9 Best AEO Agencies in 2026: Who’s Actually Optimizing for AI Answers
Olga Mykhoparkina
Aug 05, 2026
Not that long ago, the B2B buying process was pretty predictable. Someone would open Google, search for a solution, click a few results, skim a comparison article, maybe visit a couple of vendor sites. The shortlist came from there.
That still happens. But more and more often, the process starts somewhere else entirely.
A founder opens ChatGPT and types, “What’s the best tool for X?” A VP of Marketing asks Perplexity to compare two platforms before booking a demo. The AI gives them an answer. They start their evaluation from that response. If your product isn’t in that answer, you’ve already missed the shortlist.
This is why so many SaaS companies want Answer Engine Optimization for their B2B product. And if you’ve been trying to make sense of what AEO means and how it’s different from SEO, GEO, LLMO, and the rest of the acronyms floating around LinkedIn, you’re not alone. The terminology is all over the place right now. Every agency seems to have their own name for roughly the same idea, and the definitions shift depending on who you ask.
Over the past few weeks, I spent time looking at agencies working in this space. The goal was to figure out who is doing meaningful work and who just updated their website copy to sound more “AI-focused.”
SaaS experience: SaaS buying behavior is very different from ecommerce or local services. The agencies included here either focus heavily on B2B SaaS and technology or have enough experience in the space that their strategies clearly reflect how SaaS tools are researched and evaluated.
Evidence of real AEO work: Not just in how they talk about AI visibility, but in the services they offer and the work they publish.
Proof of results: Case studies, prompt tests, screenshots of enterprise brands appearing in AI answers. Concrete examples carry far more weight than claims.
Authority building across the web: Agencies that actively pursue placements in listicles, comparison pages, review platforms, and respected publications tend to have a stronger foundation here.
Thought leadership SEO: Teams that share original research, frameworks, and honest observations about how AI discovery is changing are usually genuinely close to the work.
Top 9 Best AEO Agencies for B2B SaaS
1. Quoleady
Overview
Quoleady is a B2B SaaS SEO and AI visibility agency helping software companies grow through organic search, digital PR, and expert-driven content marketing. With over six years of experience working exclusively with SaaS and technology brands, the team helps clients improve visibility in Google and AI search, build authority in their category, and drive qualified pipeline and revenue growth.
Why they’re relevant for AEO
Quoleady builds AEO into strategy from the start. Their work covers the full picture: content positioning, listicle placements, brand mentions in trusted publications, and technical implementation, all mapped to what actually influences AI recommendations in a given category. They monitor AI visibility for clients using dedicated tooling, so the work is measured against real AI appearances, not just keyword rankings.
What they do that affects AI answers
Develop combined SEO + LLM content optimization strategy and positioning
Create BOFU comparison, alternatives, and category-defining content (both blog articles and landing pages)
Place notable client brands in relevant industry listicles via their Listicle Manager tool (the type of content answer engines pull from heavily)
Produce deep research content that gets cited by LLMs
Monitor AI visibility across ChatGPT, Perplexity, and Google AI Overviews
Build high-quality links and secure brand mentions in publications AI systems reference
Strengths
Deep, specialized B2B SaaS focus with 6+ years in the space
Content, authority-building, and technical SEO treated as one strategy rather than separate services
Actively monitors and tracks AI answer appearances for clients
Proven case studies showing real AI visibility improvements
Limitations
Boutique team with selective client capacity, so not a fit for every budget stage
Focused on SEO and content strategy rather than full-funnel paid or performance marketing
Best for
B2B SaaS companies that want to grow both traditional organic traffic and visibility inside AI-generated answers at the same time.
Not ideal for
Companies looking for a full-service marketing agency covering paid media, branding, and outbound.
Oneflow: featured in AI Overviews for 7,000+ keywords
Expandi: significant growth in organic clicks and conversions
2. Darkroom
Overview
Darkroom is a technology-driven growth agency focused on consumer brands across DTC, Amazon, Walmart, TikTok Shop, and other commerce channels. Unlike most agencies on this list that primarily focus on B2B SaaS, Darkroom specializes in helping consumer brands scale across paid media, marketplaces, retention, social commerce, creative, and AI-driven marketing.
