SEO

How To Allocate Your SaaS SEO Budget In The Age Of AI Search

The old SEO budget doesn't work anymore. Here's how to allocate $100K across three pillars that actually drive results in 2026.

Author:
Vlad Shvets
Contributors
Vlad Shvets
Date:
March 7, 2026

Most SaaS CMOs get handed a budget and immediately start splitting it the same way they did three years ago: freelance writers, an SEO tool subscription, maybe a link building consultancy. It's comfortable. It's familiar. It's also the reason their pipeline isn't growing.

The search ecosystem has fundamentally changed — AI engines now mediate a growing share of discovery, Reddit citations outweigh most editorial backlinks, and "publish and pray" content strategies have the shelf life of milk left on a countertop.

Based on what we’ve seen across years of SaaS partnerships at Empact Partners, here’s how a $100K annual SEO budget should actually be allocated — and why most of what worked in 2021 is now an expensive way to stand still.

The best SEO budget in 2026 looks like a brand-building budget with search as the distribution layer.

Your Website Comes First ($30-40K)

Before you spend a dollar on distribution, your website needs to deserve the traffic. This sounds obvious. It is obvious. And yet, the number of SaaS companies spending $80K on content and link building while their website converts at 0.3% is genuinely staggering.

If your website is slow, confusing, poorly structured, or reads like it was written by a committee that couldn't agree on a font — fix it first. Not because Google will penalize you (though it might), but because every dollar you spend driving traffic to a mediocre website is a dollar partially wasted.

What "fix your website" actually means

We're not talking about a full rebrand. We're talking about the things that directly impact whether search traffic — traditional or AI — converts into pipeline.

Technical SEO hygiene. Clean site architecture, fast load times, proper schema markup, mobile optimization. The basics that most SaaS sites get wrong because they were built by a developer who thinks "meta description" is a philosophy term. We covered why schema markup matters for AI engines specifically.
Conversion-focused content architecture. Landing pages that speak to specific use cases. Product pages that answer the questions AI engines are pulling from. Comparison pages that position you honestly against competitors.
Product-led content. Tutorials, guides, and documentation that showcase your product solving real problems. This is the content AI engines love to cite — specific, practical, and unique to your product.

When we partnered with flair, the website was their first investment priority. The result: 1,600% organic traffic growth over three years, built on a foundation of product tutorials and use-case-specific landing pages that both Google and AI engines could cite.

Shanal Govender
Senior GTM Consultant @ Empact Partners
The partners who see the fastest ROI from AI search invest in their website foundation first. Structured content, proper schema markup, passage-level optimization — the unglamorous work that makes everything else perform. Without that foundation, mentions and UGC don't compound the way they should.

The content investment within your website

The biggest chunk of your website budget should go to writers. Not just writers who write well — writers who work with your customers, your product team, and your subject matter experts to create content that genuinely doesn't exist anywhere else.

Content your product team reviews and says "yes, that's actually how it works." Content your customers read and forward to their colleagues.

Generic "Top 10 Best [Category] Tools" articles are dead weight. AI engines have already seen a thousand versions of that page. They're not going to cite yours. Invest instead in product-driven content: tutorials that show your product solving a specific problem, case studies that document real results, comparison pages where you're honest about your strengths and limitations.

This content does double duty: it converts organic traffic into pipeline, and it gives AI engines specific, citable passages that make your brand worth recommending.

Building Mentions ($30-40K)

This is where modern budgets diverge most dramatically from 2021 budgets. Traditional link building — guest posts, HARO, broken link outreach — still has its place. But the highest-ROI off-site investment now is mention building: getting your brand discussed contextually across the web.

And no, mentions are not the same as backlinks.

A mention is your brand being discussed, recommended, or referenced in context — whether or not there's a hyperlink attached. AI engines don't need hyperlinks to recognize authority. They understand context. When a G2 review says "we switched from Asana to Monday.com and our project completion rate went up 40%," that's a mention AI engines can use — even without a clickable link.

Qvery Citations dashboard showing AI search engine citation tracking

We use the term Existing Article Outreach — EAO — for the mention building work we do with our partners. The idea is straightforward: instead of creating new content from scratch, find existing high-authority articles that already rank and are already cited by AI engines, then get your brand mentioned in those articles. The economics are dramatically better than traditional link building.

