Fully managed AI visibility
Your enterprise AI visibility program.
CiteSurge takes responsibility for your AI visibility program, bringing strategy, content, technical improvements, and continuing measurement into one managed engagement.
Your program- Buyer strategyBuyer question map and market context
- Content and public sourcesWebsite pages and articles
- Website and agent readinessCrawler-by-page access map
- Specialist engineeringCompany relationship maps
- Measurement and directionLive dashboard and branded PDF and Markdown reports
Is it a fit?
Built around your business.
Built for businesses whose AI visibility crosses brands, markets, websites, and internal teams.
Several brands. One company story.
Bring parent companies, product brands, acquisitions, former names, and regional websites into a clear account of your business.
AI answers have the wrong picture.
Address outdated company facts, conflicting public sources, and important products or expertise that buyers are not finding.
Buyers need more than a mention.
Help AI systems find the right product, understand requirements, compare options, and guide buyers to the next step.
The work crosses several teams.
Give strategy, content, communications, web, and engineering one set of priorities and a team to lead delivery.
What we manage
What we manage. What you receive.
One team leads the whole program. The scope brings the work and its deliverables together.
Buyer strategy
We establish the buyer questions, markets, competitors, and company facts that shape the work.
- Buyer question map and market context
- Priority plan and company facts brief
Content and public sources
We recommend, improve, and produce the material your business needs, and address incorrect information in public sources.
- Website pages and articles
- Press releases and press kits
- Scripts, captions, and transcripts
- Public-source correction briefs
Website and agent readiness
We identify access, rendering, structure, and interpretation problems, then lead the technical improvements and follow-up checks.
- Crawler-by-page access map
- Source and technical improvements
- Implementation changes and follow-up checks
Specialist engineering
We work through complex company relationships, rebrands, market variants, and AI buyer journeys.
- Company relationship maps
- Corrections by brand and market
- Buyer-journey findings and improvements
Measurement and direction
We review how your business appears in AI answers, connect those observations to the work, and set the next priorities.
- Live dashboard and branded PDF and Markdown reports
- Scoped workspaces for brands, markets, questions, findings, and reports
- Eligible REST API and MCP access
- Continuing recommendations
In the platform
The platform behind the program.
The managed program runs on the CiteSurge platform, including these features.
Community Demand Intelligence
Turn the questions customers ask in your own community channels into demand themes and new prompts to track, starting with Discord.
You choose the channels and map them to your brands. CiteSurge groups recurring questions into themes for each brand and time window, and drafts prompts that stay switched off until you enable them. Messages are kept for 0, 7, 30 or 90 days, as you choose.
- Channel connection and scope confirmation
- Demand themes by brand and time window
- Prompt drafts you enable
- Export and delete now
PlanEnterprise
Buyer Agent Journey
Simulate a buyer task with an AI agent and see whether it finds the right product, plan and market, uses correct facts and sources, and stops at the right point.
You see every step the agent took, the sources it used, what it chose, where it failed and whether the result repeats on a later run. Each run reports seven results that are never folded into one score: completion, accuracy, required qualifiers, source quality, selection, safety and failure point.
- Seven results for each run
- Step-by-step decision detail
- A report in HTML and PDF
- Report files in the project export
Verified Change Lab
One history for every change: the problem found, the approved revision, who made it, how it will be measured, and the result.
Every result stays visible, including no detectable effect, a negative effect, a measurement gap or a reversal. A measured change does not by itself prove that one action caused it.
- A change-to-result history for each change
- Changes marked on the score trend
- Report, export, REST API and MCP access
Commercial Opportunity Forecast
Plan an opportunity with low, base and upside scenarios built from market demand and your own demand signals, then set the scenario against the result measured later.
Every assumption is visible, and you can adjust and approve it. The scenarios are modeled assumptions, not probabilities, and each one stays separate from what was measured.
