B2B AEO, GEO & SEO Services in Singapore
Your next contract is being researched right now, on Google and ChatGPT, by a buying committee you have never spoken to. The job of Novastacks is to make sure your firm is on that buying committee's shortlist when the shortlist forms. Novastacks delivery is led by operators who spent 9+ years inside the ecommerce and online travel agency (OTA) industry at one of the biggest players in Southeast Asia, selling to businesses, not just writing about them.
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How B2B search differs from consumer search
Consumer marketing playbooks fail in business-to-business (B2B) marketing because everything about the B2B buyer is different. B2B sales cycles run six to eighteen months. B2B purchase decisions involve committees of five to ten people who research anonymously and never fill in a form until the end. B2B keywords look tiny, often ten to fifty searches a month, yet a single B2B keyword can carry an annual contract worth more than a consumer brand's whole campaign.
B2B vendor research itself has moved. Procurement teams now ask ChatGPT and Gemini to compare vendors, summarize categories and draft shortlists before any human conversation starts. By the time a lead reaches your pipeline, the buying committee has usually read the comparisons, seen the AI summaries of your firm, and quietly eliminated half the market. If AI engines such as ChatGPT and Gemini describe your firm thinly or not at all, your firm is in the eliminated half and no one tells you.
B2B search work is therefore not about chasing traffic. B2B search work means making sure every source a buying committee consults (Google results, AI answers, review platforms and comparison content) tells a story about your firm that earns a place on the shortlist. In B2B search work, traffic is a side effect and qualified pipeline is the metric.
7 signs your B2B business needs an AEO, GEO & SEO agency
1. Procurement shortlists keep arriving without you on them.
Deals you would have won are decided in research phases you were never visible in. You hear about the tender after the vendor list closed.
2. Prospects arrive already educated by AI answers that never mentioned you.
Buyers with long purchase cycles walk into first sales calls quoting category summaries from ChatGPT, framed around the competitors ChatGPT chose to name.
3. Your traffic graph looks healthy while pipeline stays flat.
Blog visitors read and leave. The comparison, pricing and alternatives searches that produce sales opportunities rank someone else's pages instead of yours.
4. Every Google core update and AI update reduces the search visibility you had.
Search visibility built on thin foundations erodes with each algorithm change, and each recovery is smaller than the loss before it.
5. Nobody owns the commercial keywords in your category.
The searches with buying intent, such as "[Your category] provider", "[competitor] alternatives" and "[product] pricing", are unclaimed or lost, while your content targets topics no buyer types.
6. Your own team cannot see your firm's AI visibility.
No one on your team can answer the question "when buyers ask AI about our category, do we get named?" because nothing measures your firm's AI visibility.
7. The machine-readable layer of your site was never built.
Schema markup, entity consistency and extractable answers are missing from your site, so even where your firm's expertise is genuine, search and AI engines cannot verify that expertise well enough to cite your firm in front of a buying committee.
What Novastacks builds for your firm
Ideal customer profile (ICP) and keyword-to-funnel mapping
Novastacks maps every keyword to a buyer persona and a funnel stage before any content is written, so the content is built for the buying-committee members who actually search that keyword.
Bottom of funnel page families
Bottom-of-funnel page families are versus, alternatives, pricing and integration pages: the four page types that convert deciding buyers and that AI engines quote when comparing vendors.
Technical and schema deployment
Novastacks builds crawlable, renderable pages with Organization, Service, Product and FAQPage schema markup, giving search and AI engines a machine-readable version of what your firm does and proves.
Answer engine visibility
Novastacks tests your category's buyer prompts across ChatGPT and Google AI Overviews, identifies the sources ChatGPT and Google AI Overviews trust, and deliberately builds your firm's presence on those sources.
Demand intelligence from first party data
Google Search Console and Bing Webmaster Tools show which queries your buyers already use to find your firm and where your firm nearly ranks. The content queue is set by the query evidence from Google Search Console and Bing Webmaster Tools instead of by intuition.
Reporting tied to pipeline
Monthly reporting that connects rankings and AI citations to enquiries and opportunities, in language your leadership team can take to a board meeting.
What Novastacks does differently in technical and content work
No content ships until search and AI engines can read your site
B2B sites hide their best material behind unrendered scripts, gated PDFs and orphaned resource centers. Novastacks confirms what crawlers genuinely fetch and render, removes the waste from the crawl path, and only then starts producing content, because content that crawlers do not read wins nothing.
