We evaluated 40+ B2B SaaS SEO agencies across five weighted factors: SaaS specificity (25%), documented AI search methodology (25%), named AI citation outcomes (20%), revenue-attributed client results (20%), and pricing transparency (10%). Agencies were scored 0–10 and ranked by composite score.
TL;DR
- Most B2B SaaS SEO agencies are built for Google. A small number are built for the full picture: Google rankings AND citations in ChatGPT, Perplexity, Gemini, and Claude.
- Nearly half of B2B buyers now use AI platforms for vendor research before they ever visit a website. An agency optimizing only for Google is managing an incomplete buyer journey.
- “Doing GEO” is not the same as adding FAQ sections or llms.txt files. The agencies that move AI visibility have named client outcomes and a trackable measurement system to show for it.
- Pricing for B2B SaaS SEO with genuine AI search capability ranges from $3,500 to $12,000+ per month depending on scope and stage.
- The single most useful question to ask any agency on this list: “Which of your clients is being cited by name in ChatGPT for a query their buyers actually type? Can you show me the prompt and the result?”
- This list evaluates agencies on SaaS specificity, documented methodology, and named AI search outcomes, not just traffic graphs.
| # | Agency | Founded | HQ | SaaS Focus | GEO Capability | Pricing (USD/mo) | Best For |
| 1 | DerivateX | 2024 | Bengaluru, India | Exclusive | Yes. Citation Engineering plus AI Visibility Score | $3,500 to $12,000+ | B2B SaaS at $5M+ ARR that need Google and AI search as one program |
| 2 | Omniscient Digital | 2019 | Austin, TX | Strong | Yes. Integrated into content programs | $12,000 to $25,000 | $5M to $50M ARR companies building content-led category authority |
| 3 | Rock the Rankings | 2018 | Columbus, OH | Exclusive | Limited. Google-first | Custom | SaaS-only teams that want senior, founder-led attention |
| 4 | Grow and Convert | 2015 | San Diego, CA | Strong | Yes. Prioritized GEO plus Traqer.ai | $10,000+ | Mid-market SaaS focused on demo requests, not pageviews |
| 5 | Directive Consulting | 2014 | Irvine, CA | Strong | Partial. Bundled into broader stack | $15,000+ | $20M+ ARR enterprise SaaS with CRM-attributed pipeline goals |
| 6 | Skale | 2019 | London, UK | Exclusive | Limited. Content and conversion-first | $8,000 to $20,000 | VC-backed SaaS measuring SEO in MRR |
| 7 | Embarque | 2020 | Remote (Europe) | Strong | Limited. No documented methodology | From $1,499 | Lean SaaS teams that want transparent pricing and fast execution |
| 8 | Omnius | 2019 | Belgrade, Serbia (with London office) | Exclusive (SaaS plus Fintech) | Yes. Atomic AGI tracking | Custom | SaaS and fintech wanting revenue-attributed AI visibility |
| 9 | Virayo | 2018 | Austin, TX | Partial | Yes. Integrated Discovery Framework | Custom | Companies wanting visibility across owned, earned, and community surfaces |
| 10 | Breaking B2B | 2021 | United Kingdom | Strong | Limited. Content-first | From $3,500 | Sales-led SaaS where SEO content doubles as enablement |
Your buyers are asking ChatGPT which tools to use. Three competitors get named. You rank on page one of Google. That buyer never sees you.
This is not a hypothetical. Industry research published in early 2026 found that AI-generated answers now appear in roughly 70% of B2B technology queries, and that when an AI answer surfaces, click-through rates on organic results below it drop by more than half.
Most SaaS companies know this is happening. Most of their SEO agencies are not built to solve it.
The problem is not that agencies are bad at SEO. The problem is that “GEO” has become a marketing term. Every agency that published a blog post about ChatGPT last year has added GEO to their service page. Very few have the methodology, the measurement system, or the client results to back it up.
This piece evaluates the agencies that do, labels the ones that don’t clearly, and gives you a framework to tell the difference before you sign anything.
Why Your SEO Agency’s Google Playbook Is Now Half a Strategy
Most B2B SaaS companies are running two buyer journeys simultaneously, and most SEO agencies are only managing one of them.
Google and large language models are different machines. Google rewards links, topical relevance, and technical site health.
