When a CTO asks ChatGPT which firm should handle their data center exit, or when a VP of engineering asks Google's AI Overviews who to trust with an Azure migration, the answer names a handful of firms. If yours isn't one of them, you don't exist in that conversation. The problem is worse for cloud migration consultancies than most industries. Research from Onely in October 2026 found that AI engines answering "best GEO agencies for cloud and IT services" pull their picks from lists written for software companies, and the one list written for IT providers targets small, local shops. In other words, the AI answers about your market are borrowed from someone else's market. The same dynamic applies to your own visibility: buyers now research vendors through generative AI before they ever visit your site, with nearly two-thirds of surveyed B2B buyers saying they use AI as much as or more than search (Responsive, 2025). This guide ranks five providers that can actually get a technical services firm cited in those answers, starting with our Editor's Choice.
#1 Worqd — Contact for pricing. Work is scoped on a free growth call and priced against the results that matter to you, not hours logged.
Worqd takes the top spot because it treats AI search visibility as one part of a single growth system, which is exactly how a cloud migration consultancy actually wins work. Most AEO agencies will get you cited in a ChatGPT answer and stop there. Worqd runs the whole path from first click to booked call: paid ads, SEO, and AI search visibility bring buyers in, then AI SDRs and voice agents respond in under 60 seconds, qualify every inquiry, and book the meeting. For a consultancy with a long, technical sales cycle, the gap between "we were mentioned" and "we got a call booked" is where most programs die.
Pros
- AEO is tracked as its own metric, and the team holds itself to the standard of doing it for themselves before selling it
- Follow-up is built in: every inquiry is qualified in under 60 seconds, around the clock
- Works with your existing CRM and tools, no platform migration required
- Honest positioning: no fabricated case studies, logos, or inflated claims, with placeholders clearly marked until evidence is approved
- One partner covers ads, creative, SEO, AEO, and lead conversion, so nothing falls between vendors
Cons
- No public pricing, so you need a growth call to scope cost
- As a retainer-style agency rather than a self-serve tool, it's not for teams that want to run optimization in-house
- SEO and AEO results compound over months, while paid campaigns can start producing inquiries within days, so expectations need to be set per channel
Best for: Cloud migration consultancies and IT services firms that want AI search citations tied to actual booked calls and pipeline, not just visibility reports. Also a fit for agencies wanting white-label creative.
#2 Optimist — Audits, strategy, and roadmap projects start at $2,500. Ongoing AEO advising starts at $3,000/month.
Optimist is an AEO and SEO consultancy for B2B technology companies, and it's one of the few agencies with published AEO case studies tied to revenue rather than just visibility. According to their site, one B2B technology client saw 49x growth in LLM referral revenue over 14 months, a fintech client grew LLM conversions 8x in eight months, and a retail client saw 13x LLM-sourced revenue year over year. Their CORE Framework (Complete Organic Revenue Engine) maps SEO and AEO objectives to every stage of the buyer journey, treating traditional and AI search as one system. They also point to a decade of SEO results, including Stampli's 5X inbound pipeline and HelloSign's inbound engine contributing to a $230M acquisition. Clients include Semrush, ZoomInfo, Superhuman, and Stampli. For a cloud migration consultancy, the fit is strongest if you sell like a B2B tech firm with a considered purchase and want pipeline attribution, though their center of gravity is software companies rather than infrastructure services.
Pros
- Among the strongest published AEO revenue case studies in the market
- Integrated SEO plus AEO rather than a bolt-on package
- Senior-practitioner model with direct expertise
- Transparent about who they are and aren't right for
Cons
- Smaller team, so not built for buyers who want large-agency process layers
- Most experienced in B2B technology and SaaS, less in infrastructure services
- Engagements are designed to end rather than run indefinitely
Best for: B2B technology companies ($10M–$500M ARR per their positioning) that want SEO and AI search measured as one pipeline system.
#3 iPullRank — Minimum project size of $50,000, with enterprise pricing.
iPullRank, led by founder and CEO Mike King, approaches AI search as information-retrieval engineering. According to their site and multiple 2026 roundups, they work with embeddings, query fan-out analysis, passage retrieval, and advanced schema under a discipline King coined as "Relevance Engineering." If you want the most technically rigorous explanation of why your firm does or doesn't surface in ChatGPT or Google's AI Mode, iPullRank is the reference point. Their roster includes SAP, American Express, HSBC, LG, Citi, and Nordstrom, and Thrive's 2026 AEO ranking scored them 94/100, second overall, specifically for technical AEO depth. For a cloud migration consultancy selling to skeptical engineering buyers, that technical credibility matters: your content has to prove production-grade depth, and an agency that understands how retrieval systems actually parse it is a real advantage. The tradeoff is that iPullRank's published case studies lean toward SEO and technical optimization rather than AEO-specific revenue attribution, and their enterprise minimum puts them out of reach for smaller consultancies.