Search intent decided by evidence instead of brainstorms
Google Search Console and Bing Webmaster Tools hold the record of how buying committees already find your firm, including the fan-out of long, specific queries around each product. Novastacks aligns every page to the search intent that the Search Console and Bing Webmaster Tools record proves, which is what lets both Google and the AI engines classify and cite each page cleanly.
How Novastacks Works for B2B Firms
Senior marketing operators direct Novastacks AI Search OS, the proprietary agentic system Novastacks built for AI search. For a B2B firm, what goes in starts with your CRM records and sales calls, so the pages target the questions your buyers actually ask.
What others offer
What Novastacks offers
Not offered: All-Human Agencies
Senior judgment, with output constrained by headcount and cost.
Not offered: All-AI Tools
Speed and volume, with no strategy or judgment applied to the output.
Offered: Operator + Agentic System
Senior judgment combined with execution at scale in a single team.
- Tackle previously impractical work
- Business-specific AI workflows
- Learning retained between cycles
Engagements run as a four-stage cycle: AEO/GEO/SEO Audit, Architect, Activate, Amplify. How the method works →
AI visibility measured against the engines, not asserted in slides
A data platform software-as-a-service (SaaS) company came to Novastacks wanting AI visibility. Novastacks measured the company's baseline first: across 1,341 tracked AI answers spanning 50 buyer prompts, the brand appeared in under one percent. The baseline was uncomfortable, and the same baseline turned AI visibility from an impression into a number the whole engagement is now measured against, prompt by prompt and month by month.
The measurement method is the point of the data platform SaaS example. Ask Novastacks to run the same baseline for your category.
// CASE_STUDY
GoFreight · B2B SaaSB2B case study: GoFreight
The GoFreight case study describes how Novastacks worked with GoFreight, a B2B software vendor whose buyers are freight forwarders.
Read the GoFreight case study“I dug into a conversation with AI… it narrowed it down to like a top five… you guys were a top two.”
B2B verticals Novastacks works in
SaaS
SaaS buyers compare tools by asking AI assistants for the best software in a category, then verify on review sites. Versus pages, alternatives pages and presence on review platforms decide which SaaS vendor gets the trial. See the dedicated SaaS page.
Fintech
In financial technology (fintech), finance buyers verify everything twice, so trust signals, named leadership and precise product pages carry more weight than any volume of blog content.
Logistics & freight
Logistics and freight operations teams search by problem, such as customs filing, freight rates and tracking integrations. Glossary and how-to content that answers those problem searches builds a logistics firm's presence on buyer shortlists.
Manufacturing & industrial
In manufacturing and industrial categories, engineers search for specifications and capabilities instead of slogans. Deep product and capability pages with real data outperform brochure-style pages in both search results and AI answers.
Professional services
Professional services firms are hired for expertise, and search and AI engines rank demonstrated expertise: named practitioners, specific service pages and answers to the questions clients ask before engaging anyone.
IT & consulting
Information technology (IT) and consulting categories are crowded and look alike, so differentiation happens in the specifics: technology stack pages, industry pages and integration depth that generalist firms cannot fake.
Scoped against your pipeline, not a rate card
Product count, competitor set, buyer personas and markets shape the B2B search work, so the honest way to price the work is to look at your firm's product count, competitor set, personas and markets. Bring your pipeline goals to one working call and leave with a clear reading of the gap and the plan, whatever you decide afterwards.
Talk to us about scopeQuestions B2B leaders ask
How is B2B SEO different from B2C SEO?
B2B search engine optimization (SEO) has smaller search volumes and higher stakes than business-to-consumer (B2C) SEO. A B2B keyword with thirty searches a month can carry six-figure contract value. B2B buying committees research anonymously for months. The B2B content that wins is bottom-of-funnel content (comparison, alternatives, pricing and integration pages), not viral blog posts. B2B SEO success is measured in qualified pipeline, never in raw traffic.
How do AI assistants decide which vendors to shortlist?
AI assistants synthesize vendor shortlists from sources the assistants trust: your own pages if your pages are extractable, review platforms, comparison articles and industry roundups. When a buyer asks for the best vendor in a category, the AI assistant assembles a shortlist from that evidence. Novastacks maps which sources the AI engines consult in your category and makes sure all of those sources tell your story.
