For Pakistani business owners, startup founders, and marketing teams, the way customers search is already changing. People are asking ChatGPT and Perplexity questions they previously typed into Google, from comparing service providers to researching costs and solutions. The challenge is that appearing in these answers is less predictable than ranking for a traditional keyword. Unboxed helps businesses turn genuine expertise into clear, credible, and technically accessible content that AI search platforms can discover, understand, and potentially cite.
Before getting tactical, it helps to understand the difference between GEO and AEO. GEO focuses on improving visibility within generative AI answers, while AEO prepares content to answer questions across search engines, voice assistants, and other answer-based platforms.
Why ChatGPT and Perplexity Are Becoming Search Engines
People are increasingly using AI chat tools to research products, compare services, solve problems, and shortlist potential providers.
Instead of opening several search results and assembling the answer themselves, users can ask one detailed question and receive a summarised response supported by web sources. They can then refine the answer with follow-up questions.
This creates a different type of visibility opportunity. A company may appear in AI chatbot answers because one of its pages contains a clear definition, useful comparison, original insight, or accurate explanation that directly supports the generated response.
For a Pakistani business, this could mean being mentioned when someone asks:
- How much does corporate video production cost in Pakistan?
- Which digital marketing services does a growing business need?
- How can a Pakistani company improve visibility in AI search?
- What should a startup look for when choosing a creative agency?
The objective is not to trick an AI platform. It is to make your business a reliable and understandable source that a search-enabled AI system can use with confidence.
How These Tools Choose What to Cite
ChatGPT Search and Perplexity can retrieve information from the web before producing answers to current or research-based questions. However, neither company publishes a complete ranking formula, and no agency can guarantee that a particular page will receive a citation.
Several practical requirements are still clear.
First, the page must be accessible. OpenAI uses OAI-SearchBot to surface websites in ChatGPT search, while Perplexity uses PerplexityBot for its search results. Blocking these crawlers may prevent important pages from being discovered or cited.
Second, the content must closely match the user’s question. A direct, specific explanation is easier to use than a long introduction filled with general marketing claims.
Third, the source must appear credible. Clear authorship, supporting evidence, original experience, accurate business information, and relevant third-party mentions can all strengthen trust.
Finally, the content must be easy to interpret. Logical headings, descriptive titles, concise answers, lists, comparison tables, and meaningful internal links help both people and machines understand the page.
These factors improve eligibility and clarity. They do not guarantee inclusion in an AI-generated answer.
Steps to Improve Your Chances of Being Cited
1. Start With Real Customer Questions
Build content around questions your customers are genuinely asking.
Useful sources include:
- Sales calls and consultation notes
- Customer emails and WhatsApp messages
- Google Search Console queries
- Google’s People Also Ask results
- Related searches
- Competitor content gaps
- Questions asked during proposals or onboarding
A broad topic such as “video production Pakistan” is difficult to answer fully. A question such as “How much does a two-minute corporate video cost in Pakistan?” is more specific and naturally leads to production costs, timelines, crew requirements, editing, animation, and possible trade-offs.
Group closely related questions into a comprehensive resource instead of creating a thin page for every keyword variation.
2. Put the Direct Answer Near the Top
Answer the main question early. Do not make the reader scroll through several paragraphs before reaching useful information.
Each important section should begin with a concise answer that makes sense on its own. You can then explain the details, exceptions, and examples underneath it.
For example:
What is GEO? Generative engine optimisation is the process of improving a brand’s likelihood of being discovered, mentioned, or cited in AI-generated answers. It combines strong SEO foundations with clear answers, technical accessibility, entity consistency, credible evidence, and wider brand authority.
There is no mandatory word count for an AI-friendly answer. A 40-to-60-word paragraph can work well for straightforward questions, but completeness and clarity matter more than hitting a fixed number.
3. Cover the Topic Thoroughly
A strong resource should answer the main question while addressing the related concerns someone may ask next.
For example, a guide to corporate video costs could cover:
- The main factors affecting the price
- Pre-production, filming, and editing
- Live action versus animation
- Crew, equipment, location, and talent costs
- Typical production timelines
- Questions to ask before requesting a quote
- Situations where a lower-cost approach may work
The page should not become unnecessarily long. It should simply remove the need for the reader to search elsewhere for every basic follow-up question.
This is where a focused approach to GEO services becomes more useful than publishing disconnected posts without a wider topic strategy.
4. Make Claims Easy to Verify
AI systems are more likely to trust content when its factual claims can be checked.
Use reliable sources such as:
- Official platform documentation
- Government publications
- Recognised industry bodies
- Public datasets
- Named experts
- Original company research
Add dates to statistics and review them regularly. Avoid claims such as “most customers prefer video” unless credible evidence supports them.
Firsthand information can be especially valuable. A Pakistani agency could publish anonymised production timelines, common approval delays, budget considerations, or lessons learned from actual campaigns. Original experience gives other websites and AI platforms a stronger reason to reference the page.
5. Demonstrate Who Created the Content
Readers and search systems should be able to identify who wrote or reviewed a page and why that person or company is qualified to discuss the subject.
Strengthen credibility by including:
- Accurate author or reviewer biographies
- Relevant professional experience
- Case studies and portfolio examples
- Clear publication and update dates
- Editorial or fact-checking information
- Transparent contact and company details
Keep the company’s name, services, location, social profiles, and descriptions consistent across its website and important third-party listings.
A complete AI search optimization strategy should improve not only individual articles but also how clearly the entire business is represented across the web.