The major differentiator is Shadow, Darkroom’s proprietary AI commerce layer that supports execution across media buying, creative workflows, marketplaces, and growth operations. The agency has managed more than $100M in ad spend and contributed to over $5B in attributable client revenue.
Why they’re relevant for AEO
Darkroom approaches AEO and GEO from a commerce and performance marketing perspective. Their work focuses on increasing brand visibility across AI-driven discovery environments while strengthening authority across marketplaces, retail media, social commerce, and search.
Their GEO offering combines AI visibility optimization with paid acquisition, content, retention, and marketplace strategies, making them especially relevant for brands that depend on multi-channel product discovery.
What they do that affects AI search answers
Run GEO campaigns designed to improve visibility across AI-driven search and recommendation systems
Strengthen brand authority signals through paid media, marketplaces, and social commerce
Optimize product and brand presence across Amazon, Walmart, TikTok Shop, and retail platforms
Combine performance creative, retention, and CRO with AI marketing strategies
Use AI-assisted workflows through their Shadow platform to support execution and scaling
Strengths
Strong expertise in consumer brands and multi-channel commerce
Integrated growth model combining AI marketing, marketplaces, paid media, and retention
Experience managing large-scale media budgets and enterprise growth campaigns
Proprietary AI commerce infrastructure supporting execution workflows
Limitations
Primarily focused on consumer brands rather than B2B SaaS
Pricing and engagement structure may not suit smaller companies or startups
Full-service growth approach may be broader than needed for brands seeking SEO-only support
Best for
Mid-market and enterprise consumer brands that want integrated growth across AI visibility, paid acquisition, marketplaces, and commerce channels.
Not ideal for
Early-stage startups or companies looking for lightweight SEO or standalone AEO consulting.
Key services
Growth strategy
Paid media and retail media
TikTok Shop management
Marketplace management
AI marketing and GEO
Performance creative and brand studio
Retention marketing
CRO and web support
Results
J3x revenue growth for Olipop through a national media campaign across Connected TV, YouTube pre-roll, and paid social
~100% business growth in one quarter for Sculpd through Meta, Google, and TikTok acquisition campaigns
43% YoY Q4 revenue growth for Nécessaire during the iOS 14 attribution transition
3. Skale
Overview
Skale is a B2B SaaS SEO and AI search optimization agency focused on helping software companies grow pipeline and revenue through organic visibility. Unlike generalist agencies, Skale works exclusively with SaaS businesses, combining technical SEO, content strategy, authority building, and AI search optimization into a unified growth model.
As AI-powered search becomes a larger part of the B2B buying journey, Skale has expanded its approach beyond traditional rankings to help brands increase visibility across ChatGPT, Perplexity, Google AI Overviews, Claude, and other answer engines. The agency focuses on strengthening the signals AI systems rely on when selecting sources, recommendations, and citations.
Why they’re relevant for AEO
Skale approaches answer engine optimization through the lens of category authority. Rather than treating AI visibility as a separate channel, they focus on building the underlying factors that influence whether a company becomes a trusted source in both traditional search and AI-generated answers.
Their methodology combines technical SEO, strategic content creation, digital PR, and high-authority link acquisition to improve a brand’s presence across the web. This is especially important because answer engines frequently rely on trusted third-party mentions, comparison content, industry publications, and authoritative websites when generating recommendations.