What do SEO, AEO and GEO each do for a B2B company?
Search engine optimization (SEO) wins the Google searches your buyers make during research. Answer engine optimization (AEO) earns citations inside AI answers on ChatGPT and Google AI Overviews, where shortlists increasingly form. Generative engine optimization (GEO) shapes how generative AI engines describe your firm when buyers ask about your firm or your market. B2B deals now touch all three surfaces (Google search results, AI answers and generative engine descriptions) before a sales call ever happens.
Which bottom of funnel pages matter most?
Four bottom-of-funnel page families do most of the work: versus pages against named competitors, alternatives pages for buyers switching away from an incumbent, transparent pricing or pricing-model pages, and integration pages for every tool in your buyers' technology stack. Versus, alternatives, pricing and integration pages convert because the pages meet buyers at the decision, and AI engines quote the pages because the pages answer real questions.
Can you prove AI visibility work actually moves anything?
Novastacks measures AI visibility the hard way. For every client, Novastacks baselines the share of AI answers that mention the client across a fixed prompt set, then tracks that share monthly as the work ships. When Novastacks baselined a data platform SaaS company, the company appeared in under one percent of 1,341 tracked AI answers across 50 buyer prompts. The measured share of AI answers, instead of opinion, defines the job to be done and shows the movement.
How much does B2B SEO cost in Singapore?
The cost of B2B SEO in Singapore depends on the shape of the engagement: how many products and competitor comparisons need pages, how many buyer personas and markets you sell into, and how much technical work your site needs first. A single-product firm and a multi-product platform are different scopes. Novastacks sizes the cost against your pipeline goals in one working call.
How long before B2B SEO shows results?
Bottom-of-funnel pages can generate enquiries surprisingly fast because bottom-of-funnel pages target buyers who are already deciding. Authority and AI citation movement build over quarters, which matches how long your buyers deliberate anyway. Novastacks reports monthly against pipeline contribution, so clients always know what the work is producing.
Do you guarantee rankings or leads?
No. Novastacks does not guarantee rankings or leads. Google and the AI engines decide outcomes, and any agency promising otherwise is selling something that agency does not control. Novastacks commits to the quality of the work, measurement against the real AI answers and real search results in your category, and honest course correction when the data says so.
How do you work with our marketing and sales teams?
Novastacks works with your marketing and sales teams as an extension of those teams instead of a black box. In one typical setup, Novastacks owns strategy, technical work and measurement while your team writes with Novastacks briefs. In another typical setup, Novastacks delivers finished pages your developers ship. Won AI prompts and cited content also feed the LinkedIn and outbound channels your sales team already runs.
Does the EDGE Grant apply to B2B marketing in Singapore?
The Productivity Solutions Grant (PSG), the Market Readiness Assistance (MRA) grant and the Enterprise Development Grant (EDG) ended on 29 September 2026. From 30 September 2026, Singapore businesses apply for business grant support under the EDGE Grant from Enterprise Singapore, which combines EDG, MRA and PSG into a single grant. EDGE is open to businesses registered in Singapore with at least 30% ownership by Singaporeans, Singapore permanent residents or both, including companies that are not small and medium-sized enterprises (SMEs), and other requirements depend on the activity. EDGE activities connected to marketing include Digital Marketing, Overseas Marketing and Public Relations, and International Branding. The Digital Marketing activity funds software costs, and support levels differ by activity. Enterprise Singapore does not support retrospective applications, so check eligibility and apply before any work starts or any payment is made. Mention grants on the call, and Novastacks will point you to the EDGE activities that currently apply to your situation.
Related reading
Start with a free B2B audit
Your work is directed by Tina Chu, founder of Novastacks. Novastacks' principals bring a combined 20+ years of growth and search experience at Expedia, Tencent, Klook, Cabital, Traveloka and Tokopedia. Delivery is led by strategists who spent 9+ years inside the ecommerce and OTA industry at one of the biggest players in Southeast Asia.
Get a Free B2B Audit Book a CallNovastacks AI · Marketing agency, Singapore · rated 5.0 on Google
The free B2B audit maps your search and AI answer visibility against your named competitors, with the gaps ranked. The call is a working session with the strategist who would own your account and is not a handoff to sales.