Should you pay for GEO, AEO, or AI visibility as a separate retainer?

Partners are being asked to fund new acronyms. GEO. AEO. AI visibility. The decks are urgent. The fear is real: AI assistants are naming rivals, AI Overviews sit above the blue links, and last year’s SEO retainer feels incomplete. The buying question is colder. Are you purchasing a new physics of discovery, or ordinary search and content work with a fresh label?

Google’s own public framing treats generative search as part of the search experience. That matters for procurement. If generative answers sit inside search, a bolted-on product that never changes your pages is unlikely to be the missing science. It may be theatre. The longer method account is From ten blue links to quoted answers. The short partner definition is What AI SEO actually means.

What are you actually being sold?

Ask what changes on the site in the first sixty days. Serious programmes rewrite demand pages so claims sit in the first HTML response. They tidy information architecture so one URL owns one answer. They align directories and firm language offsite. They measure what assistants fetch as well as what humans click. They refuse to scale paid spend into undecidable destinations.

Theatre looks different. It sells prompt libraries, mystery schema packs, and monthly reports full of tool screenshots. It never opens the CMS. It promises citation without naming which sentences will become citeable. It wants a second retainer beside SEO for work SEO should already include.

Two follow-ups people usually ask next:

Can a specialist AI visibility firm still be useful?

Yes, if their scope is concrete and complementary. No, if they duplicate your SEO agency under a louder name. Compare deliverables, not logos.

Should we sack the incumbent SEO team?

Not for acronym reasons alone. Sack them if they cannot explain quotability, will not touch service pages, or report only rankings while enquiries stay flat. Keep them if they already do the work GEO decks rename.

How to spot scope theatre

Listen for verbs. “Optimise for AI” without listing pages is fog. “Rewrite these six practice pages so who-you-act-for sits in the first HTML response” is work. Listen for measurement. Rankings alone are incomplete. Qualified enquiries and evidence of assistant fetches belong in the conversation (Your analytics cannot see AI assistants). Listen for refusals. A vendor who never declines a broken site will take fees into a wall.

AI Search Readiness is the diagnostic we use before scale. Search and AI Visibility is the joined-up programme when the site can be read. Content and Editorial is the writing. Digital PR and Off-Site Visibility is corroboration. Website Development is the prerequisite when structure blocks quotation. We publish bands on Pricing so opacity is not the sales method.

A partner’s decision frame

If the commercial pages cannot be quoted or decided on, buy foundations and conversion work first (Foundations, Conversion). If the pages are clear and still invisible, buy visibility that touches onsite and offsite (Visibility). If someone proposes GEO as a third retainer with no page list, ask them to rewrite the proposal in plain English or leave.

You do not owe any vendor a fee for your anxiety about AI assistants. You owe the partnership pages that can be found, quoted and chosen. Start a conversation if you want a second view on a proposal already on the table. We will say whether the scope is real, duplicated, or something we would refuse.

Key takeaways

• GEO and AEO are usually renamed search and content work, not a separate physics.
• Buy programmes that change crawlable pages and corroborating mentions.
• Refuse retainers that never open the CMS or sell prompt tricks as strategy.
• Published price bands and plain deliverables beat acronym theatre.

Ask any vendor one question before signing: which of our pages will be different in ninety days, and how will we check? A clear answer is a programme. A vague one is a subscription.