What they do that affects AI search answers
Build category authority through strategic content and topical coverage
Create comparison, alternatives, and solution-focused content aligned with buyer intent
Execute digital PR campaigns that generate mentions in authoritative industry publications
Acquire high-quality backlinks and entity signals that strengthen brand credibility
Improve technical SEO foundations that support AI crawler accessibility and content understanding
Optimize content structures and information architecture for machine readability
Monitor evolving AI search trends and adapt content strategies accordingly
Strengths
Exclusive focus on B2B SaaS companies
Strong emphasis on revenue generation rather than traffic alone
Combines content, technical SEO, digital PR, and authority building under one strategy
Deep experience operating in highly competitive SaaS categories
Well-positioned to support both traditional SEO and emerging AI search visibility goals
Limitations
Primarily focused on SaaS and technology companies rather than broader industries
Best suited for companies investing in long-term organic growth rather than short-term demand generation
Best for
B2B SaaS companies that want to improve both organic search performance and visibility within AI-generated recommendations while maintaining a clear connection to pipeline and revenue growth.
Not ideal for
Consumer brands, ecommerce businesses, or organizations looking for a broad full-service marketing partner outside of organic growth.
Key services
AI search optimization and GEO strategy
SaaS SEO (technical and content)
Digital PR and authority building
Link building and entity development
Content strategy and production
Content refreshes and optimization
Revenue-focused SEO consulting
Results
Helped multiple SaaS brands achieve significant increases in organic traffic, demo requests, and pipeline growth through SEO-led acquisition strategies
Generated placements and brand mentions across high-authority industry publications
Improved visibility for competitive commercial-intent SaaS keywords through combined content and authority-building campaigns
4. Breaking B2B
Overview
Breaking B2B is a B2B and SaaS SEO agency, founded in 2020, that builds bottom-funnel content programs around the searches buyers run when they’re actively evaluating solutions. Rather than treating AEO as a bolt-on service, they run SEO and AEO as a single system, with brand mention outreach built in. The team also hosts one of the top 2.5% of B2B marketing podcasts worldwide (recognized by Cognism and Goldcast), which keeps them close to how B2B buyers actually research and shortlist vendors.
Why they’re relevant for AEO
Breaking B2B’s core thesis is that AEO isn’t a separate discipline. The bottom-funnel content built for buyers in active evaluation, such as comparisons, alternatives pages, and best-of listicles, is exactly what AI engines prefer to cite. They proved the model on their own brand, going from invisible in ChatGPT for “best SaaS SEO agencies” to consistently cited, then replicated it for clients. Because they measure whether a brand actually appears inside AI answers (not just where it ranks on Google), the work is tied to AI visibility and pipeline rather than vanity metrics.
What they do that affects AI search answers
Run SEO and AEO as one unified system rather than two separate strategies chasing separate metrics
Build bottom-funnel content (alternatives, comparisons, and best-of listicles) engineered for AI citation
Conduct brand mention outreach to the external sources LLMs consistently pull from
Review and track AI visibility across answer engines like ChatGPT
Implement technical SEO (site speed, indexing, metadata) to support crawlability
Build backlinks to compound domain authority and strengthen third-party validation signals
Reverse-engineer competitors to identify citation and ranking opportunities
Strengths
SEO and AEO delivered as a single system, so budget goes to pages that drive demos and pipeline
Deep focus on bottom-funnel, buyer-intent content that answer engines favor
Proven on their own brand before selling the approach to clients
Transparent, tiered pricing with no 12-month contracts
Revenue-focused reporting with clear pipeline attribution
Limitations
Focused on B2B and SaaS rather than consumer or ecommerce brands
Concentrated on organic and AI search rather than full-funnel paid media
Best for
B2B and SaaS companies that want SEO and AEO run as one system, built around bottom-funnel content and brand mention strategy, and measured in pipeline rather than traffic.
Not ideal for
Early-stConsumer or ecommerce brands, or companies looking for a full-service partner covering paid media, branding, and outbound.
RB2B: ranks #1 in Google organic and ChatGPT for “Leadfeeder alternatives”; non-branded organic traffic up 77% in six months
Proposify: cited in ChatGPT for “best proposal software,” “Quiller alternatives,” and “GetAccept alternatives” — demos up 115% and AI search visitors up 91%
Own brand: went from invisible to consistently cited for “best SaaS SEO agencies” in ChatGPT
5. Omniscient Digital
Overview
Omniscient Digital is an organic growth agency founded in 2019 and based in Austin, Texas, focused on B2B SaaS. Their leadership team comes from in-house roles at HubSpot, Shopify, and Workato. They operate as growth partners along with being content producers. They’ve worked with companies like Jasper, Loom, Hotjar, Asana, Adobe, and SAP, and are known for tying organic efforts directly to pipeline, qualified leads, and ARR.