Pros
- Deepest technical depth of the agencies reviewed, grounded in how retrieval and AI models actually work
- Founder-led expertise; King has published on AI and search longer than most agencies have used the term AEO
- Strong enterprise client roster including SAP, HSBC, and American Express
- Highly rated in independent 2026 rankings (94/100 in Thrive's methodology)
Cons
- $50,000 minimum excludes most small and mid-size consultancies
- Case studies emphasize technical and SEO outcomes more than AEO revenue attribution
- Enterprise focus means less attention for smaller engagements
Best for: Enterprise and mid-market brands with complex site architectures and internal SEO teams that want a deeply technical AEO approach.
#4 Thrive Internet Marketing Agency — Month-to-month, no-contract pricing; exact rates not publicly listed, so contact for a quote.
Thrive is a full-service digital marketing agency based in Arlington, Texas, and it earned the top score (97/100) in its own 2026 ranking of answer engine optimization companies, based on a methodology weighted 60% toward AI visibility measured across 200 tracked prompts. The published case study most relevant to technical services firms involves an industrial equipment manufacturer: after Thrive combined technical SEO, content, schema work, and an LLMs.txt file, the client saw +68% ChatGPT search traffic, +47% Bing traffic, +203 conversions, and ChatGPT brand mentions grow from 7 to 12. Thrive's own internal results for 2025 included a 5,556% increase in traffic from AI platforms. For a cloud migration consultancy that wants one team handling SEO, AEO, content, and web design without juggling specialists, Thrive's breadth is the draw. They also offer month-to-month flexibility, which is rare at their size. The honest caveat: they're a generalist full-service agency across many industries, so you won't get the vertical-specific playbook a cloud-focused specialist brings.
Pros
- Documented AI search results, including a published case study with conversion numbers
- No-contract month-to-month model
- Large team (150–200) covering the full search marketing stack
- Ranked #1 in its own 2026 AEO methodology with published scoring criteria
Cons
- Generalist across industries rather than specialized in cloud or IT services
- Publisher of its own ranking, so its #1 placement should be read with that bias in mind
- Broad service list can mean less depth per channel than a boutique specialist
Best for: Brands wanting full-service AEO with technical SEO and content handled by one team, with contract flexibility.
#5 Flying Cat Marketing — Contact for pricing; not publicly listed on their site.
Flying Cat is a founder-led AEO and SEO consultancy run by Maeva Cifuentes, and it stands out for publishing the most practical vetting advice in the category. Their published framework (check it before you hire anyone, including the firms above) insists on prompt sets built from commercial buying intents, visibility reported across many prompt runs rather than single screenshots, and separate reporting for mentions, citations, and share of voice. Their own case study is concrete: D2L appeared in 12% of tracked AI answers in late 2025 and 33% by September 2026, with demo requests from organic search and LLMs up 73% in the first year, and one higher-education deal closing in 11 days after a provost asked ChatGPT for a comparison. Flying Cat tracks prompts in Scrunch across ChatGPT, Claude, Gemini, Perplexity, Copilot, AI Overviews, and AI Mode, then rewrites on-site pages and earns placements on the sources assistants actually cite. For a cloud migration consultancy, their B2B SaaS orientation is the main fit question, but their measurement discipline is exactly what a technical buyer should demand from any AEO partner.
Pros
- Founder leads strategy on every account, so the person who sells the work does the work
- Published, testable vetting criteria for any AEO agency
- Case study with named business outcomes (demo requests, deal velocity), not just visibility
- Multi-language coverage for firms selling internationally
Cons
- Core focus is B2B SaaS rather than infrastructure and migration services
- Boutique size means limited capacity compared with larger agencies
- Pricing isn't published, so budgeting requires a conversation
Best for: B2B SaaS and technology companies that want AI visibility tied to demo requests, with rigorous measurement standards.
