Everyone’s talking about Answer Engine Optimisation. Almost nobody is doing it. At least not the founders who’d benefit most.

If you’re running a bootstrapped B2B SaaS product, you’ve probably noticed something strange in your analytics. A small but growing slice of traffic is arriving from sources you didn’t optimise for: AI assistants and copilots you never targeted. These aren’t search visitors. They’re people who asked an AI assistant for a recommendation, and your product was (or wasn’t) the answer.

That’s Answer Engine Optimisation, or AEO: the practice of making your product visible and citable inside AI-generated responses. And the gap between who’s talking about it and who’s actually doing it is enormous.

Your domain doesn’t matter. Everyone else’s does.

Here’s the contrarian take that underpins everything else in this post: for AEO, your own website is one of the least important assets you have.

LLMs don’t work like Google. They don’t crawl your site, index your pages, and rank them against a query. They synthesise answers from the sources they trust most, and those sources are overwhelmingly third-party. Directory listings. Review aggregators. Comparison articles. Reddit threads. Industry roundups.

Research from The Digital Bloom, analysing over 680 million AI citations, found that brands with a presence across four or more third-party platforms are 2.8 times more likely to be cited by LLMs. Brand search volume, not backlinks, is the strongest predictor of whether an AI will mention you, with a correlation that outstrips every traditional SEO signal.

We’ve seen this firsthand. picdrop, a photo delivery platform for professional photographers in the saas.group portfolio, is 6.5 times more likely to be cited by LLMs through third-party sources than through its own domain. Six-and-a-half times. If picdrop had spent all its AEO effort on its own website, it would have missed the vast majority of its AI-driven visibility.

This matters because the instinct for most founders is to optimise what they control: their own site, their own content, their own blog. For traditional SEO, that instinct is right. For AEO, it’s almost exactly backwards.

How picdrop grew AI-driven sign-ups 12x in six months

picdrop is a niche product. Professional photographers use it to deliver high-resolution images to clients. It’s not a household name. It doesn’t have a massive content team or a six-figure marketing budget. What it does have is a focused central team that runs two coordinated tracks simultaneously.

Track one: systematic directory and listing presence. The team audited every relevant software directory, review site, and comparison platform in the photography and creative tools space. They made sure picdrop had complete, accurate, up-to-date profiles on each one. Not just a listing, but a proper profile with use cases, screenshots, and clear positioning against alternatives.

Track two: content gap coverage. They identified the questions photographers were asking AI assistants, things like “best tools for client photo delivery,” “alternatives to WeTransfer for photographers,” that kind of thing, and made sure the answers existed somewhere on the web, attributed to or mentioning picdrop. Sometimes that meant guest posts. Sometimes it meant getting included in existing roundups. Sometimes it meant updating their own comparison pages so third-party writers had something to reference.

The results: AI-driven sign-ups grew 12x from H1 to H2 2025. LLM referral traffic hit 12,539 sessions in 2025, up from 1,473 the year prior, a 751% year-over-year increase.

The critical detail is that these two tracks worked together. Directory listings gave LLMs structured, trustworthy data to pull from. Content work made sure that data appeared in the right context. Running one without the other would have produced a fraction of the result.

Why this matters more for bootstrapped founders than anyone else

Most AEO advice is written for enterprise brands with dedicated SEO teams and content budgets in the hundreds of thousands. That’s backwards. Bootstrapped founders actually have the biggest edge here, for three reasons.

First, you’re niche. LLMs are surprisingly good at recommending specific tools for specific use cases. The more clearly defined your product’s positioning, the easier it is for an AI to match you to a query. A bootstrapped SaaS solving one problem exceptionally well is exactly the kind of product LLMs love to recommend.

Second, you’re fast. Getting listed on directories, updating profiles, reaching out to comparison-article authors, none of this requires engineering time or product changes. It requires attention and coordination. A founder or a small marketing team can move on this in days, not quarters.

Third, the compounding starts now. According to Previsible’s analysis of nearly two million LLM sessions, AI referral traffic is still small in aggregate, roughly 0.13% of total sessions across the sites they studied. But it’s concentrated on high-intent pages and growing exponentially. Gartner has projected a 25% drop in traditional search volume by 2026 as users shift to AI-powered discovery. The founders who build their third-party presence today are laying the foundation for a channel that will matter enormously in two years. Those who wait will be trying to catch up in a space where early movers have already locked in compounding advantages.

The practical AEO playbook for a small team

You don’t need a strategy deck or an agency. You need a focused sprint. Here’s what actually moves the needle, based on what we’ve seen across the saas.group portfolio.

Start with an audit. Ask the major AI assistants the questions your ideal customer would ask. “Best [category] tool for [use case].” “Alternatives to [competitor].” “[Your product] vs [competitor].” Record what comes back. If you’re not mentioned, note which products are, and where those recommendations are sourced from.

Fix your directory presence. Identify every relevant software directory and review site for your category: the major review platforms, industry-specific directories, and launch-oriented communities. Make sure your profiles are complete, current, and positioned around your core use case. Encourage your happiest customers to leave reviews. LLMs draw heavily from these structured, authoritative sources.

Close the content gaps. Find the queries where you should appear but don’t. Work backwards from the sources LLMs are already citing in your space. Can you get included in those articles? Can you create comparison content that other writers will reference? Can you publish data or research that positions you as the authority in your niche?

Run it as one initiative, not three. Directory work, content work, and review generation aren’t separate projects. They’re one coordinated push that reinforces itself. A new directory listing gives a comparison-article author a reason to include you. A comparison article gives an LLM a source to cite. A review gives that citation credibility. Break it apart and the compounding stalls.

The due diligence angle nobody’s talking about

If you’re a founder who’s even casually thinking about what comes next, whether that’s scaling, bringing on a partner, or exploring an exit, AEO matters for a reason most people haven’t considered yet.

AI-driven referral traffic is becoming part of buyer due diligence.

Any serious acquirer in 2026 is looking at where a business’s growth is coming from. A measurable, growing line of LLM referral traffic signals a business riding a tailwind, one that’s likely to strengthen as AI-powered discovery becomes more mainstream. Not having that line raises questions. Is this business visible in the channels that are growing fastest? Will discoverability hold up as search behaviour shifts?

At saas.group, we evaluate AEO signals, including AI-driven referral traffic, LLM citation presence, and third-party visibility, when assessing potential acquisitions. A business that’s already showing up in AI recommendations tells us something important: the team understands where the market is going, and they’ve done the work to position for it.

This doesn’t mean AEO is only valuable if you’re planning an exit. It compounds in your favour regardless. But if optionality matters to you (and for most bootstrapped founders, it should) the groundwork you do now strengthens your position whether you’re scaling for the next five years or preparing your metrics for what comes next.

The window is open. It won’t stay this wide.

AEO today looks a lot like SEO did in 2010. The playbook isn’t fully written yet. The competition is thin. The founders who are doing the basics, directory listings, affiliate and comparison partnerships, coordinated content work, are building a durable advantage with relatively little effort.

That window won’t stay open forever. As more businesses catch on, the cost of catching up rises. The aggregator sites get more selective. The review platforms get noisier. The LLMs get better at distinguishing signal from noise.

The good news: you don’t need a massive budget or a specialised team. You need a few focused weeks of coordinated work. Audit your visibility. Fix your listings. Close the content gaps. Run it as one initiative, measure the results, and iterate.

The founders who move now will be disproportionately hard to catch. That’s how compounding works.

Saas.group acquires and operates B2B SaaS businesses with a founder-first approach. If you’re exploring what’s next, or just want to talk about what AEO signals look like in practice, we’d love to hear from you.