Why they’re relevant for AEO
Omniscient has expanded beyond SEO into Generative Engine Optimization (GEO), aligning their approach with how AI systems evaluate and recommend brands. Their focus on authority, topical depth, and high-quality content is combined with their proprietary OmniscientX research framework. This helps position clients for visibility in both search engines and AI-generated answers.
What they do that affects AI search answers
Build deep topic clusters and strong semantic coverage to reinforce category authority
Create research-backed, high-authority content designed to lead a topic
Offer GEO as a dedicated service
Align content with comparison-driven queries commonly used in AI recommendations
Use digital PR and link building to strengthen brand authority signals
Strengths
Exceptional editorial quality with strong in-house standards
Leadership team with real in-house SaaS experience at scale
Clear reporting tied to pipeline and revenue, not just traffic
Limitations
Full-service engagements start at $10,000/month, making them less accessible for early-stage startups
Quality-first approach means slower content scaling
Best for
Growth-stage and enterprise B2B SaaS companies that want a long-term organic growth partner with depth in both SEO and generative search.
Not ideal for
Early-stage startups that need fast output or are working with tighter budgets.
Key services
SEO strategy and GEO
Content creation and optimization
Technical SEO
Link building and digital PR
Analytics and attribution
Results
Jasper: 810% growth in organic sessions and 400x increase in product signups
Order.co: 2117% growth in blog organic sessions and 39x conversions
Smartling: $3.7M in pipeline generated through organic search
GatherContent: 867% growth in organic blog sessions and 62% increase in leads
6. Discovered Labs
Overview
Discovered Labs is a pure-play AEO and GEO agency built for B2B SaaS companies focused on visibility in AI-generated answers. It was co-founded by Liam Dunne (who scaled Instantly.ai to $20M ARR) and Ben Moore, an AI/ML engineer with experience at Stripe, Coinbase, and Brex. This blend of growth and technical expertise gives them a strong understanding of how LLMs retrieve and cite content in practice.
Why they’re relevant for AEO
Discovered Labs is purpose-built for AEO. Their proprietary CITABLE framework structures content for AI extraction, verification, and recommendation. They actively test content against AI systems to see what gets cited and run Reddit campaigns to influence category narratives on platforms LLMs rely on.
What they do that affects AI answers
Apply the CITABLE framework (entity structure, intent, validation, answer grounding, RAG-friendly formatting, freshness, and entity relationships)
Produce high-volume content (20–60+ articles per month with daily publishing)
Run Reddit marketing to build citations and category authority
Monitor AI visibility across ChatGPT, Claude, Perplexity, and Google AI Overviews
Combine technical SEO with content to ensure AI crawlability
Use digital PR and backlinks to strengthen third-party validation signals
Strengths
Highly technical, AEO-specific methodology
Strong AI/ML expertise at the founder level
Scalable, AI-assisted content production
Flexible month-to-month contracts
Limitations
Heavy focus on content volume over editorial depth
Newer agency with a shorter track record
Best for
B2B SaaS companies ($2M–$50M ARR) that want to quickly improve AI answer visibility with a technically focused approach.
Not ideal for
Enterprise companies needing complex governance, compliance, or a full-service marketing partner.
Key services
Answer Engine Optimization (AEO)
CITABLE framework content production
Reddit marketing and narrative shaping
Technical SEO
AI visibility monitoring and reporting
Digital PR and backlink building
Results
One B2B SaaS client went from 550 AI-referred trials to 2,300+ in four weeks (4x growth), with 600% citation uplift across ChatGPT, Claude, and Perplexity
340% increase in AI citations within 90 days for a client using the CITABLE methodology
3x–4x better traditional SERP performance alongside AEO gains for the same client
NoGood is a New York–based growth marketing agency with a strong AEO practice embedded in its full-service offering. They work across SaaS, fintech, healthcare, and consumer brands, including ByteDance, Intuit, Spring Health, and Inflection AI. A key differentiator is Goodie, their proprietary platform for tracking AI visibility across ChatGPT, Gemini, Claude, and Perplexity, which they use directly in client work.
