The PSG grant does not directly fund SEO, AEO, or GEO retainers — not yours, not any agency’s, unless that agency appears on Enterprise Singapore’s pre-approved vendor list for a qualifying IT solution category. Most AI marketing services, including Answer Engine Optimisation and Generative Engine Optimisation, fall outside PSG’s current approved scope. That’s the honest answer. Everything below explains what is covered, what the gap looks like in practice, and how to make a sensible decision with or without the grant.
What PSG actually funds in the digital marketing context: The Productivity Solutions Grant (PSG) subsidises adoption of pre-approved, packaged IT solutions from Enterprise Singapore’s vendor list — typically CRM systems, e-commerce platforms, data analytics tools, and some digital marketing software bundles. It covers up to 50% of qualifying costs (as of 2026). It does not cover custom agency retainers, editorial content programmes, or bespoke AEO/GEO strategy work, regardless of how “AI-powered” the agency’s pitch deck looks.
What PSG Covers — and the Exact Boundaries
PSG funds productivity-raising solutions, not services. The distinction matters. If a vendor sells you a software licence with a defined, repeatable scope — say, a social media scheduling tool or an SEO software subscription bundled with onboarding — Enterprise Singapore can assess and pre-approve it. The vendor carries the compliance burden, not you.
For digital marketing, the approved categories as of 2026 include certain digital marketing platforms, customer management systems, and data analytics tools. A few vendors on the list offer SEO-adjacent software. None, to Kaizenaire’s knowledge, offer AEO or GEO as a pre-approved deliverable — because those disciplines are still being defined, let alone packaged into auditable scopes.
The cap is 50% of qualifying costs, capped at the solution’s approved price. Your business must be registered in Singapore (ACRA-listed, with a valid UEN), employ fewer than 200 staff or turn over less than S$100 million annually, and have purchased or be intending to purchase a solution from the approved list. Check the current list at Enterprise Singapore’s PSG portal — it updates regularly.
Why AI Marketing Services Are (Mostly) Outside PSG’s Scope Right Now
PSG is built around repeatability and auditability. Enterprise Singapore approves a solution, sets a price ceiling, and evaluates whether it genuinely lifts productivity. Custom agency work — a monthly retainer where the deliverables shift with your industry, your competitors, and the current state of Google’s AI Overviews — doesn’t fit that model neatly.
AEO and GEO are even harder to package. The discipline is less than three years old at meaningful scale. The signals that drive AI citation — brand web mentions, structured content, entity consistency — are still being mapped by researchers. Ahrefs’ data shows brand web mentions correlate approximately 0.66 with AI citation frequency, versus roughly 0.22 for traditional backlinks. That’s a significant finding, but it’s not yet the kind of settled, auditable methodology that Enterprise Singapore builds grant programmes around.
This isn’t a criticism of PSG. It’s a structural lag — grant frameworks move at government speed; AI search moves at VC speed. The gap is real and predictable.
The Actual Search Landscape Your Grant Decision Sits Inside
Before deciding how to allocate budget — with or without PSG — it’s worth understanding what’s changed. AI Overviews now appear on approximately 48% of Google queries as of mid-2026. Zero-click searches — where the user gets their answer from the results page and never visits any website — reached roughly 68% of all Google searches in 2026, according to SparkToro.
What this means practically: a significant share of your potential customers are reading answers generated by AI, not clicking through to any website. Ranking on page one is valuable. But if the AI summary at the top of the page answers the question and the user moves on, your page-one listing may never receive that click.
This is the environment in which you’re making your grant and marketing budget decisions. PSG-funded SEO software may improve your technical foundations. It won’t, by itself, address AI citation — the question of whether ChatGPT, Google’s AI Overview, or Perplexity names your business when a prospect asks a relevant question.
A Practical Decision Framework for Singapore SME Owners
Here’s how to think through the decision in sequence:
- Check the current PSG approved vendor list first. It changes. Some vendors have successfully packaged digital marketing tooling into PSG-approved solutions. If a tool you already need — CRM, analytics, an e-commerce platform — is on the list, claim the subsidy. That’s free money for infrastructure you’d buy anyway.
- Separate infrastructure from strategy. PSG funds infrastructure (the tool). Strategy — the editorial decisions, the structured content, the AEO schema work — is not funded. Budget for both separately.
- Assess your current AI visibility before spending anything. If ChatGPT and Google’s AI Overviews already mention you accurately, your priority is different from a business that’s invisible to AI entirely. You can’t make this call without data.
- Understand what “improving citation probability” actually means. No reputable practitioner guarantees AI citation. What AEO and GEO work does is improve the structural signals — definition-forward content, brand mentions across authoritative sites, consistent entity data — that raise the probability of citation over time.
