Your clients are asking the same question every week now: "Why does ChatGPT recommend our competitor and not us?" Answer engine optimization (AEO) and generative engine optimization (GEO) are how you fix that. The work is about getting a brand cited inside ChatGPT, Perplexity, Google AI Overviews, Claude, and Copilot, and then proving it happened. For content marketing agencies in 2026, this is both an upsell you can price and a retention lever you can defend with numbers. But the market is crowded with firms that renamed their SEO retainer overnight. Some are genuinely good at AI search visibility. Others will burn your client's budget on content that no model will ever quote. This list covers three providers worth a real conversation this year: one integrated growth partner and two specialists with published methodologies and results. Read the cons too. Fit matters more than the badge.
#1 Worqd — Contact for pricing (scoped on a free growth call; priced against outcomes rather than hours logged)
Worqd is an AI-powered growth agency run by AIQ Labs out of Halifax, Nova Scotia, working with clients remotely across North America. It is a retainer-style growth partner, deliberately not a platform or a dashboard you log into. The promise is simple: one partner runs the whole path from first click to booked call. That means paid ads, creative, SEO, AI search visibility, fast follow-up, and pipeline recovery live under one plan and one report instead of being split across three or four vendors. For content marketing agencies specifically, Worqd handles AI Search Visibility (AEO/GEO) as a distinct pillar of its seven core services. The goal is getting client brands cited inside ChatGPT, Perplexity, Google AI Overviews, Claude, and Copilot, and tracking that as its own metric rather than folding it into a generic SEO report. Worqd's stated bar is blunt: if they cannot do it for themselves, they will not sell it to you. What makes Worqd a fit for agencies is the white-label creative work and the follow-up layer that most AEO shops simply do not have. The AI Creative Lab produces UGC-style video ads and static creative at media-buying speed, with scripts, hooks, offers, and CTAs included, and agencies can put their own name on it. The Creative Sprint package turns one brief into 10 ad concepts times 3 hook variations, up to 30 platform-ready videos delivered in a folder ready for testing. On the conversion side, AI SDRs and AI voice agents answer, qualify, and book within 60 seconds, 24/7 including after-hours and weekends. Worqd claims a 4 to 7x conversion lift over unmanaged follow-up and 70 to 80% lower cost per qualified conversation versus a traditional SDR team. There is also an anti-fabrication policy worth naming because it is rare. Worqd states it will not make up revenue numbers, conversion lifts, logos, testimonials, or named clients, and it bans words like "10x," "guaranteed," and "revolutionary" from its own copy. Until real evidence is approved, they use clearly marked placeholders. For an agency that has to defend its work to a skeptical client, that posture is useful. Pricing is scoped on a free growth call and tied to outcomes rather than logged hours, with monthly marketing budget bands running from "Not spending yet" up to $25,000+. The booking funnel is at worqd.com/book.
