Ongoing AI visibility monitoring, month after month
An ongoing monthly program that monitors what AI platforms say about you and adjusts your pages, company facts and sources as platforms change. This is generative engine optimization (GEO), run as a retainer.
Custom monthly retainer, quoted on a call

Sample data
The Visibility Retainer is ongoing generative engine optimization (GEO).
We keep your pages quotable, check that your public content is accessible to search and AI retrieval and that your company facts are consistent, place supporting content where models retrieve it, and monitor attribution as platforms change, with a monthly report.
Why AI visibility drifts without ongoing work
Generative models summarize and attribute on their own terms, and they keep changing how they do it.
Without ongoing structure, consistent naming, and presence in trusted sources, a model can describe your category accurately and never mention you, or credit your work to someone else.
How the Visibility Retainer monitors and adjusts
We make your pages quotable: clean answer blocks and schema. We align your entity across every profile, place supporting content where models retrieve it, and adjust every month as platforms change.
What the Visibility Retainer includes
- Answer blocks and schema that keep your pages quotable
- Checks that public content is accessible to search and AI retrieval, and that company facts are consistent
- Entity alignment across every profile
- Supporting content placed where models retrieve it
- Monthly monitoring and a citation-share report as AI citation logic shifts
- Correct attribution when AI quotes your category
- Coverage that holds as platforms change
- A monthly read on where you stand
The monthly Visibility Retainer cycle
- 01Align
We make your name, facts, and pages consistent everywhere.
- 02Structure
We turn key pages into clean, quotable answer blocks.
- 03Supply
We place supporting content where models pull from.
- 04Adapt
We monitor and adjust every month as platforms change.

Who runs the monthly work
Built by the team that runs LumeSurge search and AI visibility work.
Your share, tracked every month
We track citation share across AI platforms and report on where you stand, then adjust the work. The chart shows sample data.
Industry programs that build on this
Win the spec when AI suggests building products
Be the contractor AI names to local buyers
Be the manufacturer AI shortlists for buyers
Pairs well with Managed SEO and GEO · Free AI Visibility Snapshot.
New here? Start with the Free AI Visibility Snapshot.
Pair with the SEO service to cover both AI engine citations and Google search rankings together.
Visibility Retainer questions
What is the Visibility Retainer?
An ongoing monthly program to keep you visible in AI answers as platforms change. It is generative engine optimization (GEO).
Is GEO the same as AEO?
They overlap. This split is our own working framing, not an industry standard. We use AEO for being named in the answer and GEO for being retrieved, quoted, and credited correctly. The retainer covers both, ongoing.
Does llms.txt matter?
Google Search does not use llms.txt. A well-formed llms.txt file may help some other AI tools find your content, with no guarantee.
Why ongoing instead of one-time?
AI platforms keep changing how they cite. A retainer keeps the work going as they change.
What are the retainer terms?
Engagements run month to month. Full terms are confirmed during onboarding.
Want us to run the rest too?
Fully managed SEO and GEO covers AI visibility, on-page and off-page work. See managed plans
See where you stand in AI answers
Run the Free AI Visibility Snapshot to see if AI names your brand. No commitment required.
Honest guarantee: If your Free AI Visibility Snapshot does not show you something useful about how AI sees your company, tell us and we will take a deeper look at no charge.