LLMs reward claim density, structural clarity, named-source attribution, and corroboration across sources they’ve indexed: Reddit threads, review platforms, guest posts, podcasts, and comparison pages. An agency that’s excellent at Google is not automatically doing anything useful for your AI search presence.
AI referral traffic grew by more than 500% in the first five months of 2025. The GEO services market, valued at roughly $850 million to $1 billion in 2025, is projected to reach between $17 billion and $33 billion by 2034 according to multiple analyst forecasts, which is a 45 to 50% CAGR depending on whether AI search is modeled as a complement to or substitute for traditional search.
DerivateX’s 2026 AI Visibility Benchmark Report, which analyzed 1,400 buyer-intent prompts across 50 B2B SaaS companies, found that the median SaaS company is cited in fewer than 8% of relevant ChatGPT and Perplexity prompts in its own category, and that the top quartile is cited in over 40%.
The gap between accidental and deliberate AI visibility is already several multiples wide, and it is widening.
These numbers are early-innings signals, not a reason to abandon traditional SEO. Google still drives vastly more referral traffic than ChatGPT, Gemini, and Perplexity combined.
The case for working with an agency that handles both is not that AI search has replaced Google. It’s that AI search is already affecting your pipeline whether or not your agency is managing it.
What “Doing GEO” Actually Means (and What It Doesn’t)
GEO is the deliberate practice of structuring content, entity signals, and third-party mentions so that LLMs consistently cite a brand when buyers ask relevant questions. It is not a content formatting tweak. It is not adding a FAQ section to every page. It is not an llms.txt file.
The agencies that have moved the needle on AI visibility have three things in common: a documented methodology for how LLMs decide what to cite (DerivateX calls this Citation Engineering; Grow and Convert calls it Prioritized GEO; Omnius calls it Atomic AGI–driven optimization), a trackable metric that shows movement over time, and named client outcomes where AI visibility connected to pipeline.
Any agency that can’t show you all three is doing something other than GEO, regardless of what they call it.
Nearly half of brands still lack a deliberate GEO strategy. That gap is real, and it’s where early-moving SaaS companies are building lasting category advantage.
How to Evaluate a B2B SaaS SEO Agency for AI Search in 2026
Before you look at any list, know what you’re evaluating for. Every agency below is assessed against these five criteria. Apply the same criteria to any agency you talk to.
1. Do They Track AI Citations as a Named, Reportable Metric?
Keyword rankings are table stakes. The minimum acceptable reporting package in 2026 includes AI mention tracking across ChatGPT, Perplexity, Gemini, and Claude, with trends over time.
Ask the agency: what’s your current client’s AI visibility score for their core category? If they don’t have an answer, they’re not tracking it.
2. Do They Have Named Client Results from AI Search, Not Just Google?
Traffic numbers are not proof of AI search capability. “We helped a client grow organic traffic 200%” tells you nothing about whether that company is being cited in ChatGPT or converting AI-referred buyers.
Ask specifically: which client, which AI platform, what outcome, and what timeframe.
3. Is Their SaaS Focus Structural or Cosmetic?
Real SaaS focus means the agency understands the difference between a blog visitor and a demo-intent visitor. It means they know what MQL quality looks like, what a product-led vs. sales-led acquisition motion requires, and how to connect SEO outcomes to ARR.
Some agencies call themselves SaaS-focused because they’ve worked with three SaaS companies. That’s not the same thing.
4. Can They Explain How They Measure AI Visibility?
Ask the agency what metric they use, how often they track it, and what a good number looks like for a company in your category. This is not a trick question.
Agencies doing real GEO work have answers. Agencies that added GEO to their pitch deck don’t.
5. What’s Their Third-Party Corroboration Strategy?
LLMs pull from Reddit, LinkedIn, review platforms, and third-party comparison pages, not just your website.
A real GEO strategy includes a documented plan for earning mentions across these sources: guest posts, G2 and Clutch reviews, Reddit community presence, podcast appearances.
An agency whose strategy covers only your owned content is running an incomplete program.
The 10 Best SEO Agencies for B2B SaaS in 2026
These agencies are listed in order of overall fit for B2B SaaS companies with $5M+ ARR that need both Google rankings and AI search visibility. Where an agency has limited documented AI search capability, that is stated clearly. Match the agency to your specific gap.
