Large language model optimization (LLMO) agencies help brands become understood, trusted, and referenced by AI systems.
The top ten LLMO agencies are:
Now, let’s take a closer look at what each agency has to offer.
Disclaimer: The information about these agencies is valid as of 20 January 2026.
1. Minuttia
Minuttia is an agency that helps clients build a strategy to get them recognized by AI platforms and cited by LLMs.
Image Source: Minuttia
LLMO is not the agency’s standalone service but rather a part of a more comprehensive approach to visibility building.
Minuttia combines SEO efforts and AI search optimization tactics rather than treating them separately. It’s a crucial approach for LLMO since it anticipates how LLMs interpret and prioritize content.
And to make sure brands get cited in AI search results, Minuttia has built a set of AI tools for visibility tracking.
Let’s see how that integrates with the rest of Minuttia’s services.
Services
Minuttia’s playbook includes services like:
- Google and AI search strategy
- Human content creation
- AI content creation
- Digital PR
- Agent analytics and reporting
Here’s how each service fits into LLMO:
Basically, Minuttia’s approach is strategy-first, not tactic-first, which allows the agency to craft flexible and highly customized growth plans for its clients. That makes it a good fit for a company of any size.
Speaking of that, let’s see who Minuttia usually works with.
Who is it for?
Minuttia’s typical client is:
- A B2B SaaS or tech brand.
- A business with strong growth traction.
- A company with mid- to large-size revenue and funding levels (~$10M ARR, Series A funding, accelerating MoM growth).
- A team ready for long-term cooperation.
- A business with a growing marketing budget.
A fitting example of such a client is Toggl, a time management software brand.
The 15-month cooperation with Minuttia helped the company develop structured, end-to-end content production, driving 7.3M impressions and 200+ conversions on the best-performing articles.
Positioning Toggl as one of the top voices of its industry ultimately helps this brand appear in AI-driven chatbots, too, as LLMs read the brand’s authority as a trust signal.
How expensive is it to get similar results for your business?
Minimum project size
$4,000+, which makes Minuttia a very affordable choice for businesses of any size.
The next name on our list isn’t an agency per se but rather a tool that can help you increase visibility across LLMs.
2. Respona
Respona is a digital PR and link-building platform that helps companies boost Google and AI visibility through brand placements in authoritative sources.
Image Source: respona.com
Even though Respona doesn’t directly offer LLMO as a service, its done-for-you offering, designed to build authority signals through brand placement, directly impacts how LLMs see your brand.
Basically, Respona handles the choice of authoritative sources, outreach, and placements. All you have to do is set preferences.
Let’s see what it looks like in practice.
A review of Respona’s done-for-you service
The service in question is essentially a platform for outreach automation where all the work is done by Respona’s team.
But before the outreach process starts, you need to:
- Create an order, enter the domain name or page URL, and choose a publisher quality tier, which also impacts the probability of being cited by LLMs.
Image Source: respona.com
- Add content guidelines (your preferred content type and how you’d like your brand to be placed), set controls, and your preferred deadline.
Image Source: respona.com
We recommend setting controls for publisher pre-approval since successful LLMO directly depends on the authority of the sources that mention your brand.
Who would benefit the most from Respona’s done-for-you service?
Let’s see.
Who is it for?
Basically, anyone who needs to build trust signals for large language model optimization, but especially brands that:
- Are early-stage startups
- Have complex content strategies
- Have busy or understaffed teams, or they lack experience in digital PR
- Depend heavily on search visibility
- Are an agency or a consultant in need of digital PR work
Your business size or industry doesn’t really matter—Respona’s client profile is very diverse.
For example, besides B2B and SaaS brands, Respona worked with Generation Iron, a fitness network that managed to boost its monthly organic traffic to 100K and increase DR to 59 with Respona’s help.
How much does Respona’s done-for-you service cost?