Why they’re relevant for AEO
NoGood treats AEO as part of a broader growth system, not a standalone channel. Their approach combines schema, structured content, entity optimization, and prompt-gap audits to make content machine-readable and more likely to be surfaced by AI. With Goodie, they measure real AI visibility instead of relying on assumptions.
What they do that affects AI answers
Run AEO audits and build strategies aligned with AI search behavior
Implement schema and structured content for clear entity signals
Optimize entities and conduct prompt-gap audits
Track AI visibility in real time via Goodie
Apply technical SEO to improve AI crawlability and citation
Build links and brand authority to strengthen recommendation signals
Strengths
Proprietary Goodie platform for real-time AEO tracking
Strong full-funnel approach with AEO integrated into growth strategy
High client retention (84%)
Experience across multiple high-growth industries
Limitations
Less SaaS-specific focus than niche agencies
Full-service model may include unnecessary services if only SEO/AEO is needed
Best for
Growth-stage SaaS and B2B companies that want AEO integrated into a broader, data-driven growth program.
Not ideal for
Brands looking for a lean, SaaS-only agency focused purely on organic and AI search.
Key services
Answer Engine Optimization (AEO)
SEO and technical optimization
Content marketing
Paid media and growth campaigns
AI visibility monitoring (Goodie)
CRO and lifecycle marketing
Results
Inflection AI: over 1 million daily active users within 3 months
Spring Health: 113% increase in provider qualified leads
SteelSeries: AI search scaled as a revenue channel through dedicated AEO work
8. MADX Digital
Overview
MADX Digital is a London-based SEO agency focused on B2B SaaS, working with funded startups and mid-market scale-ups. They prioritize revenue outcomes like demos, signups, and ARR over vanity traffic metrics. As AI search has evolved, they’ve expanded into Generative Engine Optimization (GEO) and were recognized in 2026 with a Global Recognition Award for innovation in AI-driven search.
Why they’re relevant for AEO
MADX has introduced GEO as a core service alongside SEO, content, and link building. They use proprietary tracking to monitor visibility across both traditional and AI search. They focus heavily on authority-building through PR, backlinks, and brand mentions, which directly influences AI recommendations.
What they do that affects AI answers
Offer GEO as a dedicated service
Build brand mentions and backlinks across authoritative sites and forums
Create SaaS-focused content (including comparisons and alternatives) aligned with buyer intent
Implement technical SEO and schema for better AI crawlability
Track AI visibility across ChatGPT, Perplexity, and Google AI Overviews
Run digital PR to secure presence in AI-referenced sources
Strengths
Deep specialization in B2B SaaS growth
Revenue-focused reporting tied to pipeline metrics
Strong execution in link building and digital PR
Clear processes and transparent project management
Limitations
Smaller team may limit scalability
GEO is newer, with less historical track record than their SEO work
Best for
Funded B2B SaaS startups and scale-ups looking to combine organic growth with AI visibility, backed by clear pipeline reporting.
Not ideal for
Enterprise companies needing large-scale content operations or deep paid media capabilities.
Key services
SaaS SEO strategy
Generative Engine Optimization (GEO)
Content writing and strategy
Digital PR
Link building
Technical SEO
Results
Gleemo: 2,537.7% SEO growth and 140+ new rankings
Thunes: #1 rankings for cross-border payments terms
UPSTIX: 0 to 8,000 organic visitors in under six months
Maekersuite: 10,000+ end users acquired through SEO
Good Annotation: 365,000 page views and 5,000 email signups in the first twelve weeks
9. Team 4
Overview
Team 4 is a London-based B2B SaaS marketing agency focused on early- and growth-stage companies in niche tech markets. They operate as a small, senior-only team with no account managers, so strategy and execution stay with the same people. Founded by former in-house SaaS marketers, they prioritize pipeline impact over traffic and understand board-level reporting expectations.