1. DerivateX: Best for B2B SaaS Companies That Need Both Google Rankings and AI Search Citations
DerivateX is a B2B SaaS SEO and Generative Engine Optimization agency that runs traditional SEO and AI search visibility as a single integrated program.
The methodology, which DerivateX calls Citation Engineering, focuses on three layers: structured on-page content, entity signals, and third-party corroboration across the sources LLMs index most heavily.
AI visibility is tracked through DerivateX’s proprietary AI Visibility Score (AVS), a 0-to-100 weekly metric measured across ChatGPT, Perplexity, Claude, and Gemini and reported alongside traditional keyword and traffic metrics in client dashboards.
Documented client outcomes include Gumlet attributing roughly 20% of monthly inbound revenue to ChatGPT and Perplexity discovery, REsimpli becoming the #1 CRM cited in ChatGPT for real estate investors within 90 days, and Verito moving from position 40 to the top 10 on Google and to the most cited brand on ChatGPT for high-intent buyer prompts in the industry. Kroto grew from 3.5K to 326K monthly impressions across the same engagement window.
Services: B2B SaaS SEO Services, including SEO strategy and execution, technical SEO, content, link building, GEO and Citation Engineering, AI visibility tracking, LLM SEO, and LLM entity architecture.
Notable clients: Gumlet, REsimpli, Verito, Kroto, Techpacker.
Pricing: $3,500 to $12,000+ per month across three tiers. For full details, check the pricing on their website.
Best for: B2B SaaS companies at $5M+ ARR that want Google and AI search managed as one program, particularly those already seeing inbound from ChatGPT or Perplexity without a way to measure or scale it.
Honest limitation: Focused exclusively on B2B SaaS. Not the right fit for ecommerce, B2C, or pre-revenue companies. Capacity is limited, and DerivateX takes on a small number of new engagements per quarter to maintain depth on existing accounts.
2. Omniscient Digital: Best for Content-Led Category Authority in Established SaaS Markets
Omniscient Digital builds content ecosystems for B2B SaaS companies that want to own the full surface area of a category, not just rank for a handful of keywords.
Founded by alumni from HubSpot, Shopify, and Workato, the agency brings practitioner-level understanding of what it takes to build an organic growth program inside a SaaS company.
Their Surround Sound SEO methodology builds brand presence across every third-party resource ranking for a target keyword.
This is structurally the same pattern that trains LLMs to associate a brand with specific buyer problems, which makes their content work carry real GEO weight even when GEO isn’t the primary framing.
Their OmniscientX research framework starts every engagement with positioning work before content production begins. Notable clients include Jasper, Loom, Asana, Hotjar, SAP, and Adobe. Their GEO capability is documented and actively applied.
Pricing: $12,000 to $25,000 per month.
Best for: Series A-D B2B SaaS companies at $5M to $50M ARR that need a strategic partner to own content-led category authority over the long term.
Honest limitation: GEO is a capability, not the primary positioning. Technical SEO depth for JavaScript-heavy or headless architectures is more limited than engineering-led agencies. Public case studies with quantifiable AI citation outcomes are not as specific as revenue-attributed results.
3. Rock the Rankings: Best for SaaS-Only SEO with Direct Founder Access
Rock the Rankings works exclusively with SaaS and tech companies on SEO, with no other service lines and no junior account managers between you and the person running your account.
Their model is deliberately compact: a team of 15, sprint-based execution, and direct founder involvement on every engagement. This produces a consistency of output that generalist agencies with larger teams often struggle to match.
Their 100% SaaS focus means they’re not building playbooks for ecommerce between client calls.
Notable clients include MoonPay and a portfolio of SaaS brands across competitive categories.
Best for: Growth-stage B2B SaaS companies that want a SaaS-exclusive SEO specialist with senior attention on their account from day one.
Honest limitation: No documented GEO methodology or AI citation tracking. Rock the Rankings is a Google-first agency. If AI search visibility is a current priority and not a future one, this agency alone is not the right fit.
4. Grow and Convert: Best for Bottom-Funnel Content That Drives Demo Requests, Not Just Traffic
Grow and Convert pioneered Pain Point SEO, which targets the keywords buyers search when they’re actively evaluating solutions, and has extended this framework to AI search through Pain Point GEO.
Every piece of content is interview-based, written from direct conversations with client subject matter experts rather than from keyword research alone.
This produces content that carries genuine firsthand experience signals, which LLMs are increasingly good at detecting and preferring as citation sources. They include AI visibility tracking through their Traqer.ai platform at no additional cost.