- Low, base and upside scenarios
- Assumptions you can adjust and approve
- Scenario history
- Modeled scenario next to measured result
AI Crawler Analytics
CiteSurge reviews aggregate crawler activity and shows which documented AI crawlers reached the site and which pages they requested.
Upload your server logs and CiteSurge keeps the aggregate activity, not the raw log rows. Each crawler is labelled Verified network, Claimed identity or Needs verification, over a 30-day view.
- AI crawler activity over 30 days
- Pages each crawler requested
- A trust label for each crawler
PlanEnterprise
Site Updates
Turn selected Action Plan recommendations into website updates that your team reviews before anything goes live.
Each update shows its code change. With a GitHub connection, CiteSurge opens a pull request, and the change merges only when your team allows it.
- Reviewable updates with code changes
- GitHub pull requests
- Suggestions-only or pull-request access
PlanIncluded with Agency and Enterprise. Pro can add it.
Reports and white-label
Board-ready AI Visibility Reports in PDF and Markdown, a report library, comparison between runs, and white-label branding.
Each run exports to PDF and to findings in CSV or JSON, and the latest report also exports to Markdown. Agency and Enterprise reports can carry your logo, company name, accent colour and footer.
- The AI Visibility Report
- PDF, Markdown and findings in CSV or JSON
- Comparison between runs
- White-label branding
See every feature on the capabilities page.
On our own website
One company. Connected expertise.
Explore how our own company, a specialist, and his published work connect. Each has a clear identity, a dedicated page, and a visible relationship to the others.
Company
Operated by Brainjuice Labs LDA
CiteSurgeSpecialist
Lead AI Engineer
Dmitry ShmakovPublished work
By Dmitry Shmakov · Published by CiteSurge
ChatGPT visibility guide
Company identity
CiteSurge is operated by Brainjuice Labs LDA. The About page names the company and its legal operator.
Specialist expertise
Dmitry Shmakov's profile identifies his engineering role, his experience, and the guides attributed to him.
Connected published work
The ChatGPT guide links to Dmitry's profile. Its structured data identifies the same person as its author, with CiteSurge as publisher.
Working together
How we work with your team.
CiteSurge leads the program and coordinates delivery with the people who own your brand, content, and technology.
Set the priorities together
We start with your brands, markets, buyer questions, and existing work. CiteSurge turns that context and the initial findings into a program your teams can act on.
Put specialists on the work
CiteSurge leads content production, public-source corrections, and technical implementation. We coordinate proposed changes with the people who approve your website, brand, and releases.
Review progress and direct the next cycle
You can review the work, dated answers, and reports. We explain what changed, which priorities remain, and what the team should address next.
Some of our specialists behind CiteSurge
- Amber SuteraCo-Founder & CEO
- Mark LaursenCo-Founder & Product Lead
- Lars HenriksenCo-Founder & Business Lead
- Dmitry ShmakovLead AI Engineer
- Martin LangeLead Security Engineer
Questions
About the managed program.
What does a fully managed AI visibility program include?
CiteSurge leads the strategy, content recommendations and production, technical improvements, agent readiness, specialist engineering, and continuing measurement. The program is shaped around your brands, markets, and the work your business needs.
Can CiteSurge create the content and handle the technical work?
Yes. Enterprise programs can include website pages, articles, press materials, public-source corrections, and technical improvements. CiteSurge leads the work and coordinates with the teams responsible for your website and brand.
How do GEO, AEO, and agent readiness fit together?
AI visibility is the overall goal. GEO and AEO describe work that helps your business and information appear in AI-generated answers. Agent readiness addresses how AI systems access and use your public information. CiteSurge brings these areas into the same managed program.
How is an Enterprise engagement scoped?
The program is shaped around your brands, markets, buyer questions, existing teams, and the content and engineering work involved. We discuss those needs with you and define the managed engagement around them.
Let us lead the work.
Tell us which brands and markets matter, what your team is working on, and where you need specialist help. We will shape the program around that work.