6. Earn Relevant Third-Party Mentions
Your website is only one source of information about your business. Mentions on other credible websites can reinforce your expertise and clarify what your brand is known for.
Useful opportunities may include:
- Industry publications
- Business associations
- Expert interviews
- Podcasts and webinars
- Partner websites
- Conference profiles
- Relevant directories
- Original research cited by journalists or bloggers
Prioritise relevance and credibility over volume. One detailed mention on a trusted industry website can provide more useful context than dozens of low-quality directory links.
Traditional link building alone is not enough. The mention should connect your brand with genuine expertise, experience, or a useful contribution.
7. Check Crawler and Indexing Access
Ask your technical team to confirm that important pages:
- Return a successful HTTP status
- Are not blocked by robots.txt
- Do not contain an accidental noindex directive
- Appear in the XML sitemap
- Load their main content without requiring complex interaction
- Allow OAI-SearchBot and PerplexityBot
- Are discoverable by major search engines
- Use clear canonical tags where necessary
Website owners can use Google Search Console and Bing Webmaster Tools to identify crawling and indexing issues. Bing also supports IndexNow, which can notify participating search engines when selected URLs are added, updated, or removed.
These technical foundations can also support visibility in Google’s AI Overviews specifically, although Google, ChatGPT, and Perplexity use different systems and may select different sources.
8. Use Accurate Structured Data
Structured data can help search systems interpret important information about a page and the organisation behind it.
Depending on the content, suitable types may include:
- Organization
- LocalBusiness
- Article
- BreadcrumbList
- Product
- Service
Only use markup that accurately reflects the visible page content. Validate eligible markup with the appropriate testing tools and correct any errors.
Do not add schema simply because a page contains a list of questions. Google removed its FAQ rich-result documentation in 2026 because FAQ rich results are no longer shown in Google Search. More importantly, there is no official evidence that adding FAQ schema automatically increases citations in ChatGPT or Perplexity.
Structured data can improve interpretation, but it cannot compensate for inaccurate, inaccessible, or unhelpful content.
9. Keep Important Information Current
Review pages that contain:
- Prices
- Platform instructions
- Laws or regulations
- Product features
- Market statistics
- Service availability
- Technical recommendations
Show an updated date only when meaningful changes have been made. Changing the date without improving the content does not make the page more trustworthy.
What Doesn’t Work
Several common shortcuts are unlikely to create sustainable AI visibility.
- Keyword stuffing: Repeating “how to rank in ChatGPT” does not make a page more credible.
- Generic summaries: Content without evidence, experience, or original value gives an AI system little reason to cite it.
- Low-quality links: A large number of irrelevant links does not automatically establish authority.
- Schema on weak content: Markup cannot turn a thin page into a reliable source.
- Blocked crawlers: Search-enabled AI tools cannot reliably surface content they cannot access.
- Publishing hundreds of shallow pages: Volume does not replace useful topic coverage.
- Testing one prompt once: AI answers may change with prompt wording, location, available sources, and platform updates.
The safer approach is less exciting but more effective: publish the clearest reliable answer, support it with evidence, make it accessible, and reinforce it with genuine authority.
Measuring Whether It’s Working
GEO performance is more difficult to measure than traditional keyword rankings. Citations and mentions can vary across prompts, users, follow-up questions, locations, and platform updates.
Use a practical measurement process:
- Create a fixed list of commercially relevant prompts.
- Test those prompts regularly in ChatGPT and Perplexity.
- Record whether your brand is mentioned, cited, linked, or omitted.
- Track referral traffic from AI platforms in your analytics.
- Monitor branded searches, enquiries, and assisted conversions.
- Review which pages attract AI-related referral sessions.
- Compare monthly trends rather than reacting to individual answers.
ChatGPT search referral links include a utm_source=chatgpt.com parameter, which makes traffic easier to identify in analytics.
Bing Webmaster Tools also provides an AI Performance report showing citations across supported Microsoft AI experiences. However, it does not provide a complete record of citations in ChatGPT or Perplexity.
Dedicated GEO tracking platforms are improving, but no tool can currently capture every possible AI answer with complete accuracy.
Frequently Asked Questions
How Long Does It Take to See Results From GEO Efforts?
There is no fixed timeline. GEO is still evolving, and results depend on crawlability, authority, competition, content quality, and how quickly platforms discover changes. Some citations may appear within weeks, while broader visibility can take several months.
Do I Need to Change My Whole Website, or Just Add New Content?
Usually, businesses need to restructure important existing pages and add content for valuable questions the website does not currently answer. A complete rebuild is rarely necessary unless the site has serious technical or structural problems.
Does This Replace Traditional SEO?
No. GEO works alongside traditional SEO. Technical health, useful content, relevant links, brand authority, and search visibility can all support inclusion in AI-generated answers.
Can a Small Business Realistically Compete for This Kind of Visibility?
Yes. A small business can compete by answering specific questions with greater clarity, local relevance, and firsthand expertise than larger competitors. This can be more achievable than competing for broad keywords in a heavily saturated search market.
Build a GEO Strategy That Fits Your Business
There is no universal checklist that guarantees a citation in ChatGPT or Perplexity, but a disciplined strategy can improve your chances. Explore real examples of brands getting this right, then speak with Unboxed about building a practical GEO strategy around your audience, expertise, website, and growth goals.
Unboxed is ready to help you boost your sales. Call us +92 (307) 131 7777 or visit our office at Office 27, 3rd Floor, Pakland City Center, I-8 Markaz, Islamabad, Pakistan for a detailed consultation and quotes.
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