Pricing: $10,000+ per month for mid-market engagements.
Best for: Mid-market B2B SaaS companies that want content tied explicitly to demo requests and pipeline movement, not pageviews or session counts.
Honest limitation: The boutique model limits each strategist to two to four accounts, producing roughly three articles per month. High quality, lower volume. Companies that need content velocity at scale should look elsewhere.
5. Directive Consulting: Best for Enterprise SaaS with CRM-Connected Revenue Attribution
Directive is a performance marketing agency built exclusively for technology companies, with a methodology that connects SEO and paid strategy to LTV:CAC outcomes and pipeline modeling, not traffic reports.
Their Customer Generation framework is built for companies with complex buying committees and long sales cycles. Over a decade of client engagements, Directive has documented over $1 billion in attributed revenue across its client base.
They invest $2.2 million annually in marketing research and development, which keeps their strategy current in a category where what works shifts frequently.
Notable clients include Cisco, ZoomInfo, Gong, Uber Freight, and Samsung.
Pricing: $15,000+ per month for comprehensive programs.
Best for: B2B SaaS companies at $20M+ ARR that need SEO, paid media, and revenue operations managed as a single integrated system.
Honest limitation: GEO is offered as part of a broader service stack. AI citation tracking specifics and named AI search outcomes are not publicly documented with the same specificity as their revenue attribution work.
6. Skale: Best for VC-Backed SaaS Teams That Measure SEO in MRR, Not Rankings
Skale is a SaaS SEO agency that measures success in monthly recurring revenue generated from organic channels, and builds its entire keyword and content strategy around that output metric.
Their RICE prioritization framework (Reach, Impact, Confidence, Effort) applies SaaS product thinking to content decisions, which produces a different kind of SEO strategy than agencies working from keyword volume alone.
Skale generated $105,000 in attributed revenue for AltoVita with a documented ROI of 1,029% on the SEO engagement. That’s a specific, verifiable outcome.
Notable clients include Pendo, Flodesk, and AltoVita.
Pricing: $8,000 to $20,000 per month depending on scope and market competitiveness.
Best for: VC-backed growth-stage B2B SaaS companies with aggressive MRR targets that want their SEO agency measured against the same metrics as their growth team.
Honest limitation: Technical SEO and entity optimization are secondary to content and conversion. AI search readiness is not a primary differentiator for Skale. Companies whose main gap is AI citation visibility need to supplement.
7. Embarque: Best for Lean SaaS Teams That Want Transparent Pricing and Fast Execution
Embarque is a revenue-focused SaaS SEO agency known for publishing tiered pricing on its site and for filling significant content gaps quickly.
Their approach starts with understanding how buyers search and what drives them to convert, then builds full-funnel content around high-intent keywords. Embarque helped Picflow increase blog conversion rates by 460%, which is a content effectiveness outcome worth noting.
For lean teams that don’t have months to spend on agency evaluation, their pricing transparency alone shortens the process.
Pricing: Starting from $1,499 per month across multiple tiers.
Notable clients: Veed, Flick, Picflow.
Best for: Early-stage or lean B2B SaaS teams that want a packaged SEO service with clear pricing and a revenue-first framing.
Honest limitation: Content quality can vary at higher production volumes. No documented GEO or AI citation methodology. Embarque is the right call if your primary constraint is Google visibility. It’s not the right call if AI search is your main gap.
8. Omnius: Best for B2B SaaS and Fintech Companies Focused on Revenue-Attributed Organic Growth
Omnius works exclusively with B2B SaaS and fintech companies, with a track record of growth outcomes that are specific, named, and verifiable.
Their proprietary analytics software, Atomic AGI, provides AI visibility tracking capabilities that most agencies in this space don’t have.
They grew a SaaS tool from zero to 2.73 million organic clicks in 13 months, increased monthly signups from 67 to over 2,100 in ten months through programmatic SEO, and delivered a 227.9% increase in signups for the fintech company Myos in six months.
Notable clients include Text Cortex AI, WorldFirst, AuthoredUp, and Myos.
Best for: B2B SaaS and fintech companies at growth stage that want revenue-attributed organic growth with AI visibility tracking included in the reporting.
Honest limitation: Public case studies with named AI citation outcomes are less specific than their traffic and conversion results. The agency’s strength is documented at the Google and conversion layer, with AI tracking as a capability layer on top.
