AI Knows Us

AI Knows Us charges a flat $299/mo GEO Growth or $599/mo GEO Scale per client while publishing 20 or 40 answer-first pages a month and watching 100 or 300 buyer questions, so agency delivery cost stays fixed as the visibility footprint grows. Because the service re-checks ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews weekly, agencies can resell it at 2-3x markup and defend the retainer with named-in-answer movement rather than traffic estimates. The economics only compound for agencies holding 10+ retained clients, where per-client cost is predictable and gains accumulate over weeks.

AI Knows Us charges a flat per-client fee: GEO Growth at $299/mo and GEO Scale at $599/mo, regardless of how many answers or pages a client consumes. That makes agency margin a function of client count, not client size. At three retained clients, a $299 plan resold at 2x leaves roughly $900/mo gross, which barely covers the 12 hours of setup and 4 hours of monthly reporting the service demands. Past ten clients, the same reporting template and question-mapping process amortize across the book, and a 2-3x markup on GEO Scale ($599/mo) becomes defensible to law firms and SaaS clients who see weekly named-in-answer movement. The threshold test: count retained clients before signing. Below ten, sell GEO Growth only and keep scope tight. Above ten, standardize on GEO Scale and treat the visibility API as the reporting backbone that justifies the retainer.

Data Moat Threshold is the minimum volume of proprietary, page-level data (pricing, inventory, reviews, local availability) an agency must inject before programmatic page generation stops being a liability. Below the threshold, thousands of templated pages differ only by a swapped keyword, which is exactly the thin-content pattern that invites algorithmic suppression. Above it, each URL carries information a competitor cannot copy from a scrape, so volume compounds instead of diluting. The framework reframes the agency question from how many pages can we ship to how many pages can we make genuinely distinct. A local-service portal built on Tabseo only earns its rankings when each city page carries real lead-flow and pricing signals; a catalog build for a retail client needs SKU-level stock and review data wired into the template before the first batch publishes. Agencies that gate page count on data depth protect retainers that volume-first builds put at risk.

Template Debt Ratio is the share of a programmatic page that is boilerplate versus the share that is client-specific data: pricing, inventory counts, review counts, local availability, staff names. A page set at 90 percent template and 10 percent unique data reads as near-duplicate to a crawler and to an AI answer engine, and that ratio is what determines whether a 5,000-page build survives an update or gets discounted wholesale. Agencies should compute the ratio before publishing, not after a traffic drop. Tabseo's local-service portals work because each city page carries distinct service-area and lead-routing data; a generic AI-written blog set published through RankSpot or BlogSEO at the same volume carries almost none. Forrester's 2027 predictions push clients toward P&L proof, so a page set that evaporates in an algorithm update becomes a retainer conversation nobody wants.

Resell AI Knows Us only once you carry 10+ retained clients and can staff weekly visibility reporting, pricing GEO Growth or GEO Scale at 2-3x markup per client.

Build programmatic pages only where each URL can carry a data field no competitor can copy, and treat generic AI-written body copy as the wrapper, never the product.

IF your agency already holds 10+ retained clients in SaaS, local services, law, or professional services and can absorb $299/mo GEO Growth or $599/mo GEO Scale per client against a 2-3x resale markup, THEN AI Knows Us is a viable retainer layer because the per-client cost is fixed and visibility gains compound over weeks. IF you run fewer than 10 retained accounts, cannot commit to weekly named-in-answer reporting, or need white-label client dashboards, THEN defer or skip, since no white-label option is published and the reporting discipline is what justifies the retainer fee.

Stand up a resellable AI-visibility retainer by running AI Knows Us GEO Growth ($299/mo) per client, mapping 100 buyer questions, and shipping 20 answer-first pages a month with weekly named-in-answer reporting.