Minimum project size
The final order value depends directly on:
- Publisher quality tier
- The add-ons, like publisher pre-approval and the project’s deadline
However, Respona has ongoing discounts based on your order’s size. For example, for a $10K/month order, you get a 30 percent discount.
Image Source: respona.com
The discount goes up to 60 percent for an $80K/month order, which is a better deal than most digital PR consultancies can offer.
Let’s get back to LLMO agencies.
3. Exceed SEO
Exceed SEO is a B2B SaaS-focused and content-growth agency.
Source: exceedseo.com
The agency’s positioning is about modern commercial search optimization. It’s not pure LLMO, but rather AI engine optimization as a part of a more holistic search engine optimization approach.
Therefore, the agency’s main focus is not to simply count AI citations but to make sure they impact revenue-defining factors, such as conversions, SQLs, and trials.
How does that shape Exceed SEO’s services?
Services
Exceed SEO offers:
- Revenue-first SEO/GEO
- Content strategy and production
- Backlinks and digital PR
- Ongoing tracking and optimization
- Google Ads campaigns
Here’s how each of these services applies to LLMO:
The agency’s revenue-focused positioning also impacts the content strategy it develops for its clients, doubling down on commercial intent and impact.
This makes Exceed SEO a good fit if your brand needs more bottom-of-the-funnel content (e.g., competitor comparison pages).
What else defines the agency’s client profile?
Let’s take a look.
Who is it for?
Exceed SEO typically works with:
- B2B SaaS and tech companies.
- Growth-stage and mid-market brands.
- Pipeline and revenue-focused marketing teams.
- Clients willing to work on 30-day rolling contracts (renewable month-to-month agreements).
An example of a client fitting these criteria is a Finnish construction SaaS company Buildbite, which saw a 5,300 percent increase in website traffic, got 60+ conversions a month, and turned SEO/GEO into its #1 revenue channel.
Exceed SEO can do the same for you at a very reasonable price.
Minimum project size
$5,000+
Exceed SEO also does hourly work, charging from $100 to $149 an hour.
Image Source: Clutch
The next agency on our list is one of the industry’s old-timers.
4. Forwardify
Forwardify is a seasoned web development, design, and organic growth agency.
Source: forwardify.com
The agency has a standalone LLMO service focusing on improving a brand’s visibility on platforms like ChatGPT, Perplexity, Google Gemini, and Claude.
What does LLMO mean for Forwardify?
First and foremost, it’s about preparing content, entities, and focusing on structured data for large language models. The agency scrupulously tests and tracks prompts to make sure LLMs have an aligned vision of your brand.
How does LLMO intertwine with the rest of Forwardify’s offering?
Let’s take a look.
Services
Forwardify offers a full digital marketing stack, helping brands with:
- Content creation
- Conversion rate optimization
- Domain registration
- Electronic form preparation
- Generative engine optimization
- Email mailboxes
- Email marketing
- Search engine optimization
- Social media management
- Website design
- Website development
- Website hosting
- Website maintenance
- Website rebuilds
Here’s how each of these services impacts LLMO:
Such an offering is great for companies looking for a partner to help with a comprehensive and future-proof digital marketing strategy rather than LLMO alone.
Let’s review other eligibility criteria.
Who is it for?
Forwardify is ideal for:
- Small to midsize businesses
- Local and regional companies
- Brands that need to build digital presence from the ground up
- Businesses with developing budgets for growth
Unfortunately, the website doesn’t include any case studies, but the services make it clear that Forwardify mostly works with small businesses rather than enterprises.
How much do the agency’s services cost?
Minimum project size
There is no public record of Forwardify’s minimum project size.
However, the website lists pricing on some pages.
For example, the cost of website maintenance services starts at £49.
Let’s move on to the next agency.
5. TrySEO
TrySEO is an SEO and GEO agency working mostly with midsize businesses.
Image Source: tryseo.de
The agency lists LLMO as one of its core services. However, it’s not a separate offering but rather a part of a larger growth playbook that also includes SEO and GEO.