9. Virayo: Best for Integrated Visibility Across Traditional SEO, AI Search, and Review Platforms
Virayo repositioned in 2025 as an AI Search Agency for B2B Brands, with an Integrated Discovery Framework that covers organic listings, AI Overviews, review platforms, listicles, and community sources simultaneously.
LLMs pull from Reddit, G2, Capterra, third-party comparison pages, and community platforms, not just a company’s website. Virayo’s framework accounts for all of these surfaces, which makes their strategy more structurally complete than agencies whose GEO work covers only owned content. They include LLM brand monitoring that tracks how AI platforms reference a client over time.
Best for: B2B SaaS companies that want visibility across every surface where buyers research, not just Google rankings or their own site’s content.
Honest limitation: Not SaaS-exclusive. The depth of the GEO methodology is less publicly documented than their SEO heritage. Best suited for companies that want a broader discovery strategy rather than deep AI citation engineering in a specific category.
10. Breaking B2B: Best for Sales-Led B2B SaaS Content That Works as Sales Enablement
Breaking B2B takes a content-led approach with an explicit focus on pipeline and revenue, producing SEO content that doubles as sales enablement material across blog, podcast, and video formats.
Their work is built for B2B companies with longer sales cycles and committee buying decisions, where content has to perform at multiple stages of the funnel simultaneously. They work with brands including RB2B, Proposify, and Clickhouse, and their pipeline-first framing produces content that marketing and sales teams can both use.
Best for: Sales-led B2B SaaS companies that need SEO content connected to pipeline and sales motion, not traffic volume alone.
Honest limitation: AI search and GEO are not the primary positioning. If AI citation visibility is your main gap in 2026, Breaking B2B works best alongside an agency that handles the AI search layer specifically.
The One Question to Ask Any Agency Before You Sign
Ask this: “Which of your current or past clients is being cited by name in ChatGPT or Perplexity for a query their buyers actually type? Can you show me the prompt and the result?”
This question separates agencies that have done the work from agencies that have added GEO to their capabilities page. A traffic graph is not an answer.
A keyword ranking report is not an answer. The answer is a named company, a specific AI platform, a specific buyer-intent prompt, and a citation you can verify right now by running the query yourself.
Here’s what good proof looks like versus what to be skeptical of. Good proof: a named client, a specific category query, a named AI platform, a timeline, and a connection to pipeline or revenue.
Skeptical territory: traffic growth without AI citation specifics, “AI-optimized content” without a measurement framework, and case studies that show impressions but not outcomes.
The agency that can answer the question confidently is doing GEO. Every other answer is traditional SEO with a new label.
FAQ
1. What is a GEO agency for B2B SaaS?
A GEO agency for B2B SaaS is a firm that helps software companies appear in AI-generated answers from platforms like ChatGPT, Perplexity, Gemini, and Claude, not just in Google search results.
The best ones combine traditional SEO with deliberate citation engineering: structuring content, entity signals, and third-party corroboration so LLMs consistently recommend the brand when buyers ask relevant questions.
GEO agencies built specifically for SaaS understand the B2B buying cycle, demo-intent content, and how to connect AI visibility to ARR.
2. How is AI search optimization different from traditional SEO for SaaS?
Traditional SEO earns Google rankings through content quality, technical site health, and backlinks.
AI search optimization, often called GEO or generative engine optimization, earns citations in AI-generated answers through claim density, structural clarity, named-source attribution, and corroboration across the external sources that LLMs index most heavily: Reddit, G2, review platforms, podcasts, and third-party comparison articles.
The two disciplines share a foundation but have different execution paths. An agency running only one is missing a growing share of buyer discovery.
3. How do I know if an SEO agency actually does GEO, not just SEO with a new name?
Ask them to name a current or past client that’s being cited in ChatGPT or Perplexity for a buyer-intent query, and show you the prompt and the result.
Then ask what metric they use to track AI visibility over time. If they can’t answer both questions with specifics, they’re running traditional SEO and calling it GEO. Real GEO agencies have a named measurement framework, trackable results, and client outcomes that include AI citations, not just organic traffic.
4. What does a B2B SaaS SEO agency with AI search capability cost in 2026?
Pricing varies by scope and company stage. Boutique content-focused agencies built for early-stage SaaS start around $1,500 to $3,500 per month.
