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New · 2026

AI Search Visibility

AI Overviews, Perplexity, ChatGPT Search, and Gemini are answering questions your customers used to click search results for. We audit your brand presence in generated answers, identify the structural and content gaps that keep you out, and build a programme to get you cited — consistently.

748%
Median 3-year ROI on strategy-led SEO engagements.
Source · Firstpagesage, 2023
−55%
Lower cost per lead versus paid search — once organic compounds.
Source · 400-company benchmark, 2024
18mo
Average engagement length — because strategy compounds quarterly.
Source · Internal · 2025

What is changing — and why it matters now

AI search is not replacing traditional SEO. It is adding a layer on top of it where a single generated answer can absorb the clicks that previously went to positions 1 through 5. Early data shows AI Overviews reduce click-through rates by 15–30% on informational queries — the queries that have historically driven the top of funnel for most content programmes. Being cited in those answers is the new position one.

AI visibility audit

Systematic sampling of your target queries across Google AI Overviews, Perplexity, ChatGPT Search, and Gemini. We record which sources are cited, how your brand is mentioned, and where competitors are being pulled instead. Delivered as a gap map with citation frequency scores.

Content structure optimisation for extraction

AI models extract content that is well-structured, directly answers a specific question, and comes from a source they have already indexed with high confidence. We rewrite and restructure your highest-potential pages — adding summary blocks, FAQ schema, definition patterns, and explicit claim formatting — to maximise extraction probability.

Schema and structured data programme

FAQ, HowTo, Article, Organization, and Speakable schema implemented and validated across your highest-traffic pages. Structured data is the clearest signal to AI crawlers about what a page definitively answers — we treat it as infrastructure, not an afterthought.

Brand mention and authority signal monitoring

Ongoing tracking of how your brand is described in AI-generated answers — sentiment, accuracy, and frequency. Misinformation in AI answers about your brand or products flagged and addressed through source correction and content clarification.

Third-party citation and authority building

AI models heavily weight sources that are already cited by other authoritative sources. We identify the publications, directories, and data sources that feed the models covering your industry and build a targeted programme to get your brand, data, and original research cited there.

How the programme runs

Month 1

Audit and baseline

Full AI visibility audit across your target query set. Citation frequency baseline established. Top 20 pages scored for extraction readiness. Schema inventory completed. You receive a prioritised action list before any retainer work begins.

Months 2–3

Structural optimisation

High-priority pages restructured for extraction, schema deployed, and the first wave of third-party citation work begins. Citation frequency checked monthly against the baseline.

Month 4 onwards

Expansion and monitoring

Citation gains consolidated, new query sets added, and brand mention monitoring running continuously. Monthly report covers citation rate, accuracy of AI-generated brand descriptions, and share-of-voice versus named competitors.

Who this is for

Good fit
  • SaaS and software companies whose category and comparison queries are already generating AI Overviews
  • Finance, legal, and health brands where AI answers are replacing informational click traffic
  • E-commerce brands losing top-of-funnel traffic to AI shopping summaries
  • Any business where a competitor is being cited in AI answers instead of them and they want to understand why
Poor fit
  • Businesses in hyper-local verticals where AI search has minimal penetration
  • Sites with fewer than 20 pages of substantive content — content volume is a prerequisite for extraction
  • Teams looking for guaranteed citation placements — AI model outputs cannot be directly controlled
Pricing

Three tiers, same method. Scope scales by channel count.

All tiers include quarterly LLM landscape reviews and the 90-day exit clause.

Tier Scope Cadence Monthly
Signal
Single-channel
1 LLM platform · up to 20 target queries Monthly $1,800 Book
Presence ★
Multi-channel, most popular
All major LLMs · schema programme · citation building Bi-weekly $3,800 Book
Authority
Full-ecosystem dominance
Unlimited channels · PR integration · embedded team Weekly $7,500+ Book
Questions

What clients actually ask before signing.

No hedging. If we don't know, we'll say so.

We run a structured query bank — typically 40–120 queries per engagement — and record whether your brand, domain, or specific claims appear in the generated answer. We track this monthly and index it against competitors in your category.
Meaningfully different in execution, complementary in intent. Traditional SEO targets crawlers and ranking algorithms. AI visibility targets language models trained on web corpora. Schema markup, citation density, and topical authority matter in both — but the optimisation signals diverge at the content structure level.
No — and anyone who does is selling air. LLMs are probabilistic. We can maximise the structural and citation signals that correlate with inclusion, but the model makes its own call at inference time. We guarantee methodology, cadence, and measurement — not individual model outputs.
Brand mention rate in third-party sources typically lifts within 60–90 days. Direct LLM citation in high-competition categories takes 3–6 months, depending on your current authority baseline and how frequently the model is retrained.
What clients say

Real results. Real words.

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I worked with Roman for over a year now on SEO related topics. He is an expert in the field, communicates clearly and works efficiently. I can most highly recommend him and look forward to working with him in the future.

LF
Leo Fankhänel

Roman is a seasoned professional in web analytics and search engine optimization. Hands-on, straight to the point, no bullshit. Roman knows Google Analytics inside-out and produces insights after spending a few hours exploring it. His analytical mindset combined with project management skills and experience in modern web technologies were the key to success in our collaboration. I can recommend Roman as the most friendly and customer-oriented SEO consultant I have ever met.

ZK
Zahhar Kirillov

Roman's expertise in SEO is amazing. Very systematic, efficient and — most importantly — delivers results. Pleasure to work with.

MK
Mark Kofman

Roman joined the Merj team as an SEO Consultant. He has an inquisitive mind and enjoys the challenging nature of technical auditing. Roman has helped create a number of processes that have supported the consulting team. He is a team player, helping others meet their goals as well as balancing his own deadlines.

RS
Ryan Siddle

Roman is a knowledgeable and experienced technical SEO, with an eye for inventive and creative solutions to tricky problems. He has an intuitive knack for software, scripting and coding that make him a real asset to work with. He is a great colleague to bounce ideas off and is always game for trying something new.

DH
David Hellowell

With years and years of SEO experience under his belt, Roman is truly an expert in technical SEO. One of his most valuable skills is not the deep familiarity with highly specific technical details itself, but Roman's ability to evaluate the importance of various tech issues based on overall business needs and goals. It was truly a pleasure to work with and learn from Roman.

MG
Martins Groza

I have enjoyed working with Roman for a while now, and I can confidently say he has exceptional knowledge and skills in SEO. If you need help with SEO, Roman is the person to talk to.

EA
Eimantas Aukštikalnis

There is not a single thing regarding SEO that Roman would not be familiar with. With vast experience and know-how, Roman will be up to the challenge of solving even the most difficult SEO issues, no matter the size of the website. A person who is truly interested in SEO, rather than just doing it for money.

JS
Janis Sarmulis

Roman's mastery of Technical SEO is truly impressive. We collaborated on several projects, and I was genuinely blown away — the outcome exceeded all expectations. His work ethic is outstanding, making it a true pleasure to work alongside him.

EV
Evelina Adomaityte

I have worked with SeoBro Agency. Roman is doing great work to help scale businesses through SEO. Very reliable service.

MM
M. Meraj Kaleem

Roman is a great expert, skilled with many different tools. His knowledge is broad and deep at the same time. For each issue, he had a particular software to research and inspect — what makes him stand out in the sea of SEO experts.

SL
Slobodan Ljubic
Next step

30 minutes on a call. No pitch deck. We'll tell you if we're a fit.

Come with your domain, top three competitors, and your revenue goal for the year. You leave with a diagnosis and a realistic 12-month outlook.