Summary:
- Target high-intent AI prompts used by people who are comparing providers, costs, services, or solutions.
- Create citation-worthy content such as pricing guides, comparison pages, and case studies that directly answer buyers’ questions.
- Turn AI visibility into measurable leads with clear calls to action, consistent business information, and tracking from AI referrals through to revenue.
If your business is already showing up in AI-generated responses, the next question worth asking is: which enquiries came from it? Not which prompts you’re winning, nor how often your brand gets mentioned, but whether any of that visibility is turning into conversations with people who actually want to buy.
Generative engine optimisation (GEO) can drive real leads. The businesses that see results are precise about which prompts they target, what content they put behind those prompts, and how they make it easy for an interested reader to take the next step. This guide covers all three.
Which Generative Engine Optimisation Strategies Actually Drive Leads?
Not all GEO work generates leads. Some builds awareness or earns citations from people who aren’t ready to buy. Generative engine optimisation strategies that drive enquiries focus on commercial-intent prompts, answer buyers’ questions, and make it easy for them to contact you.
For GEO lead generation, focus on prompts that potential buyers use, rather than those mainly used for research.
Which AI Prompts Are Worth Winning for Leads?
Prompts Buyers Ask Just Before They Get in Touch
The most commercially valuable prompts are the ones people type when they’ve already decided they want a solution and are working out which provider to contact.
These tend to be specific: “how much does SEO cost in Singapore”, “what should I ask an SEO agency before signing”, “how long does Google Ads take to generate leads“.
Someone asking a broad question like “what is SEO” is at the start of a learning journey. Someone asking “how do I choose between two SEO agencies” is at the end of one.
Prompts That Name Your Service and Location
Location-specific prompts narrow the field before anyone gets in touch. “GEO agency Singapore” or “SEO for law firms Singapore” are prompts where appearing in the response means you’re being considered by someone who can actually become a client.
Prompts You Can Realistically Be Cited For
Being cited in an AI response requires that the source material exists and is credible enough to reference. Before targeting a prompt, check whether you have a page that genuinely answers it. A vague services page won’t earn a citation in a response to “how much does SEO cost”. A detailed pricing or cost-guide page might.
Targeting prompts you can’t support with real content is a planning exercise, not a GEO strategy.
What Content Gets Cited for Buying Questions?
| Content Type | Why AI Models Cite It | What Makes It Work |
| Pricing and cost pages | Gives the reader something concrete to act on when answering budget-related prompts | Explains what drives cost and what clients typically invest, even without a fixed price list |
| Comparison and “how to choose” pages | Answers the question directly and signals expertise in the buying process | Attracts readers who are actively in the market and ready to evaluate options |
| Case studies | Provides something specific enough to reference | Names the client, describes the starting position, explains what was done, and shows a measurable outcome |
If you’d rather have this tracked automatically across every channel, Heroes of Digital’s HeroIQ connects clicks, leads, and revenue in one place. Request a HeroIQ demo to learn more.
How Do You Turn an AI Mention Into an Enquiry?
Make the Cited Page Easy to Act On
When someone follows a citation from an AI response, they land on a specific page, not your homepage. That page needs to satisfy the question that brought them there and make the next step easy to find. A contact form or clear call to action should be visible without scrolling. If your cited page is an article with no conversion element, you’re relying on the reader to go looking for a way to contact you.
Expect People to Search Your Name Next
Many people who encounter your brand in an AI response don’t click through immediately. They search your name, check your reviews, and read a few more pages before deciding whether to get in touch. Your branded search presence and the overall quality of your website both factor into whether a GEO mention eventually converts. GEO does not work in isolation.
Keep the Facts the Same Everywhere
AI models pull from multiple sources. If your website says you’ve been operating since 2015 but a directory listing says 2018, that inconsistency can reduce citation confidence and confuse buyers who are cross-checking. Factual consistency across every platform is a practical prerequisite for GEO to work reliably.
- Business name is identical across your website, Google Business Profile, and directory listings
- Operating dates and founding year match everywhere
- Services described consistently across your website and external profiles
- Contact details (address, phone, email) are current and consistent
- Any claimed awards, certifications, or credentials appear in the same form across platforms
How Do You Track Leads from AI Search?
Measuring AI search lead generation accurately requires tracking at three levels: platform referrals, direct attribution from leads themselves, and downstream revenue.
| Method | How to Implement | What to Watch For |
| Referral visits from AI platforms | Set up a custom channel group in GA4 that separates AI platform traffic from other referrals | Data is incomplete for models that don’t send referral headers; treat as a baseline, not a complete picture |
| Ask new leads how they found you | Add a “How did you find us?” field to your enquiry form or make it your first question on a discovery call | Log responses consistently; AI discovery often surfaces as “I asked ChatGPT and your name came up” |
| Connect enquiries to revenue | Record source, enquiry, and outcome in a spreadsheet or CRM | Track what happens after the lead comes in, not just where it came from |
Which GEO Work Brings Visibility but Not Leads?
Being cited in responses to informational prompts builds brand familiarity and can nudge someone further along their buying journey, but it rarely produces an immediate enquiry. Optimising for prompts where the searcher is a journalist or a researcher has its own value, but it shouldn’t be the primary focus if generating leads is the goal.
Winning citations in AI responses about broad industry topics, where your brand appears alongside ten others, tends to build awareness rather than preference. The closer a prompt is to a buying decision, the more directly a citation connects to an enquiry.
Frequently Asked Questions
What is the best GEO strategy?
There isn’t a single answer. The right GEO strategy depends on your services, your market, and what content you already have. In general, the approaches that produce leads involve targeting decision-stage prompts, building content that directly answers buying questions, and making cited pages easy to act on.
How many prompts should a business track?
Start with 20 to 30 prompts that map to your core services and buying scenarios. That’s a manageable set to monitor and build content for. Expand once you have a clear picture of which prompts are generating enquiries.
Can GEO replace paid ads for lead generation?
Not reliably at this stage. GEO can generate qualified organic enquiries, but results are less predictable than paid advertising and the channel is still maturing. Businesses that perform well tend to run GEO alongside paid channels, not as a replacement.
Do GEO strategies differ for B2B companies?
Yes. B2B buying decisions typically involve more stakeholders and a higher credibility bar. The prompts worth targeting tend to be more specific, naming industries or use cases, and content that earns citations needs to demonstrate real expertise. Case studies and comparison content tend to perform especially well.
Talk to Heroes of Digital About GEO for Your Business
Most businesses in Singapore haven’t yet done the foundational GEO work: identifying the right prompts, building content that earns citations, and connecting AI visibility to actual enquiries. That gap closes as more agencies catch up.
Heroes of Digital works with businesses across Singapore to build GEO lead generation strategies grounded in enquiries, not just brand mentions.
If you’re looking for a GEO agency in Singapore with a clear AI SEO strategy, get in touch with our team and we’ll discuss what that looks like for your business.