What makes TrySEO’s approach to LLMO stand out is its no–AI hallucinations policy. The agency’s offering specifically includes reducing variance and misinformation in AI output—something not many LLMO agencies can promise.
Let’s see how that integrates with the rest of the services.
Services
TrySEO breaks down its services into two categories:
- SEO and GEO
- Website services
Let’s see what each entails and how it aligns with LLMO.
It’s important to highlight that TrySEO is a boutique agency, meaning that its services are tailored to a client’s specific needs.
Let’s see what makes a business eligible to work with this agency.
Who is it for?
TrySEO usually works with:
- Midsize B2B companies
- Businesses looking to improve visibility
- Brands with strategic marketing goals
- Companies ready for long-term partnerships
A great example of an eligible client is Poseidon Expeditions, a company offering Arctic and Antarctic cruises. TrySEO helped it get a significant boost in AI mentions across AI models and drive 85.7 percent of AI traffic from ChatGPT.
How much do the agency’s services cost?
Minimum project size
Clutch doesn’t disclose TrySEO’s pricing.
However, a dedicated SEO and GEO support page shares the agency’s service packages:
Image Source: tryseo.de
In turn, the agency’s LLMO offer includes three packages:
Image Source: tryseo.de
The workshop bundle is great if you want to do LLMO in-house but still need some guidance.
Let’s move on to the next agency.
6. Kadima Digital
Kadima Digital is a full-service digital marketing agency focusing on data-driven campaigns.
Source: kadimadigital.com
The agency embeds its LLMO service into a broader growth strategy alongside SEO and content marketing.
However, what highlights Kadima Digital’s approach to LLMO is the focus on machine-centric visibility audits. This way, the agency makes sure it has an informed and data-backed foundation to work from.
Let’s see how Kadima Digital’s LLMO offering integrates with other services.
Services
Kadima Digital offers five service packages:
- SEO campaign management (includes LLMO)
- PPC campaign management
- Social media management
- Email marketing management
- Content writing services
Each service is an integral part of the agency’s playbook and thus has a direct impact on LLMO.
You’ll benefit from the agency’s services the most if you need support with multi-channel growth rather than a one-off project.
Speaking about that, let’s see which businesses would benefit from working with Kadima Digital the most.
Who is it for?
Kadima Digital’s ideal client is someone who:
- Is focused on growth
- Comes from a small or midsize business
- Is ready for strategic investment
- Has clear business goals
- Has or is building an online presence
A good example is a beauty brand (Kadima Digital doesn’t include names in case studies) that saw a 108 percent increase in organic revenue in just eight months of working with the agency.
And it most likely didn’t cost the brand much, given the agency’s affordable pricing.
Minimum project size
$1,000+, with an hourly rate ranging from $50 to $99 an hour.
Image Source: Clutch
Digital strategy, social media marketing, and web design are the agency’s most pricey services, with the cost getting as high as $200K per project.
7. Digitalike
Digitalike is an SEO agency that does LLMO as a part of a complex search optimization strategy.
Image Source: digitalike.de
The agency doubles down on both traditional SEO and emerging growth channels, viewing them as an integral whole rather than separate targets.
So, LLMO usually isn’t a one-off project—the agency approaches it holistically, with other growth channels in mind.
Let’s see how it translates into services.
Services
Digitalike offers:
- SEO services: consulting, off-page, local SEO.
- Artificial Intelligence services: GEO, AI SEO, Google’s AI Overview Ranking Checker (tool).
- Content services: digital PR, content creation, content optimization.
- Reddit marketing.
How do these services connect with LLMO?
Given that LLMO is integrated into the agency’s larger offering, Digitalike is mostly for those who want someone to build, strategize, and run an entire digital marketing and growth plan.
Let’s see the other eligibility criteria.
Who is it for?