Vlad Shvets
CEO @ Empact Partners
EAO targets articles that already rank and get cited by AI engines, then earns our partners a genuine mention in that content. It's better economics than traditional link building because you're placing your brand inside pages AI engines already trust — not hoping a new page eventually earns that trust on its own.

We use proprietary AI systems and outreach platforms to run these campaigns at scale. Identify articles where your brand belongs, craft personalized outreach that offers genuine value to the author, build the mention. We wrote about this in detail in our piece on Existing Article Outreach.

Where mentions come from

  • Existing comparison and listicle articles that already rank for relevant queries
  • Review sites and directories (G2, Capterra, Product Hunt)
  • Industry publications and newsletters
  • Podcast appearances and webinar features
  • Expert roundups and contributor pieces
  • Community discussions and forum threads

The key is contextual relevance. A mention of your CRM in a blog post about "best restaurants in Tokyo" is about as useful as a screen door on a submarine. A mention of your CRM in a well-trafficked article about "how to manage a sales team remotely" is gold — especially if that article is one of the sources AI engines pull from when answering that exact question.

With KDAN Mobile, a 5+ year partnership, this approach drove a 200% organic traffic increase. With Feathery, the combination of website content and strategic mention building produced 300% organic growth in just 16 months.

Reddit and UGC ($15-20K)

Reddit is the single most cited source in AI search results. Close to 20% of all citations on Google AI Mode and ChatGPT come from Reddit. If you're allocating zero budget to Reddit, you're ignoring the largest citation source for AI engines on the internet.

But here's the thing about Reddit: you can't buy your way in.

Reddit's community will absolutely destroy any brand that shows up with corporate messaging and promotional intent. (*Ask us how we know.*) The investment here isn't in ads or sponsored content. It's in people — community managers who genuinely understand the subreddits your audience lives in and can participate authentically.

Community engagement. Answer questions, share expertise, participate in discussions. Build a reputation before you ever mention your product.
Content seeding. Share genuinely useful content — case studies, original data, product tutorials — in contexts where it adds value to the conversation.
Monitoring and response. When people discuss your category on Reddit, be there. Not with a pitch — with a helpful answer.

We helped KKday build genuine Reddit presence that generated over 3 million post views and 4,000+ upvotes. That's not the result of buying anything — it's the result of showing up consistently with content the community actually wanted. Read our full breakdown of how Empact Partners cracked Reddit marketing.

Gabby Kater
Reddit Marketer @ Empact Partners
The best Reddit results come from treating it as a community, not a marketing channel. Our Reddit team spends months building credibility in relevant subreddits before product mentions ever happen naturally. The leads are a byproduct of genuine participation — not the other way around.

The Fundamentals Haven't Gone Anywhere

None of this means you should abandon the basics. Internal linking still matters. Site speed still matters. Meta descriptions still matter. Schema markup matters more than ever in the age of AI search.

These aren't separate budget items — they're maintenance. Like oil changes for your car. Skipping them doesn't save money. It just creates more expensive problems later.

What's different now is the ratio. Five years ago, a smart CMO might allocate 70% of budget to content production and 30% to distribution. Today, we'd flip that closer to 40% content, 35% mentions and distribution, 25% community and UGC.

The content itself is table stakes. What differentiates is how broadly your brand exists across the web.

The $100K Budget, Summarized

Investment AreaAllocationWhat You Get
Website + Content$30-40KProduct-led content, technical SEO, conversion optimization, citable passages for AI engines
Mention Building (EAO)$30-40KThird-party mentions, DR40+ backlinks, AI search citations from authoritative sources
Reddit + UGC$15-20KCommunity presence, authentic user discussions, the #1 citation source for AI engines
Measurement$5-10KAI search tracking (Qvery), traditional SEO tools, analytics infrastructure

The exact splits depend on your starting position. If your website is already strong, shift more toward mentions and UGC. If nobody's talking about you anywhere, the content investment needs to come first — you need something worth mentioning before you can build a mention footprint.

Full disclosure: this is the part where we tell you Empact Partners can help with all of this. We're biased. But we’re also the consultancy that’s been doing this for SaaS companies since 2020, built our own AI search tracking agent, and has a dedicated Reddit marketing team. We've seen what works.

If you want help figuring out how your $100K — or $50K, or $500K — should be allocated, let's have that conversation.

Ready
To Connect?

Let's Partner