- Set a realistic timeline. Structural AEO/GEO work typically takes three to six months to influence citation patterns meaningfully. If you need leads this quarter, a different lever — paid search, direct outreach — will serve you faster.
- Do not conflate “AI-powered” with “AI-visible.” Many PSG-listed vendors market their tools as “AI-powered.” That describes how the tool works internally. It says nothing about whether using it will make your business more visible to AI answer engines. These are different things.
The Inconvenient Truth About AI Search and Budget Allocation
Here it is plainly: AI citation currently drives a very small share of direct website clicks. The zero-click trend is real — 68% of searches end without a visit anywhere. Being cited by an AI engine builds brand familiarity and positions you for consideration, but it is not a near-term traffic channel. If your business needs volume traffic or leads within 90 days, AEO/GEO is not the right primary investment right now, PSG-funded or otherwise.
The business case for AEO and GEO is a 12-to-24-month positioning play. You’re building the structural signals that make your brand the answer AI engines reach for as AI search matures. That bet is reasonable for businesses with some runway. It’s the wrong bet if you’re fighting for cash flow next quarter.
Kaizenaire’s view: don’t let the grant question drive the strategy question. Whether PSG covers something is a budget mechanic. Whether AI visibility matters for your business is a strategy question. Answer the second one first.
What Kaizenaire Does — and Doesn’t — Offer
To be direct: Kaizenaire is not a PSG pre-approved vendor. Our services — AEO, GEO, and SEO retainers — are not claimable under PSG. We’ve chosen not to pursue pre-approval because the PSG framework requires a fixed, packaged scope, and the work we do is editorial and strategic, calibrated to each client’s industry and competitive landscape. Packaging that into an auditable product would require cutting corners we’re not willing to cut.
What we do offer: an honest read of where your business stands in AI search, before you commit to anything. The free AI-Visibility Check maps your current citation footprint across ChatGPT, Perplexity, and Google’s AI Overviews, identifies the structural gaps, and gives you a prioritised list of what to fix — whether or not you work with us afterwards.
If you decide to pursue PSG-funded tooling in parallel, that’s sensible. Use the grant for infrastructure. Use a separate budget line for editorial and AI-visibility strategy. They’re not in competition.
Frequently Asked Questions
Does PSG cover SEO services in Singapore?
PSG covers pre-approved SEO software solutions from vendors on Enterprise Singapore’s approved list — not open-scope SEO retainers or agency services. If an SEO vendor is on the list with a packaged solution, you can claim up to 50% subsidy on that specific product. Custom monthly retainers, content strategy work, and technical audits from non-listed agencies fall outside PSG’s scope.
Is AEO or GEO covered by PSG?
Not currently. Answer Engine Optimisation and Generative Engine Optimisation are not recognised categories on Enterprise Singapore’s approved vendor list as of mid-2026. These disciplines are too new and too custom in their delivery to fit PSG’s auditable-solution model. That may change as the field matures, but there’s no indication of an approved category in the near term.
How do I find out if a digital marketing vendor is PSG-approved?
Search directly on the Enterprise Singapore website under the PSG solutions listing. Filter by “Digital Marketing” or “Accounting/CRM” depending on the tool type. Vendors must be on this list — a vendor’s own claim of PSG eligibility means nothing unless you can verify their listing. Cross-check the solution name and price ceiling before signing anything.
My vendor says their service is “PSG-claimable.” How do I verify this?
Ask for their PSG vendor registration number and the exact solution name as it appears on the Enterprise Singapore portal. Then look it up yourself. If they can’t provide both within a few minutes, that’s your answer. Misrepresenting PSG eligibility is a compliance issue — for the vendor and potentially for your company if you submit a claim based on false information.
Can I use PSG to fund part of an AI marketing budget?
Potentially, if a PSG-approved tool forms part of your broader AI marketing stack — for example, a data analytics platform or CRM that feeds your content decisions. But the grant covers only the approved tool, at the approved price ceiling. You’d fund the strategic, editorial, and AEO/GEO work separately from the grant. Treat PSG as infrastructure funding, not strategy funding.
What’s the 50% PSG subsidy actually worth in practice?
It depends on the solution’s approved price ceiling. For digital marketing tools, approved costs typically range from a few hundred to a few thousand Singapore dollars. At 50%, the actual cash saving might be S$300 to S$2,000 for most qualifying tools — useful, but not transformative. The main value is reducing your cost of base infrastructure, not replacing a proper marketing budget.
If I’m not eligible for PSG, what should I do first?
Get a baseline read of your current AI visibility — where you appear (or don’t) when AI engines answer questions relevant to your business. That’s free with Kaizenaire’s AI-Visibility Check. It tells you whether you have a gap worth investing in and what the highest-priority fixes are, before you spend anything on retainers or tools.