Digitalike is a perfect growth partner for:
- Companies that want sustainable digital visibility
- Brands that need both SEO and AI optimization
- Brands that need a customized approach to growth
The best part is that there are no limits when it comes to industries—Digitalike’s client portfolio is quite diverse.
One of the agency’s biggest case studies is the work done for A1 Digital, a European technology service provider. Digitalike helped the company reach a 400 percent increase in YoY traffic, get more qualified leads, and earn top visibility in LLMs.
Let’s see if we can find out the pricing for Digitalike’s services.
Minimum project size
The agency doesn’t disclose its pricing publicly.
It does offer a free consultation, which then helps it determine a customized price for a client’s individual needs.
Let’s move on to the next agency on the list.
8. OGM
OGM (Organic Growth Marketing) is an agency that specializes in organic search visibility and content performance.
Image Source: marketingog.com
Although the agency’s offering doesn’t specifically name LLMO as part of its services, its SEO and content marketing work impact the LLMO outcomes.
And there’s a good reason for it: search engine optimization and a buyer-centric content strategy impact a brand’s credibility, which, in turn, indirectly impacts its visibility in AI-powered search engines.
Let’s take a closer look at OGM’s services to see how each of them contributes to successful LLMO.
Services
OGM’s offering includes:
- SEO
- Product marketing
- UX design
- Brand narratives
- Website architecture
- Brand mentions
In turn, each of these services impacts LLMO in the following way:
It’s important to mention here that OGM’s offering is boutique and a better fit for those seeking a more personalized approach.
Let’s see who else can benefit from working with this agency.
Who is it for?
OGM’s typical client usually is:
- Brands looking for organic-first, not paid growth
- Companies ready for long-term cooperation
- Businesses that already have an existing marketing foundation
- Brands looking to build authority through content
It’s worth noting that OGM works with some high-profile clients, like Hotjar and Ramp.
According to OGM’s homepage, the agency helped Hotjar grow its organic traffic from 100K to 400K in over six years of cooperation, and Ramp grew its organic visits from under 20K to over 60K a month in just two years.
Minimum project size
The agency doesn’t disclose its pricing publicly, but given the names on OGM’s client list and the results they’ve achieved, we’re pretty sure it’s worth the investment.
Let’s discuss the next agency on our list.
9. Keycode Digital
Keycode Digital is a digital marketing and web development agency working mostly with industrial-level companies.
Image Source: keycodedigital.com
The agency’s offering includes LLMO, but Keycode Digital labels it as LLMO SEO, emphasizing that LLMO is not a separate service but an integrated part of a larger SEO offering.
This means that the agency’s focus remains on organic search and extends to AI visibility with the emphasis on content rather than technical optimizations.
Let’s see how it translates into Keycode’s services.
Services
Keycode Digital’s service portfolio includes:
- SEO
- Web development
- SEM
- Digital marketing
- Branding
Here’s how each of these services supports LLMO:
Keycode Digital is also a certified partner of Semrush, which means the agency has full access to Semrush’s advanced toolkit. It also partners with Wix and 1CI ERP software solutions that automate business management.
Who would benefit from all these options?
Let’s find out.
Who is it for?
Keycode Digital usually works with:
- Companies with a strategic growth budget
- Businesses seeking strong online visibility
- Brands with e-commerce websites or digital products
- Businesses seeking support with multi-channel growth
Most brands that work with Keycode Digital are industrial-level enterprises or are planning to expand to international markets.
A good example of such a brand is Aerolift, a company that rents and sells lifting platforms and forklifts. The agency helped the firm with on-site optimization that significantly contributed to the company’s online visibility.
Minimum project size
Unfortunately, the information on costs for Keycode Digital’s services is not public, which means the price will vary based on your industry, services needed, and product size.
Let’s move on to the last agency on our list.
10. Pico Digital
Pico Digital is a boutique digital marketing agency specializing in AI visibility and working mostly with startups and small-to-midsize enterprises.
Image Source: picodigital.ai
What makes Pico Digital stand out from the LLMO crowd is how it approaches content optimization.