Why they’re relevant for AEO
Team 4 has integrated LLM optimization into its core offering alongside SEO, with a structured, measurable approach. Their focus on building Webflow sites with AI-readable architecture from day one, combined with practical AEO content like FAQ optimization, positions clients well for AI visibility.
What they do that affects AI answers
Develop LLM optimization strategies for B2B SaaS
Build Webflow sites with schema, strong architecture, and AI-readable structure from the start
Create buyer-intent content aligned with comparison-driven AI queries
Structure content for how AI systems interpret and summarize categories
Use AI-assisted workflows for scalable content production and optimization
Run integrated SEO campaigns that include AI visibility (ChatGPT, Perplexity)
Strengths
Senior-only team with direct founder involvement
Strong understanding of early-stage SaaS constraints (budget, speed, pipeline)
Technical SEO and content handled as one integrated discipline
Proven results with SaaS clients like AirDNA
Limitations
Limited capacity due to small team
Less suited for enterprise-scale programs or complex governance needs
Best for
Early- and growth-stage B2B SaaS companies in niche markets looking for a hands-on, strategic partner focused on pipeline impact.
Not ideal for
Enterprise SaaS companies needing large-scale production or a full multi-channel agency.
Key services
LLM optimization and AEO strategy
SaaS SEO (integrated with web development)
Webflow website design and build
Content marketing and strategy
PPC and paid media
AI-powered inbound marketing workflows
Results
Forecast AI: inbound engine website built using search data
AirDNA: praised by client for being organized, strategic, and delivering tangible SEO results
Multiple SaaS clients: improved keyword rankings, inbound lead generation, and organic traffic growth tied to pipeline metrics
Comparison table: AEO agencies at a glance
Agency
SaaS focus
AI answer / AEO work
Prompt tracking
Comparison and listicle strategy
Brand mentions
Link building
Best fit
Quoleady
Focused entirely on B2B SaaS and technology companies
AI visibility built into the overall SEO and content strategy
Tracks prompts across ChatGPT, Perplexity, and Google AI Overviews
Creates comparison pages and alternatives content and works on placements in third-party roundups
Digital PR focused on publications and sources AI tools often reference
Targeted outreach in SaaS and technology publications
SaaS companies that want AI answer visibility and SEO handled together
Darkroom
Focused on DTC, e-commerce, retail, and marketplace-driven consumer brands
Provides GEO and AI marketing alongside paid media and commerce growth
Tracks AI visibility across AI-driven discovery platforms
Supports authority-building through commerce content and AI discovery strategies
Builds authority across retail media, marketplaces, and social commerce
Focused more on brand authority and commerce visibility than traditional SaaS link building
Mid-market and enterprise consumer brands focused on AI visibility and commerce growth
Skale
Focused on B2B SaaS companies
Provides AI search optimization, GEO, SEO, and content-driven visibility strategies
Tracks AI search developments and adjusts content strategies accordingly
Builds authority through digital PR, expert content, and industry publications
Focuses on category authority and buyer-intent content to improve AI and search visibility
Uses strategic SaaS link building, digital PR, and entity signals to strengthen brand credibility
SaaS companies looking to improve both traditional SEO performance and visibility in AI-generated recommendations
Breaking B2B
Specializes in B2B and SaaS companies with a strong focus on buyer-intent SEO
Combines SEO and AEO into one unified organic growth strategy
Tracks AI visibility across ChatGPT and other answer engines
Builds bottom-funnel content designed for AI citations and buyer searches
Uses brand mention outreach, technical SEO, and backlinks to strengthen AI authority signals
Measures success through AI visibility, qualified pipeline, and revenue growth
B2B and SaaS companies looking to grow organic traffic, AI visibility, and pipeline together
Omniscient Digital
Works mainly with B2B software and SaaS companies
Offers Generative Engine Optimization as a dedicated service
Includes monitoring of AI search results within GEO work
Focuses heavily on topic clusters and authority content
Digital PR and link building used to build authority
Included within broader organic growth strategy
