Last updated: May 2026. By Abdul Rehman.
TL;DR: 83% of AI-powered search queries end without a click to any website. This 7-step audit walks you through checking whether ChatGPT, Google AI Mode, and AI Overviews mention your Pakistani business — and what to fix when they do not. Expect 2-3 hours for the full audit, zero cost for the manual version.
If you run a business in Lahore, Karachi, or Islamabad and your phone used to ring from Google search leads but has gone quiet over the past 12 months, the cause is not your SEO agency. The cause is AI search — Google AI Mode, AI Overviews, and ChatGPT answering your potential customers’ questions without ever sending them to your website. Seer Interactive documented a 61% year-over-year decline in organic click-through rates for queries that trigger AI Overviews. Ahrefs found that 99.9% of keywords that trigger AI Overviews are informational in intent, and AI Overviews now appear on roughly 20% of all Google searches. The leads have not disappeared. They are being answered by AI before they reach you.
First, measure the baseline damage in Google Analytics
Open GA4. Navigate to Acquisition > Traffic Acquisition. Filter the date range to compare the past 90 days against the same period one year ago. Look at the “Organic Search” channel row. Note three numbers: total sessions, conversion rate, and revenue or lead count.
A Pakistani ecommerce store in Karachi that saw 8,000 organic sessions per month in May 2025 and now sees 5,200 has lost 35% of its organic traffic — consistent with BrightEdge data showing an average 30%+ decline for pages formerly ranking in positions 1-3 under AI Overviews. That 2,800-session loss at a 3% conversion rate equals 84 fewer orders per month. At an average order value of PKR 4,500, the monthly revenue loss is PKR 378,000.
Write down your three baseline numbers. Every subsequent step in this audit references them.
Then, check if AI systems mention your business at all
Open ChatGPT. Type: “What are the best [your service] companies in [your city]?” For example: “What are the best digital marketing agencies in Lahore?” Read the response. Is your business named? Is any competitor named?
Repeat in Google AI Mode (available at google.com in supported regions). Ask the same question. Then search on Google and check whether an AI Overview box appears above the organic results for your target keywords. If it does, read the sources cited in the overview. GoodFirms reports that 83% of AI-powered search queries end on the search engine results page without any click to an external site. If your business is not cited in those AI-generated answers, you are invisible to the 83% of users who never scroll past the AI summary.
Open Perplexity. Ask: “Who are the top [your industry] providers in Pakistan?” Perplexity cites its sources explicitly. Check whether your website appears in the source list.
Record which AI systems mention you, which do not, and which competitors appear consistently.
Next, audit your structured data and schema markup
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Schema markup — structured code on your website that tells search engines exactly what your business is, what services you offer, and how customers interact with you. AI search engines rely heavily on schema to populate their answers. If your schema is missing or broken, AI systems cannot extract your information even if your page ranks well.
Open Google’s Rich Results Test tool. Enter your homepage URL. Check for Organization schema (name, address, phone, logo, sameAs social profiles). For Pakistani businesses needing structured data implementation, WeProms offers a dedicated schema markup and structured data service. (name, address, phone, logo, sameAs social profiles). Then test your top 5 service or product pages. Check for:
- LocalBusiness schema with your Pakistani city, phone number, and operating hours
- Service or Product schema with descriptions and prices in PKR
- FAQPage schema with question-and-answer pairs that match real user queries
- Review or AggregateRating schema if you have customer reviews
If fewer than 3 of your top pages pass the Rich Results Test with meaningful schema, this is your highest-priority fix. Google’s Preferred Sources program has reached 345,000 sources as of May 27, 2026, and is expanding into AI Search. Businesses with clear, structured entity data are more likely to be selected as preferred sources.
After that, test your content for AI extractability
AI search engines extract passages, not pages. Each paragraph on your website must answer a specific question completely, with no dependency on surrounding context. Pick 5 random paragraphs from your website. Read each one in isolation. Can a reader understand what service is being described, what city it serves, and what makes it different from competitors — without reading any other paragraph?
If a paragraph says “our team provides excellent results for clients across the region,” an AI search engine cannot extract anything useful from it. No service name. No city. No differentiator. Rewrite that paragraph to say: “WeProms Digital provides Google Ads management for Pakistani ecommerce businesses in Lahore, Karachi, and Islamabad, with a minimum ad spend of PKR 100,000 monthly and a track record of reducing cost-per-lead by 35%.”
The rewrite contains a company name, a specific service, a target audience, Pakistani cities, a PKR amount, and a measurable claim. AI systems can extract any of those data points independently.
Once you’ve fixed extractability, optimize for AI citations
AI search engines cite sources that provide unique data, original research, and specific expertise that the AI cannot generate on its own. A Search Engine Land GEO study found that 14% of pages receiving LLM-driven traffic had zero organic search clicks in the same period. Those pages won AI citations not through traditional ranking signals, but through content characteristics that AI systems prefer.
For each of your top 10 target keywords, create one piece of content that includes:
- A specific PKR price range or cost breakdown for your service in Pakistan
- A named comparison between your approach and a competitor approach
- A case study with before-and-after metrics (even anonymized)
- A definition of a key term that does not exist anywhere else in those exact words
- A data point from a recognized source (SBP, PTA, Daraz, JazzCash market data)
Content with original data and proprietary frameworks dominates AI citation pools. Industry studies show posts with unique data are cited 78% more often than generic guides in LLM responses.
From here, set up tracking for AI-driven traffic
How we helped a Pakistani business achieve measurable results.