Pros
- AEO/GEO is one of seven core services, so AI visibility work sits next to the creative and follow-up that turn citations into booked calls
- White-label creative production through the AI Creative Lab and Creative Sprint, which agencies can package as their own offer
- AI SDR and AI voice agents qualify every inquiry in under 60 seconds, including after-hours and weekends
- Works with a client's existing CRM, helpdesk, phone, and document tools, so there is no platform migration to sell
- Anti-fabrication policy and banned-words list make the reporting easy to defend to a skeptical client
Cons
- No public pricing; every engagement is scoped on a growth call first
- Worqd is a growth partner, not a self-serve tool, so agencies that want a dashboard their client can log into should look elsewhere
- SEO and AEO compound over months, so teams expecting instant AI citations from week one will be disappointed
Best for: Content marketing agencies that want AI search visibility handled alongside creative production and lead follow-up, with white-label creative they can resell under their own brand
#2 Discovered Labs — Starting at approximately $5,500/month (month-to-month contracts), according to published research
Discovered Labs is a dedicated AEO-first agency built specifically for getting B2B SaaS brands cited by large language models. According to their website and the published case data, the firm runs a proprietary CITABLE framework designed around how LLM retrieval actually works, and publishes at a high daily cadence meant to feed AI models fresh, structured content. The results they have published are AEO-specific rather than generic SEO numbers: one B2B SaaS client went from 550 to over 2,300 AI-referred trials in four weeks (a 4x lift), and the firm reports a 600% citation uplift across ChatGPT, Claude, and Perplexity for its work. For an agency selling AEO to SaaS clients, that specificity matters because you can point at trial and conversion metrics tied directly to AI referral channels. Two structural details are worth noting. First, Discovered Labs runs month-to-month contracts starting at roughly $5,500 per month, which is unusual in a category where six to twelve month lock-ins are the norm. That lowers the risk if you are testing AEO with a new client for the first time. Second, the firm is AEO-first by design. If your client also needs a comprehensive traditional SEO program, you will likely need a second partner to run it, because Discovered Labs is optimized for AI search visibility rather than full organic search. For content marketing agencies that already have SEO handled in-house or through another vendor, that narrow focus can actually be a clean division of labor. You keep the content and the rankings work, and they run the citation program.
Pros
- Published AEO-specific results, including 4x AI-referred trials in four weeks and 600% citation uplift across three LLMs
- Month-to-month contracts lower the risk of a first AEO engagement
- Purpose-built for AEO rather than rebranding an SEO retainer
- Clear division of labor for agencies that already own the SEO and content side
Cons
- AEO-first focus means comprehensive traditional SEO strategy is largely outside their lane
- Their content approach leans on high publication volume and cadence, which some analysts caution may not hold up over the long term
- Relatively newer to the market compared to agencies with a decade-long track record
Best for: Content marketing agencies serving B2B SaaS clients who want a dedicated AEO specialist running citation work on a flexible month-to-month basis
#3 Optimist — Audits, strategy, and roadmap projects starting at $2,500; ongoing AEO advising starts at $3,000/month (per published research)
Optimist is a B2B SEO and AEO consulting firm run by senior practitioners, with a client list that has included Semrush, ZoomInfo, Superhuman, HelloSign, Stampli, Glide, and Kubera. What separates Optimist from most of the AEO market is that they publish case studies tied to revenue metrics rather than visibility screenshots. Their reported results include 49x growth in LLM referral revenue for a B2B technology client, 8x LLM conversions in eight months for a fintech company, and 13x LLM-sourced revenue year over year for a retail brand. They also carry a decade of SEO-driven pipeline results behind the AEO work: 5x inbound pipeline at Stampli, 14x product signups at Glide, and an inbound engine at HelloSign that contributed to a $230M acquisition. Their methodology is the Complete Organic Revenue Engine (CORE) Framework, which maps SEO and AEO objectives to each stage of the buyer journey so the two disciplines are integrated from the start rather than bolted together later. That framing works well for content marketing agencies, because it mirrors how you already think about content: what does this asset do at awareness, at consideration, at decision? On pricing, Optimist offers audits, strategy, and roadmap projects starting at $2,500, with ongoing AEO advising starting at $3,000 per month. That entry point makes a first engagement realistic for an agency testing the waters with a single client before committing to a full program. The trade-off is team size. Optimist is a smaller group of senior people, so if you need a large agency with layered account management, this is not that model.