The agency emphasizes the importance of content structuring with embedded brand signals.
It also recognizes analytics and real-time tracking as a part of LLMO’s success, tailoring the strategy according to what is shown in sentiment and authority signals in the LLM output.
Let’s see how the rest of the agency’s services impact LLMO.
Services
Pico Digital offers:
- SEO strategy
- Technical SEO
- Blog and off-site SEO
- Mobile SEO
- GEO
- AEO and content
- PPC
- LinkedIn ads
- Paid social media ads
- Google Ads
- Social media management
Each of these services has a role to play in large language model optimization:
Remember—the agency’s offering is mostly tailored to startups and small-to-medium enterprises, so not every business will benefit from working with it.
Who will?
Let’s take a look.
Who is it for?
Pico Digital’s usual client is:
- A business operating in a SaaS, tech, professional services, e-commerce, or B2B industry.
- A growth-oriented brand.
- A company with existing digital channels.
- Organizations seeking help with an AI-forward content strategy.
A great example of such a client is InfinityQ, the company behind a quality intelligence software tool for manufacturers. Pico Digital helped it drive a 160 percent increase in conversions and a 40 percent boost in organic growth.
How expensive is it to work with this agency?
Let’s find out.
Minimum project size
$1,000+, according to Clutch.
Image Source: Clutch
The agency’s pricing page also mentions prices for different packages:
- Paid media management: from $2,000 a month
- Search engine optimization (including LLMO): from $2,000 a month
- Organic social media: from $1,000 a month
- Content marketing: from $200 a month
- PR services: $400 a month + partner distribution fees
- Email marketing: from $700 a month.
Now that we’re done reviewing these LLMO agencies, let’s move on to some frequently asked questions.
What Are the Best LLMO Agencies for Startups?
The best LLMO agencies for startups should:
- Have strong fundamentals in SEO and content
- Be an expert in entity building
- Offer lightweight, startup-friendly execution
- Understand early-stage positioning and category creation
- Be adaptable to fast change
These criteria make Minuttia, Pico Digital, and Digitalike the top agencies for startups.
Here’s a comparison table showing where these agencies win and others lack.
| Agency | Startup Fit ★ | What makes it good for startups (or where it lacks) |
| Minuttia | ⭐⭐⭐⭐⭐ | Excellent for startups: Strategy-first AEO/LLMO approach, strong human-led content, narrative clarity, and focus on being cited in AI answers. Especially strong for B2B SaaS startups building category authority early. |
| Pico Digital | ⭐⭐⭐⭐⭐ | Excellent for startups: Explicit AEO + LLMO execution, AI-answer-ready content, AI visibility metrics, and off-site authority building (PR, citations). Very effective for early AI traction. |
| Digitalike | ⭐⭐⭐⭐⭐ | Excellent for startups: Clear GEO/LLMO positioning, measurable AI visibility testing, pragmatic execution, and flexible boutique delivery ideal for fast iteration. |
| Exceed SEO | ⭐⭐⭐⭐ | Very good for startups: Revenue-focused B2B SaaS SEO with bottom-funnel and comparison content that LLMs frequently surface. Best for Series A+ SaaS teams. |
| Forwardify | ⭐⭐⭐⭐ | Very good for startups: Explicit LLMO service, entity strengthening, prompt testing, and full digital stack. Good fit for startups wanting AI visibility + site + CRO together. |
| Respona | ⭐⭐⭐⭐ | Very good for startups: Done-for-you outreach and digital PR that rapidly builds authority signals LLMs trust. Excellent execution layer for early startups. |
| TrySEO | ⭐⭐⭐ | High-quality boutique SEO + LLMO, but primarily designed for midsize B2B (KMU) and longer-term engagements rather than early-stage startups. |
| Kadima Digital | ⭐⭐⭐ | Broad, integrated digital marketing with LLMO elements, but less specialized in AI-citation visibility and startup-specific prioritization. |
| Keycode Digital | ⭐⭐⭐ | Strong regional and full-service digital offering, but LLMO is embedded within general SEO rather than purpose-built for startup AI discovery. |
| OGM | ⭐⭐ | Strong organic SEO fundamentals, but no explicit LLMO/GEO service or AI-visibility tracking. Startups would need additional LLMO support. |
What Are the Best LLMO Agencies for Enterprises?
