GEO agency · Search & AI visibility
Turn your expertise into clearer signals for search and AI. We start with real buyer research, then build useful content and measure what changes.
How should a B2B SaaS team evaluate a GEO partner?
Sources
Questions buyers ask AI
Selected brand experience across our team
Spanning search, community and growth projects.
50 → 300
Monthly GEO inquiries
B2B manufacturing · 3 months
~2% → 47%
Reported AI visibility
US home & renovation · 12 months
6.79×
AI citations vs. starting snapshot
Car rental · Jul → Sep 2026
401%
Overall conversions, indexed
Consumer goods · June = 100%
PROJECT-REPORTED RESULTS FROM PAST TEAM ENGAGEMENTS · CLIENTS ANONYMIZED
How to read each figureResearch behind the work
Published research helps us decide what to measure. These findings are industry context; visibility, website visits, and inquiries still need to be tracked separately for your business.
CLICK RATE ON TRADITIONAL RESULTS
8% vs 15%
In Pew Research Center’s March 2025 U.S. browsing panel, visits with a Google AI summary led to a traditional-result click 8% of the time, compared with 15% without one.
900 U.S. adults; 68,879 unique Google searches. Observational findings, not a forecast for your site.
Pew Research Center · July 22, 2025AI IN ONLINE SHOPPING
38%
In Adobe’s 2025 survey of 5,000 U.S. consumers, 38% reported using generative AI for online shopping.
U.S. consumer survey, published August 2025. This is not a global adoption rate or a B2B buyer estimate.
Adobe · August 21, 2025SEO and GEO, side by side
The two overlap more than they differ: both depend on pages that can be crawled, understood and trusted. GEO adds a new question — when an assistant answers your buyer, does it know you, and does it cite you?
Selected results
Our team’s GEO experience across manufacturing, consumer goods and home products. Each project used its own measurement scope and period, so we show how to read every figure.
All results on one scale · starting point = 1×
YES Rentals · On-site SEO + AI visibility
On-site SEO for a New Zealand car rental business, documented alongside dated snapshots of its presence in AI search.
6.79×
AI citations vs. the starting snapshot
Read the case study47 → 319 · 17 Jul 2026 → 2 Sep 2026
Three measures of AI visibility · dated snapshots
Snapshot counts, not monthly totals. They don’t measure recommendation rate, visits or inquiries. The source doesn’t identify the tool, platforms or question set, or show that SEO alone caused the change.
B2B · Machinery manufacturing · 3 months
50 → 300
monthly GEO inquiries
B2C · US home & renovation · 12 months
Each square is one in a hundred commercial prompt clusters (200+ tracked).
B2C · Consumer goods · June–November
Before · June
Company facts conflicted and structured data was missing.
100%
During
Crawler access, brand facts and structured data.
3
After · November
AI clicks reached 203% of June.
401%
6
Looki · Reddit beta recruitment
reported beta sign-ups per Reddit post. Scenario-led Reddit posts connected wearable use cases with an invitation to try the product and share feedback.
Reported result from this campaign — not a forecast for other projects.
SpeakON · Reddit marketing
Research, useful content and consistent participation — a practical route to product discovery in the communities that matter.
Results reported from past team engagements, using each project’s own measurement scope and period. Clients anonymized.
Discuss a similar projectAnatomy of a citable page
No one controls which sources an AI answer uses. We can make your page the clearest, best-supported answer to the question. These are the seven parts we check on every brief.
Choose your starting point
Begin with an evidence-led audit when the problem is unclear. Choose ongoing GEO work when your team is ready to improve content, business information and website foundations.
Define the buyer-question sample, review answers and cited sources, inspect the relevant pages and receive a prioritized action record.
Explore the auditTurn agreed questions and evidence into useful pages, community work, technical recommendations and a transparent review rhythm.
Explore GEO servicesOngoing GEO delivery, every month, once the first month of research, diagnosis and pilot work is complete. That first month is scoped separately.
30
Buyer questions clustered by intent, each assigned to a destination page and the evidence it needs.
30
Briefed, written and fact-checked against approved product information before your team publishes.
20
Useful contributions to relevant threads, written to help the reader rather than to advertise.
10
Short videos prepared around the same priority questions, so the answer exists in more than one format.
Inside a GEO engagement
Explore the research, recommendations, and content plans that turn buyer questions into practical next steps.
Sample deliverables
Illustrative examples, not client results.
A practical starting point for understanding how your business can become a useful source in AI answers.
An opportunity map with clear recommendations
Map the questions people ask when researching your category.
Prioritized question set
Review how clearly existing pages answer those questions.
Page-level recommendations
Check claims, author information, and supporting references.
