How agencies package AI visibility retainers

Clients don't buy 'GEO theory.' They buy proof they're showing up in AI answers — and a plan when they aren't. Agencies that win package tracking, narrative, and action into a retainer clients understand.

What the retainer usually includes

• Prompt libraries mapped to each client's journey stages
• Weekly or biweekly visibility, position, and sentiment trends
• Competitor ladders and source/mention gap lists
• A short action backlog: listicle outreach, review fixes, content refreshes

Pricing that sticks

Published 2026 benchmarks put tracking-and-reporting retainers around $1,500–$2,500 per client per month, and full GEO programs with content and earned media at $2,500–$6,000. Many agencies start by adding 20–30% to an existing SEO retainer instead of inventing a new line item.

Reporting clients open

One slide per client beats a 40-page PDF. Lead with: where they gained or lost mentions this week, which sources drove competitor wins, and the three actions you'll take. Automate the pull via API or MCP into Slack plus a white-label deck.

White-label without the overhead

Anny agency plans include isolated client workspaces, unlimited seats, white-label dashboards, and API access. You resell under your brand; Anny stays under the hood. Same-week launch is realistic when onboarding covers prompt libraries and report templates.

The weekly loop

1. Refresh answers across ChatGPT, Gemini, and AI Mode
2. Diff visibility and sentiment vs last period
3. Push a one-pager + Slack summary
4. Ship 1–3 source or content actions

That's the product. Everything else is packaging.