The best LLMO agencies for enterprises should:
- Be able to build AI visibility at scale
- Possess advanced governance, compliance, and accuracy controls
- Offer LLMO-specific measurement and reporting
- Offer cross-market execution
- Build scalable content systems
Based on this list, the agencies that best fit enterprise-level LLMO projects are Minuttia, OGM, Digitalike, and Pico Digital.
| Agency | Enterprise Fit ★ | What makes it good for enterprises (or where it lacks) |
| Minuttia | ⭐⭐⭐⭐⭐ | Excellent for enterprises: Strategy-first AEO/LLMO, strong narrative and authority control, deep topical systems, and experience with mature B2B SaaS/tech brands. Well-suited for governance-heavy, long-term AI visibility programs. |
| OGM | ⭐⭐⭐⭐⭐ | Excellent for enterprises: Strong organic growth strategy, buyer-centric content frameworks, and authority-led SEO foundations that enterprises rely on. Particularly strong where LLMO is treated as an extension of enterprise content and brand trust strategy. |
| Digitalike | ⭐⭐⭐⭐⭐ | Excellent for enterprises: Explicit GEO/LLMO services, AI visibility measurement, entity-focused SEO, and experience with large brands. Strong fit for enterprises needing measurable AI inclusion across regions. |
| Pico Digital | ⭐⭐⭐⭐⭐ | Excellent for enterprises: Advanced AEO + LLMO execution, off-domain authority building (PR, citations), AI-visibility metrics, and multi-channel integration. Strong for enterprises competing for AI answer ownership. |
| Exceed SEO | ⭐⭐⭐⭐ | Very good for enterprises: Revenue-focused B2B SaaS SEO with strong bottom-funnel and comparison content that LLMs frequently surface. Best for SaaS enterprises focused on pipeline impact. |
| Forwardify | ⭐⭐⭐⭐ | Very good for enterprises: Dedicated LLMO service, entity strengthening, prompt testing, and full digital delivery stack. Good fit for enterprises wanting AI visibility plus SEO, web, and CRO under one partner. |
| Respona | ⭐⭐⭐⭐ | Very good for enterprises: Scalable digital PR and outreach that strengthens off-domain authority signals LLMs trust. Excellent complement to in-house or agency-led LLMO programs. |
| TrySEO | ⭐⭐⭐ | High-quality boutique SEO + LLMO with strong accuracy control, but primarily oriented toward midsize B2B rather than large, multi-market enterprises. |
| Kadima Digital | ⭐⭐⭐ | Broad integrated digital marketing with LLMO elements, but less emphasis on enterprise-grade AI governance, entity systems, and LLM-specific reporting depth. |
| Keycode Digital | ⭐⭐⭐ | Strong regional and full-service capabilities (LatAm) but LLMO is embedded within general SEO rather than purpose-built enterprise AI visibility programs. |
What Are the Best LLMO Agencies for B2B SaaS Companies?
The best LLMO agencies for B2B SaaS companies should:
- Have a deep understanding of the B2B SaaS buying process
- Offer a product- and category-aware content strategy
- Have knowledge of entity and brand modeling
- Offer human-led, AI-assisted execution and AI-specific measurement
- Have a revenue-first mindset
This list makes Minuttia, OGM, and Respona the best LLMO agency picks for B2B SaaS businesses.