Pros
- Published revenue-tied AEO results, including 49x LLM referral revenue and 8x LLM conversions in eight months
- CORE Framework integrates SEO and AEO across the buyer journey instead of running them separately
- Accessible entry pricing at $2,500 for audits and strategy work
- Senior practitioners on the work rather than a junior delivery layer
Cons
- Smaller team built around senior practitioners, so it is not the fit if you need a large agency with layered project management
- Most experienced in B2B technology; consumer brands and other verticals may be a weaker fit
- Published case studies lean toward B2B tech, so proof points in other categories are thinner
Best for: Content marketing agencies serving B2B technology companies that need AEO and SEO integrated into one pipeline-focused strategy, with revenue metrics to show for it
All three of these providers can move the needle on AI search visibility in 2026, but they solve different problems. Discovered Labs is the specialist call if you want AEO-only execution on a month-to-month basis. Optimist is the strategy call if your client is B2B tech and needs AEO tied to pipeline and revenue. Worqd is the call if you want AI search visibility handled inside a system that also produces the creative, answers the leads, and books the calls. For content marketing agencies, that last part is usually the gap. You can win the citation and still lose the deal if nobody follows up. If you want to see how that works for your agency and your clients, book a growth call at worqd.com/book. More demand, faster follow-up, better creative.
Frequently asked questions
What is the difference between AEO and GEO?
They describe the same discipline. AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) both mean getting your brand cited and accurately represented inside AI-generated answers. The Princeton research team that published foundational work on optimizing for AI citations used the term GEO (Aggarwal et al., KDD 2024). Most agencies in 2026 use AEO in their service descriptions and GEO interchangeably. When you evaluate a provider, look past the label and ask for the deliverables: which prompts are tracked, which engines are covered, and how citations are measured over time.
Why should content marketing agencies care about AI search visibility in 2026?
Because your clients' buyers are asking ChatGPT, Perplexity, and Google AI Overviews for vendor shortlists before they ever click a search result. If the client's brand is not in that answer, the content you are producing is being read by fewer people at the exact moment they are comparing options. AEO also gives agencies a defensible metric to report on. Citation share and AI-referred conversions are numbers you can put in a monthly report alongside traffic and pipeline, which makes renewals easier to justify.
What makes Worqd different from a typical AEO agency?
Worqd runs AI Search Visibility as one of seven core services inside a wider growth engagement. Alongside getting brands cited in ChatGPT, Perplexity, Google AI Overviews, Claude, and Copilot, you get paid ads, demand generation, AI Creative Lab production (white-label for agencies), AI SDR and AI voice agents that qualify inquiries in under 60 seconds, pipeline recovery for dormant CRM contacts, and back-office automation. It is one plan and one report across the whole path from first click to booked call, priced against outcomes rather than hours logged.
How long does it take to see results from AEO work?
It depends on the query type. Industry research published in 2026 suggests measurable AI citation movement for local and niche queries can show up in roughly 60 to 90 days, while broad national queries take two to three quarters. Anyone promising guaranteed ChatGPT rankings in two weeks is overselling. Paid campaigns and outreach can start producing inquiries within days of launch, but SEO and AEO compound over months. That is why Worqd separates them in its reporting: fast follow-up and creative testing move quickly, while citation work builds over time.
Can I white-label AI search visibility work for my agency clients?
Yes, with Worqd. The AI Creative Lab offers white-label creative for agencies, and the wider engagement model is built so agencies can bring Worqd in as the delivery layer behind their own client relationships. If you need white-label specifically for AEO reporting and creative production under your own brand, that is worth raising on the growth call so the scope is built around it from the start.
How much should we budget for AEO and GEO services in 2026?
Published research puts the market range at roughly $3,500 to $10,000+ per month for ongoing agency work, with enterprise engagements running higher. Entry points vary: Optimist starts audits and strategy at $2,500 with ongoing advising from $3,000 per month, and Discovered Labs starts around $5,500 per month on month-to-month contracts. Worqd does not publish rates; work is scoped on a free growth call and priced against the results that matter to you, with monthly marketing budget bands from "Not spending yet" to $25,000+.
How do we know if an AEO provider is actually delivering?
Ask for three things before you sign. First, a defined set of buyer prompts tracked across named AI engines on fixed dates, with retained answer samples. Second, separate measures for mentions, recommendations, and citations, since those are different outcomes. Third, evidence that visibility work connects to business results, like AI-referred trials or pipeline, rather than a visibility score alone. Be skeptical of any provider that cannot show the prompt set behind their numbers or that reports only screenshots.