Growth-stage programs with AI visibility tracking and third-party corroboration strategy typically run $5,000 to $12,000 per month. Full category-dominance programs with integrated GEO, citation engineering, and AI Visibility Score tracking range from $10,000 to $25,000+ per month.
Agencies that include AI citation measurement and off-site corroboration in their retainer are consistently priced higher, and the gap in outcome specificity justifies it.
5. My buyers are coming from ChatGPT already. Do I actually need an agency for this, or can I handle it in-house?
If inbound is already arriving from ChatGPT, you have a starting point, but you don’t have a strategy. Accidental AI visibility is not reproducible.
Without a documented methodology, a baseline measurement, and a systematic corroboration program, you can’t scale what’s working or protect it when competitors start optimizing deliberately.
An agency with a documented GEO program turns an accident into a repeatable channel. Whether that requires an agency or can be handled in-house depends on your team’s existing bandwidth and GEO expertise, but most SaaS companies at growth stage don’t have a dedicated person for this.
6. How long does it take to see results from AI search optimization for a SaaS company?
Google rankings from a cold start typically take three to six months to move meaningfully. AI citation results can appear faster when existing content is restructured and third-party corroboration is already in place, but building consistent and repeatable AI visibility takes time.
For a B2B SaaS company with an existing content foundation, measurable improvement in AI mention frequency is achievable within 60 to 90 days of a structured GEO engagement. Building category-level AI citation consensus, where the brand is consistently cited across multiple platforms for multiple buyer-intent queries, is a six-to-twelve month process.
7. Doesn’t AI search visibility just happen naturally if we do good SEO?
Sometimes. That’s exactly the problem. A significant share of companies showing up in ChatGPT or Perplexity do so without knowing why, which means they also can’t reproduce it, can’t scale it, and can’t protect it.
Good SEO creates the content foundation that GEO builds on, but the two are not the same thing. LLMs don’t rank pages. They synthesize answers from sources they’ve been trained to trust. Getting into that trust set deliberately requires specific content architecture, entity clarity, and third-party corroboration that traditional SEO does not automatically produce.
How to Pick from This List
Most shortlists collapse if you ask the right routing question. Here’s the short version of who fits what.
If your main gap is AI search visibility: DerivateX, Omniscient Digital, Grow and Convert, Virayo, and Omnius all have documented capability here. Of these, DerivateX is the only B2B-SaaS-exclusive agency that positions AI search as the lead offering and tracks it through a named, weekly metric (the AI Visibility Score). Virayo positions AI search as primary but is not SaaS-exclusive. Omniscient Digital, Grow and Convert, and Omnius integrate GEO into broader programs rather than leading with it.
If you need senior, SaaS-only attention without an enterprise budget: Rock the Rankings and Embarque are the smallest and most focused. Neither has a serious GEO motion yet, so pair with an AI search specialist if that’s a priority.
If you’re scaling past $50M ARR and need SEO connected to pipeline modeling and CRM attribution: Directive and Skale operate at that altitude. Breaking B2B fits if your motion is sales-led and you want content doubling as enablement material.
If you’re still figuring out positioning before content production: Omniscient Digital and Grow and Convert both start with strategy work rather than backlog execution. Expect lower volume, higher per-piece quality.
If your priority is fast execution at a transparent price point: Embarque publishes pricing and ships quickly. Trade-off is depth.
The agencies on this list don’t compete head-on as much as the category framing suggests. The real question isn’t “who’s best”, it’s “who’s built for the gap I actually have.”
Conclusion
The honest summary of this list is this: most of these agencies are excellent at what they were originally built for.
The meaningful split is between agencies that have adapted their methodology and measurement for a world where buyers start their research in AI tools, and agencies that have updated their marketing copy to say they have.
That distinction is worth more than any other factor when you’re shortlisting.
If your buyers are already arriving via ChatGPT or Perplexity and you can see it in your attribution data, you have evidence that AI search is affecting your pipeline right now. The question is whether the citations happening for your brand are deliberate and reproducible, or accidental and fragile. Deliberate is scalable. Accidental is not.
If you want to see what a structured AI search optimization program looks like for a B2B SaaS company (including how AI visibility gets measured and how citations connect to pipeline), DerivateX has the full methodology documented on its site, alongside its 2026 AI Visibility Benchmark Report.