Growth-stage or enterprise SaaS looking for a long-term organic growth partner
Discovered Labs
Focused on B2B SaaS companies in the $2M–$50M ARR range
Positions itself as an AEO-focused agency with its own CITABLE framework
Tracks prompts across ChatGPT, Claude, Perplexity, and AI Overviews
Produces high-volume content that often targets comparison-style queries
Focus on third-party validation signals including communities like Reddit
Backlink campaigns aimed at increasing third-party validation
B2B SaaS teams that want to move quickly on AI visibility
NoGood
Works across SaaS, fintech, and consumer brands
Uses an internal platform to monitor how brands appear in AI responses
Uses the Goodie platform for real-time AI visibility monitoring
Content audits identify gaps in comparison and evaluation content
Focus on brand authority and entity recognition across the web
Included as part of a broader growth marketing stack
SaaS companies looking for AEO as part of a wider growth marketing program
MADX Digital
Specialized in B2B SaaS
Provides GEO services alongside traditional SEO
Tracks brand presence across tools like ChatGPT and Perplexity
Content strategy includes buyer-intent and comparison pages
Digital PR and mentions in relevant industry publications
Strong outreach and link-building campaigns
Funded SaaS startups and scale-ups focused on pipeline growth
Team 4
Works with early-stage and niche B2B SaaS companies
Integrates LLM visibility work into broader SEO programs
Includes AI visibility signals in SEO reporting
Builds content around evaluation queries and buyer research
Mentions built naturally through content and SEO work
Link building included within general SEO work
Early-stage SaaS companies operating in smaller or niche categories
Right now, AI-referred traffic still makes up a tiny slice of overall website sessions, which is well under 1% in most datasets. Organic search still drives 30% or more of traffic for most companies, and around 95% of Americans still use search engines regularly. That number has barely moved even as AI tool usage has exploded.
If someone’s telling you to cut your SEO budget and go all-in on AI visibility, I’d push back on that hard.
At the same time, something interesting is happening underneath those numbers.
According to the Previsible State of AI Discovery Report, traffic from AI tools grew 527% year over year between January and May of 2025. The total volume is still small, but that growth rate is hard to ignore.
What makes this especially interesting for SaaS is the conversion data.
In that same report, LLM traffic converted at 6.69%, while organic search converted at 6.71%. In other words, visitors coming from AI tools converted almost exactly the same as visitors coming from Google.
No other industry category came close to that parity.
This combination of small total volume, massive growth rate, and conversion parity with organic search is why this is worth paying attention to now rather than waiting until the channel is crowded.
They wanted to see how consistent AI recommendations actually are. The headline result was surprising. The chance of getting the exact same list of brands twice was less than 1 in 100.
But in tighter B2B SaaS categories, the same brands kept appearing even when the question was phrased completely differently. The AI wasn’t pulling random results, it had a default shortlist. And once a company becomes part of that default set in a category, it tends to stay there.
That compounding effect is exactly what early AEO work is trying to capture. Iit’s one of the strongest arguments for getting into this now rather than once the category is already settled.
What makes an Answer Engine Optimization agency worth hiring
Almost every SEO agency now claims they “do AEO.” The real signal usually appears during a conversation, not on a homepage. Here’s what I look for.
1. They focus on evaluation-stage content
AI tools often pull from comparison pages, “best of” lists, and alternatives content. Strong agencies prioritize getting you featured in these and building similar assets on your site. They don’t just focus on top-of-funnel blogs.
2. They track prompts mainly
AEO agencies test real buyer prompts in tools like ChatGPT or Perplexity, then track how often your brand appears, how it’s described, and how that changes over time.
3. They treat brand mentions as key signals
Beyond backlinks, AI systems look at how your brand is discussed across the web. Strong agencies actively build mentions in review sites, publications, comparison pages, and community platforms.
