Ayzeo

Ayzeo monitors whether ChatGPT, Claude, Gemini, and Perplexity name a client at all, and which competitors get named instead, which is a question most agencies currently answer with screenshots and guesswork. The Starter plan at $39/month covers 1 project with 20 AI prompts, so a single-client test costs less than a lunch, but the white-label dashboard add-on at $299/month is what actually lets an agency resell the work under its own brand. That gap between a $39 monitoring seat and a $299 resale layer is the whole strategic decision: monitor internally, or productize.

Ayzeo's white-label dashboard add-on runs $299/month on top of base plan costs, so the framework asks one question before signing any client: does this retainer clear the floor? Starter sits at $39/month ($31 annual) with 1 project and 20 AI prompts; Pro is $149/month ($119 annual) with 3 projects and 40 prompts. An agency running the Ayzeo AI Visibility Starter offer at $500/mo absorbs the add-on plus base plan and still holds a workable spread. Stack three clients on one Pro plan and the $299 add-on spreads across them, which is where delivery economics turn. The trap is a single $250/mo client on a dedicated white-label setup: the add-on alone eats the fee before any analyst time. Set the floor at $500/mo per client, or bundle AI visibility into an existing higher-tier retainer rather than selling it standalone.

Citation Half-Life is the interval over which a source stops appearing in AI-generated answers for a given query set. It matters to agencies because AI visibility fragments faster than classic SERP rankings: a page that held position one for eight months can drop out of ChatGPT answers in weeks when engines reweight toward primary sources. Ahrefs data shows ChatGPT's U.S. citation rankings now favor government health, research, and regulatory sites while explainer-style content has fallen in citation frequency, so agency-produced summaries decay quicker than the primary documents they paraphrase. The practical move is to measure decay per client topic, then set refresh cadence from the measured rate rather than a fixed quarterly retainer cycle. Platforms such as Ayzeo, Pallix, and Voxoria track which domains and sources AI systems cite, giving agencies the raw signal to compute half-life instead of guessing. Treat every citation as a depreciating asset with a known replacement date.

Every competitor SEO intelligence platform resells data it did not originate, and that data arrives on a refresh schedule the agency does not control. The latency tax is the gap between when a competitor's visibility actually shifts and when the dashboard shows it. A client asks why a rival now appears in ChatGPT answers for a core service term; the platform's index may be days behind, so the agency either reports a stale position or admits it cannot confirm the shift. Ahrefs data shows ChatGPT citation rankings moving toward government, research, and regulatory sources while explainer content loses frequency, a pattern that can turn over faster than monthly crawls. Agencies that treat vendor timestamps as ground truth build retainers on sand. The discipline is to pair platform monitoring with direct prompt sampling on a fixed cadence, then reconcile the two before anything reaches a client deliverable.

Adopt Ayzeo only when the $299/month white-label add-on can be absorbed by a retainer of $1,500/month or more, and skip it for sub-$1,000/month clients where per-client margins collapse.

Run a manual query baseline across at least three AI engines before buying any monitoring seat, and only then decide which platform earns a place in the retainer.

IF your agency already sells SEO or GEO retainers at $1,500+/mo and can absorb the $299/month white-label dashboard add-on on top of the Pro plan at $149/month ($119/month annual), THEN Ayzeo's branded dashboards and white-label PDF reports let you resell AI visibility monitoring as a recurring deliverable. IF your client roster is mostly sub-$500/mo local accounts, the add-on alone consumes most of the retainer before you count the 6h setup and 2h/mo delivery effort, so defer until you consolidate clients onto fewer, larger projects.

A five to seven day build that turns Ayzeo's AI engine monitoring into a monthly white-label retainer, using the Pro plan's white-label PDF reports and the $299/month dashboard add-on to deliver branded AI visibility intelligence to clients.