through Bing optimisation, entity building, and content that earns citations.
ChatGPT is where Nepali professionals, export buyers, and international clients now begin their research. If ChatGPT doesn't mention your brand when someone asks about your category, your competitors take that ground.
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/ This is for you if
The founder who searched and didn't appear — You typed your industry or category into ChatGPT and found three competitors listed. Your brand wasn't there. ChatGPT is now a discovery channel — and you're invisible on it.
The SaaS CMO whose buyers shortlist without you — Your buyers use ChatGPT to build vendor shortlists before they ever visit your website. You don't make those lists. You're losing pipeline before a single conversation starts.
The marketing manager asking "why them, not us?" — Competitors appear in ChatGPT responses and you can't explain why. You know it matters. You need a clear picture of the gap and a plan to close it.
The growth lead building the case internally — Leadership isn't convinced that ChatGPT visibility affects revenue. You need citation data, a competitor comparison, and a clear connection to pipeline — not a hypothesis.
/ What's broken
ChatGPT draws from the Bing search index when browsing is active, and from its training data at all times. If your brand has a weak Bing presence and limited coverage in authoritative sources, your citation rate is close to zero — regardless of how strong your Google rankings are.
ChatGPT doesn't cite brands it doesn't understand well enough. Before ChatGPT will recommend you, it needs a structured, consistent, authoritative picture of who you are, what category you're in, and why you matter. Most Nepali brands haven't built that picture yet.
ChatGPT users don't search like Google users. They ask comparison questions, evaluation questions, and category questions. If your content answers "what we do" but not "how we compare to X" or "which tools are best for Y in Nepal", ChatGPT has nothing useful to cite.
Most brands — including yours — have never measured their ChatGPT citation rate. You don't know which queries surface your competitors, which sources ChatGPT relies on, or whether anything has changed month to month. You can't fix what you can't see.
/ What we engineer
Each workstream is built by the team that audits it, and wired into the rest of your growth system.
We query ChatGPT with 20 target queries — brand, category, and competitor — and record exactly what is cited, what sources are used, and where your brand ranks in the response. This is your baseline.
ChatGPT's web browsing feature uses Bing, not Google. We identify which of your key pages are missing from Bing's index, fix technical gaps, and build Bing-specific ranking signals for your target queries.
We build your brand's entity footprint in the sources ChatGPT relies on: Wikipedia, authoritative Nepali and international media, and content types that appear in OpenAI's training data. The goal is for ChatGPT to "know" your brand well enough to cite it.
We create and restructure pages in the format ChatGPT cites most readily: direct-answer pages, category comparison pages, and structured FAQ content. These pages serve both ChatGPT citation and traditional search.
Each month we run the same 20 queries and record which competitors are cited alongside — or instead of — your brand. You see exactly who is gaining ground and why.
A monthly report showing your citation rate across 20 queries, a trend line from month one, source analysis, and recommended actions for the following month.
/ What changes
/ Common questions
Straight answers on scope, timelines and cost. Anything else, ask us directly.
Ask us directlyChatGPT visibility is how often your brand is cited in ChatGPT responses when users ask about your category, product, or industry. For Nepali businesses — particularly those serving international buyers or export markets — ChatGPT is now a primary discovery channel. When buyers ask ChatGPT "which Nepali software companies handle X" or "best vendors for Y in Nepal", a brand with no ChatGPT visibility simply doesn't exist in that buyer's research process.
ChatGPT's web browsing feature uses Bing, not Google. When a user has browsing enabled, ChatGPT retrieves real-time results from Bing's index. This means strong Google rankings do not automatically translate into ChatGPT citations. Bing optimisation is a separate, distinct workstream.
Regular SEO targets Google's ranking algorithm and drives direct website traffic. ChatGPT visibility targets the sources ChatGPT uses to generate responses — Bing's index, Wikipedia, training data, and authoritative media. A brand can rank on page one of Google and still be completely absent from ChatGPT. The two channels require different optimisation approaches.
Citation rate improvements typically begin appearing within 6–10 weeks for Bing-driven citations, once indexing and content gaps are addressed. Entity and training-data improvements take longer — 3 to 6 months — because they depend on authoritative sources being crawled and processed by OpenAI. We establish a baseline in Week 1 so progress is measurable from Day 1.
No vendor can guarantee a specific citation rate, because ChatGPT's responses depend on probabilistic model outputs and real-time index data that no third party controls. What we can do is build the conditions — Bing presence, entity authority, citation-ready content — that make citations significantly more likely. Our monthly reporting shows exactly whether those conditions are producing results.
We run a fixed set of 20 queries in ChatGPT each month — using the same phrasing and settings — and record whether your brand is cited in each response. Citation rate is expressed as a percentage (e.g., cited in 12 of 20 queries = 60% citation rate). We track this month by month and compare it against your top competitors.
ChatGPT Visibility Nepal starts from NPR 45,000 per month for the ongoing monitoring and optimisation programme. The initial audit (Days 1–5) is a separate one-time engagement. Exact pricing depends on the number of target queries, entity-building scope, and content volume required. Contact info@ignitednepal.com for a scoped proposal.
This service focuses specifically on ChatGPT — Bing optimisation, entity building for OpenAI's training sources, and ChatGPT citation tracking. Ignited Nepal also offers separate Perplexity Visibility and Gemini Visibility services. An AI Visibility Audit covers all three engines and recommends where to prioritise based on your category and buyer behaviour.
Start here
Your buyers are asking ChatGPT about your category right now. The brands that show up in those responses are building pipeline you can't see. The brands that don't show up are losing it silently. An AI Visibility Audit runs 20 queries in ChatGPT, records exactly what's being cited, and maps the gap between your brand and the brands that are appearing. You leave with a clear picture of where you stand and what it would take to change it.
Ignited Nepal — Growth Engineering Company. Working with B2B founders, SaaS teams, and export businesses across Nepal.Ignited Nepal
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