| Agency | B2B SaaS Fit ★ | What makes it good for B2B SaaS (or where it lacks) |
| Minuttia | ⭐⭐⭐⭐⭐ | Excellent for B2B SaaS: Strategy-first AEO/LLMO, deep understanding of SaaS categories, positioning, comparisons, and narrative control. Strong at building AI-visible authority that supports demos, trials, and long-term category leadership. |
| OGM | ⭐⭐⭐⭐⭐ | Excellent for B2B SaaS: Buyer-centric content strategy, organic authority building, and strong SaaS research mindset. Very effective where LLMO is treated as an extension of content trust, thought leadership, and organic demand creation. |
| Respona | ⭐⭐⭐⭐⭐ | Excellent for B2B SaaS: Scalable digital PR and outreach that builds third-party authority, comparisons, and mentions LLMs rely on. Ideal for SaaS companies competing in ‘best tools / alternatives / comparisons’ AI answers. |
| Exceed SEO | ⭐⭐⭐⭐ | Very good for B2B SaaS: Revenue- and pipeline-focused SEO, strong bottom-funnel and comparison content that LLMs frequently surface. Best fit for Series A+ SaaS teams optimizing for SQLs and ARR. |
| Pico Digital | ⭐⭐⭐⭐ | Very good for B2B SaaS: AEO + LLMO execution, AI-answer-ready content, off-site authority building, and AI visibility metrics. Strong for SaaS brands aggressively targeting AI answer inclusion. |
| Digitalike | ⭐⭐⭐⭐ | Very good for B2B SaaS: Explicit GEO/LLMO services, AI visibility testing, and entity-focused SEO. Especially strong for EU-based or multi-market SaaS companies needing measurable AI presence. |
| Forwardify | ⭐⭐⭐⭐ | Very good for B2B SaaS: Dedicated LLMO service, entity strengthening, prompt testing, and full-stack delivery (SEO + site + CRO). Useful for SaaS companies wanting AI visibility plus conversion optimization. |
| TrySEO | ⭐⭐⭐ | Strong technical SEO + LLMO and accuracy focus, but primarily oriented toward midsize B2B (KMU) rather than fast-scaling or category-creating SaaS companies. |
| Kadima Digital | ⭐⭐⭐ | Broad integrated marketing with LLMO elements, but less specialized in SaaS buyer journeys, competitive comparisons, and product-led AI discovery. |
| Keycode Digital | ⭐⭐⭐ | Solid SEO and digital execution with AI awareness, but LLMO is embedded in general marketing rather than purpose-built for B2B SaaS categories and comparisons. |
How to Choose an LLMO Agency?
Choosing an LLMO agency is about finding a partner that will make your brand discovered, understood, and cited by LLMs and tie the results to real business outcomes.
Thus, when choosing the right LLMO agency for you, this is what you’re looking for:
- Specialization: The agency understands how large language models find, interpret, and reuse information and can explain it.
- Services offered: It provides AI visibility audits, AI-friendly content structuring, entity and authority building, ongoing testing, and AI-specific reporting.
- Results: It demonstrates increased visibility and accurate representation in AI-generated answers, tied to real business impact rather than vanity metrics.
- Reviews: It has credible testimonials that reference strategy, expertise, and outcomes.
- Pricing: It prices for strategic, ongoing work with clear scope and transparency, not one-off or volume-based ‘LLMO packages.’
Do not hire the agency if it guarantees AI placements, offers no visible AI measurement, ties AI visibility to content only, or offers one-size-fits-all packages.
What Types of Services Do LLMO Agencies Offer?
Each LLMO agency offers different services based on its specialization and expertise.
Some common services LLMO firms offer are the following:
- AI visibility and citation audit
- AI-friendly content structuring
- Entity and brand modeling
- Authority and signal building
- LLMO strategy and roadmap
- Ongoing AI testing and iteration
- AI-specific reporting
Nice-to-have add-ons include:
- Digital PR and outreach
- Prompt testing
- Multilingual LLMO
- Hallucination monitoring and correction
It’s also useful if an agency offers LLMO workshops to support internal marketing teams.
What Is the Difference Between an LLMO Agency and a GEO Agency?