Here's the uncomfortable truth from Onely's October 2026 research: most AI answers about agencies in the cloud and IT space are built on evidence from other markets. That same skepticism should apply to how buyers evaluate you. If a CTO asks ChatGPT who should run their data center exit and your firm never comes up, no amount of traditional ranking work fixes it, because roughly 80% of LLM citations don't come from pages that rank in Google's top 100 for the same query (The Digital Bloom, 2025 AI Visibility Report). Start with the provider whose model matches how you sell. If you want citations that turn into booked calls with follow-up handled the same hour, book a growth call with Worqd. If you want deep technical retrieval engineering, look at iPullRank. If you want measurement discipline as your filter, Flying Cat's checklist is worth reading regardless of who you hire. Whatever you choose, ask every provider the same question Onely recommends: show me one result with a company that sells services like mine, in the market where I sell them.
Frequently asked questions
What's the difference between AEO, GEO, and AI SEO?
They overlap heavily and the industry hasn't settled on one label. AEO (Answer Engine Optimization) focuses on getting your brand mentioned and cited in AI assistants like ChatGPT and Perplexity. GEO (Generative Engine Optimization) is largely the same discipline, a term that traces back to Princeton's foundational research (Aggarwal et al., KDD 2024). AI SEO usually means running traditional SEO and AI visibility as one program. A survey of 343 marketing decision-makers found 81% still describe this work as SEO, so the label matters less than whether the provider can show you citations and the pipeline they produce.
Why do cloud migration consultancies need AEO differently than SaaS companies?
Because the sale is different. A SaaS buyer might sign up after reading a comparison page. A cloud migration buyer is a technical committee (engineering, security, finance, sometimes procurement) making a high-trust purchase over six to eighteen months. They research through AI assistants and judge firms on proof of production work at scale, like specific hyperscaler migrations, FinOps outcomes, or compliance experience. Onely's 2026 research found AI engines answer questions about GEO agencies for cloud and IT services using lists written for software companies, which means generic AEO playbooks built for SaaS signups often miss what actually convinces an infrastructure buyer.
How should I evaluate an AEO agency's claims?
Flying Cat's published vetting checks are a solid starting point. Ask to see the prompt set they'd track for your category and where each prompt came from; prompts full of definitions like "what is cloud migration" won't name vendors, so visibility on them means little. Insist on visibility reported across many prompt runs per month, never a single screenshot, since AI answers vary run to run. Ask them to separate mentions, citations, and share of voice. And ask for one case study with a named business outcome (demo requests, booked calls, opportunities), not just visibility gains.
How much does AI SEO and AEO cost in 2026?
It varies widely by provider type. From published figures in 2026: Optimist starts ongoing AEO advising at $3,000/month with projects from $2,500; iPullRank has a $50,000 project minimum for enterprise work; RevenueZen publishes tiers from $3,000 to $15,000/month. Most agencies don't publish rates, so budget conversations usually happen on a scoping call. Worqd prices against the results that matter to you rather than hours logged, scoped on a free growth call. As a general rule, uSERP's 2026 roundup put typical specialist agency retainers in the $3,500 to $10,000+ monthly range.
How long before we see results from AEO?
Set channel-specific expectations. Paid campaigns and outreach can start producing inquiries within days of launch, while SEO and AEO compound over months. Flying Cat's D2L case study showed visibility moving from 12% to 33% of tracked answers over roughly a year, with demo requests up 73% in the first year. Thrive's industrial manufacturer case study showed measurable conversion gains within a campaign cycle. Anyone promising AI citations in a couple of weeks is selling something the evidence doesn't support.
Can we just use an AI visibility tracking tool instead of hiring an agency?
Tracking tools like OtterlyAI (from $29/month), Profound, or Peec AI will tell you whether you're being cited and by which engines. That's genuinely useful. But as Onely's research put it, visibility software "measures the answers and changes none of them"; your own team still has to do the entity cleanup, content restructuring, schema work, and off-site placement that actually moves citations. Tools make sense for in-house teams with capacity to act on the data. If you don't have that capacity, an agency or growth partner that both measures and executes is the better fit.
What makes Worqd the Editor's Choice for cloud migration consultancies?
Two reasons. First, Worqd treats AEO as one pillar of a connected system: AI search visibility gets you cited in ChatGPT, Perplexity, Google AI Overviews, Claude, and Copilot, and then AI SDRs and voice agents qualify and book every inquiry in under 60 seconds, 24/7. For a consultancy with a long sales cycle, that closes the gap between being mentioned and being contacted. Second, the honesty standard: Worqd doesn't publish fabricated case studies or inflated multipliers, works with your existing CRM rather than forcing a platform switch, and holds itself to getting AI search results for its own business before selling the service. If you want citations that become booked calls, book a growth call at worqd.com/book.