4. They connect content, authority, and technical SEO
Consistent AI visibility comes from three things working together: high-quality, well-structured content; strong brand authority across credible sources; and a technical setup that makes content easy for AI to access and interpret.
Keep this framework in mind as you evaluate any agency, it’s a useful lens for every conversation you’ll have.
How to choose the right AEO agency for your SaaS business
AEO messaging is everywhere now, so focus on how agencies answer, not what they claim.
Questions to ask on a sales call:
“How do you help brands appear in AI answers?”
Look for specific tactics: comparison content, prompt tracking, placements in roundups, and building presence in sources AI tools reference. Vague answers are a red flag.
“How do you measure AEO performance?”
They should go beyond keyword rankings and track real prompts across tools like ChatGPT, Perplexity, or Gemini while measuring visibility, positioning, and changes over time.
“Can you show real examples?”
Ask for proof like screenshots, live prompts, or case studies. If they can’t show actual results, they’re likely still early in their AEO maturity.
Closing thoughts
AI answers are now a part of how SaaS buyers research tools. For many of them, it’s becoming the first step; a quick prompt to get a starting point before they open anything else.
Someone opens ChatGPT, asks for recommendations, sees three or four tools mentioned, and begins their shortlist from there.
AEO agencies help SaaS companies become part of that moment.
The teams doing this well are not abandoning SEO. They are evolving how the work is done so that strong content, credible authority signals, and clear site structure support both traditional search and AI-generated answers at the same time..
If you are evaluating agencies right now, start with one simple test. Ask them to show you real examples of their clients appearing in AI answers. That question alone filters out a lot of noise. If an agency passes it, the conversation is worth having.
AEO (Answer Engine Optimization) is a strategy to make your brand appear in AI-generated answers from tools like ChatGPT, Perplexity, or Google Gemini. Instead of competing for clicks and impressions on search engines, AEO focuses on being one of the few products mentioned when users ask high-intent questions related to your product.
2. How is AEO different from SEO?
SEO drives clicks to your website through search engine results. AEO directly recommends your product in AI-generated responses. While SEO earns visibility on search pages, AEO earns visibility inside answers.
3. What’s the difference between SEO, AEO, and GEO?
SEO, AEO, and GEO are not separate strategies but they work together. SEO builds strong foundations through content and authority. AEO focuses on getting your brand mentioned in AI-generated answers. GEO (Generative Engine Optimization) goes deeper by optimizing how AI models interpret, group, and recommend brands. Together, they increase your chances of being surfaced in AI-driven results.
4. How much does AEO typically cost?
It varies a lot depending on the agency and scope. Boutique SaaS-focused agencies tend to start somewhere between $3,000 and $8,000 per month for a combined SEO and AEO program. More established full-service agencies can start at $10,000 or higher.
5. How competitive is my category in AI answers?
Run a few prompts yourself before you talk to any agency. Open ChatGPT, Perplexity, and Google’s AI Overviews and ask the questions your buyers would ask. See who shows up, how consistently, and how your product is described if it appears at all. That gives you a baseline and makes every agency conversation more grounded.
6. What’s a realistic timeline for seeing results?
If you already have decent SEO foundations, some categories start showing movement within two to three months. More competitive categories take longer, and there’s no reliable shortcut. Any agency giving you a specific guarantee on timing is oversimplifying how these systems work.
7. What content types actually influence AI recommendations the most?
Comparison pages, alternatives content, and category roundups tend to carry the most weight, both on your own site and as third-party placements. Deep, well-structured articles that directly answer the questions buyers ask also perform well. Short blog posts optimized for top-of-funnel awareness tend to have less influence on what AI tools actually recommend.
8. Do I need a separate agency for AEO or can my current SEO agency handle it?
Ask your current agency the same question you’d ask any new one. Can they show you a client appearing in AI answers? If they can, they’ve adapted. If they can’t, it’s worth having an honest conversation about whether they’re actively building that capability.