The main difference between LLMO agencies and generative engine optimization (GEO) agencies is that:
- LLMO agencies help your brand become machine-readable, i.e., ensure AI understands your brand
- GEO agencies focus on helping your brand appear in AI search, i.e., make sure AI cites your brand.
Here’s a deeper look into the differences between LLMO and GEO agencies.
| Aspect | LLMO Agencies | GEO Agencies |
| Primary goal | How AI models understand, trust, and reuse a brand’s information | Getting brands to appear in AI-generated answers and AI search interfaces |
| Core question they solve | ‘Do LLMs understand who this brand is and can they safely reference it?’ | ‘Is this brand showing up in AI answers for relevant queries?’ |
| Strategic role | Foundational, long-term AI visibility and credibility | Tactical, surface-level AI answer visibility |
| Main services | Entity modeling, AI-friendly content structuring, authority building, hallucination control | Answer-format optimization, query targeting, prompt testing, AI surface placement |
| Relationship to SEO | Adjacent to SEO but not ranking-driven | Often SEO-adapted for AI-answer surfaces |
| Time horizon | Long-term and durable | Short- to mid-term, faster wins |
| Durability of results | High: improves AI understanding across models | Medium: can decay without strong LLMO foundations |
| Measurement | Accuracy, consistency, citations, sentiment in AI responses | Frequency of AI answer inclusion and visibility |
| Risk profile | Lower risk, focused on correctness and trust | Higher risk if done without LLMO (visibility without understanding) |
| Best fit for | Brands building lasting AI authority and controlled representation | Brands prioritizing rapid AI answer exposure |
| Typical clients | B2B SaaS, enterprises, regulated or complex brands | Content-heavy sites, publishers, demand-gen teams |
What Is the Difference Between an LLMO Agency and an AEO Agency?
The main difference between LLMO agencies and answer engine optimization (AEO) agencies is that:
- LLMO agencies focus on how AI models understand, trust, and reuse information about a brand.
- AEO agencies help your brand appear in direct answers (featured snippets, voice search, AI answers).
Let’s explore more differences between the two.
| Aspect | LLMO Agencies | AEO Agencies |
| Primary goal | How AI models understand, trust, and reuse a brand’s information | Getting content selected as direct answers to specific questions |
| Core question they solve | ‘Does AI understand who this brand is and can it safely reference it?’ | ‘Is this page the best short answer to this question right now?’ |
| Strategic role | Foundational, long-term AI credibility and visibility | Tactical, output-focused answer visibility |
| Main services | Entity modeling, AI-friendly content structuring, authority building, hallucination control | FAQ creation, snippet optimization, schema, short-form answer formatting |
| Level of optimization | Model / knowledge layer (semantics, entities, trust signals) | Output / format layer (answers, snippets, voice responses) |
| Relationship to SEO | Adjacent to SEO but not ranking-driven | Direct extension of SEO and featured snippet optimization |
| Durability of results | High: improves AI understanding across models and surfaces | Medium: placements can change quickly |
| Measurement | AI citations, consistency, sentiment, correctness | Answer placements, snippet ownership, visibility |
| Risk profile | Lower risk, trust-first approach | Higher risk if authority and context are weak |
| Best fit for | B2B SaaS, enterprises, complex or regulated brands | Content-heavy sites, publishers, quick-win strategies |
| Typical outcomes | Correct brand representation and repeated AI references | ‘Answer box’ wins and short-form answer exposure |
Wrapping Up
LLMO agencies have an important job on their hands.
Since search optimization is no longer just about the rankings, it’s their job to make sure your brand is recognized and brought forward, ahead of the competition.
But not every LLMO agency can do that job for you (even though they all might claim they can).
You should look for the one that truly understands the role of LLMO in brand visibility and has a proven track record of successful case studies.
Want to save yourself the pain of searching for the one that you’ll click with right away?
Minuttia is here to help you get started with LLMO.