Evidence and source checklist
Define a consistent prompt set to examine answers over time.
Repeatable review framework
A closer look at the work
See how Semanta could structure a brief for SaaS, apps and commerce. This illustrative engagement describes proposed work for an assumed scenario. It is not a completed client engagement and reports no measured results.
B2B SaaS
A question that shapes the brief
Which approval tools connect to our existing CRM without custom development?
Illustrative engagement
From comparison questions to a qualified demo.
Proposed scenario. No completed client engagement or measured results.
Explore the brief
B2C app
A question that shapes the brief
Which travel app lets friends edit the same itinerary?
Illustrative engagement
From a travel question to a useful first session.
Proposed scenario. No completed client engagement or measured results.
Explore the brief
DTC commerce
A question that shapes the brief
How do I choose between two bag sizes for a weekend trip?
Illustrative engagement
From product suitability to an informed purchase.
Proposed scenario. No completed client engagement or measured results.
Explore the briefSee the working rhythm behind these proposed engagements.
Explore the 90-day programOur process · first 90 days
One shared plan, practical priorities, and work you can see. Each stage has an owner, a review point and a defined handoff.
Research your market, product, and real customer questions. Build a prioritized question set around the decisions that matter to your buyers.
Establish an AI visibility baseline, study relevant competitors and cited sources, and review the technical foundations of your website.
Create articles and community contributions, prepare YouTube publishing, and give your team clear website recommendations within an agreed delivery plan.
Stay aligned through weekly conversations and a written monthly review. Revisit AI visibility, published work, and the next content priorities.
INDICATIVE SCHEDULE IN WEEKS. FINAL SCOPE AND DELIVERY DATES ARE AGREED BEFORE KICKOFF.
The people behind the work
Yiwei builds GoGlobal and Volumn. Devy focuses on overseas GEO and SEO. Bring your product, your market, and your questions to a direct conversation with the team.
Explore our product work and research, then decide where we can help your business.
Meet the teamWhy work with us
A practical growth partner for brands building visibility across search, AI answers, and communities.
Your market, product, and customer questions shape the research. Every content priority starts with a buying decision.
Our research approachOur experience includes GoGlobal and Volumn, spanning GEO diagnosis, Reddit research, and X growth.
Explore our product experienceCrawlability, site structure, and useful content sit alongside a focused plan for AI answers and their sources.
See our SEO servicesWork directly with Yiwei and Devy, the team introduced on our About page. Semanta combines buyer research, content delivery, and review in an agreed plan. Weekly working conversations keep priorities clear, while a written monthly report records completed work, AI answer observations, and the next actions for your team.
Meet the peopleInsights
Practical notes on search, AI discovery, and websites that start better conversations.
GEO / DTC
Choose a new DTC brand’s first discovery investment. Compare Sementa product content, Yotpo review collection and Reboot digital PR by the evidence available.
Read articleGEO / DTC
Compare Shopify native AI features, StoreSEO and Sementa. Choose work around channel eligibility, bulk page edits and evidence-backed product content.
Read articleGEO / DTC
Compare GEO services for DTC fashion brands. Evaluate shopping questions, product evidence, catalogue work, external content and the partner your team needs.
Read articleQuestions
Generative engine optimization (GEO) helps AI-powered search understand your business, expertise, and answers to buyer questions. Search engine optimization (SEO) helps search engines discover and understand your pages. Semanta plans both around useful content, accessible pages, clear business information, and evidence. Actual mentions, citations, and website visits are measured separately.
Yes. Semanta can scope an engagement around AI search visibility and content. The initial review also checks indexing, crawler access, and relevant SEO foundations, because these can affect whether your pages are available as sources. Your proposal identifies the work, who implements website changes, and how progress will be reviewed.
Semanta’s GEO engagement starts with buyer research, an AI visibility baseline, and analysis of 3–5 relevant competitors. The ongoing monthly plan includes 30 topic groups, 30 articles, 20 Reddit comments, 10 YouTube publications, and written reporting. First-month research and pilot work are scoped separately. Your team approves product claims, publishes site content, and implements website changes.
Semanta prices each engagement according to the website, target markets, research, content, and implementation scope. Send your website, priority markets, buyer questions, and goals to request a tailored proposal. The written proposal confirms fees and responsibilities before work begins. An initial inquiry does not commit you to a paid project.
No. Semanta does not guarantee search rankings, AI mentions, citations, or commercial results. Search engines and AI systems determine their own answers and sources. We commit to the agreed delivery scope, transparent work, and reporting that records the question sample, platforms, dates, and observed results separately from assumptions.
Tell us about your business, your buyers, and what you want to change. Let’s find the right place to start.
