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How AI Search Is Changing SEO Rankings in Pakistan (2026)

Abdul Sammad 25 Jul 2026 5 min read
Abdul Sammad — Founder & Lead Developer, Softvirtue Technologies. 16+ years building custom software and digital marketing campaigns for Pakistani businesses. LinkedIn

Ranking #1 on Google no longer guarantees a visitor. Google's AI Overviews now answer many searches directly at the top of the results page, and a growing share of buyers research using ChatGPT, Perplexity, and Gemini instead of typing into a search box at all. For Pakistani businesses, this means SEO strategy now has to account for a second, parallel goal: getting cited by AI systems, not just ranked by traditional search. This is often called Generative Engine Optimization (GEO).

What's Actually Changed

  • Google AI Overviews now appear above the traditional 10 blue links for a large share of informational and commercial-investigation searches, synthesizing an answer from multiple sources and citing a handful of them.
  • ChatGPT, Perplexity, and Copilot increasingly handle research and comparison queries that used to go straight to Google — "best inventory software for a Lahore retail shop" is now just as likely to be typed into ChatGPT as into a search bar.
  • Zero-click searches are increasing. When an AI system answers the question directly on the results page, many users never click through to any website at all — which means being the cited source matters more than ever, even though it doesn't always deliver a click.

The practical implication: a page can rank well in traditional Google results and still be invisible in AI-generated answers, because AI systems select and extract content differently than the classic ranking algorithm does.

How AI Systems Decide What to Cite

AI Overviews and chatbot answer engines don't rank pages the same way classic Google search does. They look for content that is easy to extract a clear, confident answer from. Specifically:

  • Answer-first structure. Content that states the direct answer in the first sentence or two — before background, context, or a company introduction — is far easier for an AI system to lift and cite accurately.
  • Specific, concrete facts. "Custom ERP software in Pakistan typically costs PKR 400,000-1,000,000" is citable. "We offer competitive, affordable ERP solutions" is not — it contains no extractable fact.
  • Clean structured data (schema). FAQPage, Article, and Organization schema help AI crawlers correctly attribute facts to your business rather than guessing or misattributing them.
  • Genuine topical authority. A site that thoroughly covers a topic across multiple well-connected pages signals expertise more convincingly to an AI system than a single shallow page ever could.
  • Brand mentions beyond your own website. AI models are trained partly on how frequently and consistently a brand is mentioned across the web — directory listings, press coverage, and review platforms all contribute to whether an AI system "knows" your business exists and is credible.

The llms.txt File: A New (Optional) Signal

An emerging convention, llms.txt, is a plain-text file hosted at a website's root that gives AI crawlers a clear, structured summary of what the business does, its key facts (founding date, location, services, pricing), and links to its most important pages. It's not an official Google or OpenAI standard, and its direct effect on citation frequency isn't proven — but it costs little to implement and gives AI systems an unambiguous, low-noise source of truth about your business, which is exactly the kind of clean signal these systems favor.

Which AI Crawlers to Allow (and Which to Block)

Your robots.txt file controls which AI crawlers can even read your site in the first place. For a business that wants AI visibility, the crawlers worth explicitly allowing include:

Crawler Powers
Google-Extended Google AI Overviews / Gemini training
GPTBot / OAI-SearchBot ChatGPT training and live web search
ClaudeBot / anthropic-ai Claude
PerplexityBot Perplexity's live-search answers

Some businesses choose to block AI crawlers to prevent their content from training third-party models. That's a legitimate choice — but it's a trade-off: blocking these crawlers also makes it far less likely your business appears in AI-generated answers at all, which matters more each year as search behaviour shifts.

GEO Doesn't Replace SEO — It Extends It

Almost everything that helps AI citability also helps traditional SEO: clean schema, fast pages, clear answer-first content, and genuine topical depth. GEO isn't a separate discipline that competes for budget with SEO — it's mostly the same fundamentals, done well, with a few additional considerations layered on top (llms.txt, explicit AI crawler access, answer-first content structure). A site with strong technical and content SEO is already most of the way to being AI-citable.

What Pakistani Businesses Should Actually Do About This

  1. Audit your robots.txt — confirm major AI crawlers aren't accidentally blocked (a surprisingly common default in some website builders and security plugins).
  2. Rewrite key page introductions to be answer-first. Lead with the direct answer to the obvious question a visitor (or an AI system) would have about that page.
  3. Keep schema accurate and valid across every template, not just your homepage — a single broken template can silently strip structured data from dozens of pages at once.
  4. Build genuine brand presence off-site — directory listings, reviews, and press mentions all feed the entity-recognition signals AI models use to decide whether your business is a credible source worth citing.
  5. Don't abandon traditional SEO. Organic search still drives far more traffic than AI citations do today, for the large majority of businesses. GEO is additive, not a replacement.

Frequently Asked Questions

Is GEO a proven ranking factor, or is it hype?

AI Overviews and AI chat answer engines are unquestionably real and growing — that part isn't hype. What's still evolving is the exact mechanics of how any individual page gets selected for citation, since none of the major AI providers have published a definitive ranking algorithm the way Google eventually did for classic search.

Can I track whether my business is being cited by AI tools?

Not yet through Google Search Console directly, though Google has begun surfacing some AI Overview impression data. The most reliable method today is manually testing your target queries in ChatGPT, Perplexity, and Google AI Overviews to see whether and how your business appears.

Should a small Pakistani business really invest in this now?

Most of the work is the same work good SEO already requires — clean schema, fast pages, clear content. The marginal additional effort (an llms.txt file, robots.txt review, answer-first rewrites) is small, and being early is itself an advantage: very few local competitors are addressing this yet.

We've applied everything in this article to our own website — llms.txt, AI crawler access, answer-first content, validated schema — and track the results as part of our own ongoing GEO audits. If you want a free assessment of how visible your business currently is to AI search tools, get in touch, or see our full SEO & GEO services.

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Abdul Sammad

Abdul Sammad is the Founder & Lead Developer at Softvirtue Technologies, with 16+ years building custom inventory, ERP, and web applications for Pakistani businesses. Based in Lahore.

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