GA4 now includes AI assistants as a default channel group. Open GA4 > Acquisition > Traffic Acquisition. Look for the “AI Assistants” row. This row captures referral traffic from ChatGPT, Perplexity, and other AI platforms. If the row shows zero sessions, either AI systems are not sending you traffic, or your GA4 configuration needs updating.
To verify, navigate to GA4 > Admin > Data Streams > your website stream > Configure tag settings > Show more > Define channel groups. Confirm that “AI Assistants” appears in the channel group list with the correct source/medium rules.
Set up a monthly check: export the AI Assistants row data to a spreadsheet. If your GA4 configuration needs updating, a professional GA4 setup and custom configuration ensures AI referral tracking works correctly. Track sessions, conversion rate, and revenue from AI-driven traffic separately from organic search. A Pakistani business that sees 50 AI-driven sessions per month in June 2026 and 200 by December is gaining momentum in AI citations. One that stays at zero for six consecutive months has a citation gap that needs structural content fixes.
The outcome: a prioritized action list ranked by impact
After completing all six steps, organize your findings into a ranked action list:
| Priority | Action | Effort | Expected Impact |
|---|---|---|---|
| 1 | Fix missing Organization and LocalBusiness schema | 2-4 hours | High — AI systems cannot identify your business without it |
| 2 | Rewrite top 5 pages for paragraph-level extractability | 1-2 days | High — directly affects AI citation quality |
| 3 | Create 3 content pieces with original PKR data | 3-5 days | Medium-high — builds citation-worthy assets |
| 4 | Submit to Google Preferred Sources program | 30 minutes | Medium — early enrollment advantage |
| 5 | Set up GA4 AI Assistants tracking | 1 hour | Medium — enables ongoing measurement |
| 6 | Monthly ChatGPT and Perplexity mention checks | 30 min/month | Low immediate, high monitoring value |
| What this produces: a Pakistani business that completes this audit will know exactly where it stands in AI search results, which competitors are being cited instead, and what specific content and technical changes will close the gap. The audit converts an abstract fear (“AI is killing my traffic”) into a concrete to-do list (“fix schema on 4 pages, rewrite 5 paragraphs, create 3 data-driven articles”). |
A Lahore marketing agency that discovers ChatGPT never mentions it for “best marketing agency Lahore” can fix that within 30 days by publishing an original comparison of Pakistani marketing agency pricing — exactly the kind of unique data AI systems cite. The fix costs time, not money. The cost of not fixing it is every lead that asks ChatGPT for a recommendation and receives a competitor’s name instead.
WeProms Digital, a GEO and AI discoverability agency serving Pakistani businesses, conducts AI search visibility audits for Pakistani businesses across Lahore, Karachi, Islamabad, and beyond. Our team identifies exactly where your brand appears — and where it is missing — in Google AI Mode, AI Overviews, ChatGPT, and Perplexity results. Contact hello@weproms.com or message us on WhatsApp at +92 300 0133399 to schedule an audit.
Read next: Track AI search mentions: a walkthrough for Pakistani SMEs and technical SEO fixes for AI search visibility in Pakistan.
Frequently Asked Questions
How long does a full AI search visibility audit take?
Plan 2-3 hours for the manual version using GA4, ChatGPT, Perplexity, and Google’s Rich Results Test. If you need schema fixes and content rewrites, the implementation takes 1-2 weeks depending on website size. WeProms Digital offers a comprehensive audit that covers all 7 steps with a prioritized action plan, typically delivered in 5 business days.
Do I need to pay for tools to run this audit?
No. The core audit uses free tools: GA4, Google Rich Results Test, ChatGPT (free tier), Perplexity (free tier), and Google Search Console. Paid tools like SearchInsight.ai or Floyi add monitoring and competitive analysis but are not required for the initial diagnostic.
Will fixing schema markup actually improve my AI search visibility?
Schema alone does not guarantee AI citations, but missing schema guarantees AI systems cannot properly identify your business. Google’s Preferred Sources program, which reached 345,000 sources in May 2026, explicitly factors structured entity data into source selection. Fixing schema is the single highest-impact, lowest-effort step in this audit.
How is this different from a traditional SEO audit?
A traditional SEO audit focuses on keyword rankings, backlinks, and technical site health. An AI search visibility audit focuses on whether AI systems — ChatGPT, Google AI Mode, AI Overviews, Perplexity — cite your business in their generated answers. The two audits measure different things. A page can rank #1 in Google and receive zero AI citations. The Search Engine Land GEO study found that 14% of pages receiving LLM traffic had zero organic clicks, confirming that AI and traditional SEO are separate channels requiring separate optimization.
How quickly will I see results after fixing the issues?
Schema fixes typically appear in AI results within 2-4 weeks as search engines re-crawl your pages. Content changes aimed at AI citation optimization take 4-8 weeks to influence AI-generated answers, because AI models update their training or retrieval data on a cycle. Monthly monitoring is essential — track your ChatGPT and Perplexity mentions alongside GA4 AI Assistants traffic to measure progress.
Sources & References
- Seer Interactive — Organic CTR Decline With AI Overviews — November 2025
- Ahrefs — Informational Keywords and AI Overviews — November 2025
- GoodFirms — SEO Statistics: AI Search Rankings & Zero-Click Trends — 2026
- Search Engine Land — SEO GEO Gap: AI Search Traffic vs Organic Traffic — 2026
- Search Engine Journal — Google Preferred Sources Hits 345K — May 27, 2026
- Digital Applied — Zero-Click Search Statistics 2026 — 2026
- BrightEdge — AI Overviews Traffic Impact — 2026
Additional reading from industry feeds:
