Your clients are already asking "how do we show up in ChatGPT?" This is the deliverable that answers it — built in 20 minutes a month, billable at agency rates.

Who this is for

Agencies, fractional CMOs, and SEO consultants. Your clients read the headlines about AI search. None of your current reporting covers it. That's not a threat — it's a new line item.

The problem

SEO reports show Google rankings. Nobody's report shows whether ChatGPT, Claude, Gemini, or Perplexity recommend the client — or quietly send their buyers to competitors. The first agency to put that on a slide owns the conversation.

What you need

• One RankAhead account — the BYOK plan covers unlimited client domains on a flat fee, and queries run on your own API keys (a full 4-engine run costs under a cent, so more clients ≠ more cost)
• Claude with the RankAhead MCP connected
• 20 minutes per client, once a month

The monthly workflow (5 steps)

1. Add each client domain to RankAhead with a prompt set built around their buyers' questions (category, comparison, and "best X for Y" queries).
2. Let daily tracking run all month — you do nothing.
3. On reporting day, paste the prompt below into Claude, once per client.
4. Review the output, add your strategic commentary (that's what they pay you for).
5. Deliver as a doc or drop it straight into your client's Slack.

The exact prompt

Build the monthly AI visibility report for my client [CLIENT DOMAIN] using the RankAhead MCP.

1. Call list_domains, then pull list_prompts, get_gaps, and get_citations for that domain.
2. Structure the report:
   📊 EXECUTIVE SUMMARY — overall visibility score per engine + change vs last month, in plain language a CEO understands
   🏆 WINS — prompts where the brand is now mentioned or recommended (call out anything that moved from 0)
   🚨 GAPS — top 5 prompts where competitors get recommended and the client doesn't, with which competitor wins where
   🔗 CITATIONS — which sources AI engines cite in this category, and where the client is missing
   ✅ NEXT MONTH — 3 prioritised actions (impact vs effort), written as recommendations from me to the client
3. Tone: confident, plain, no jargon. Numbers first, story second.

The business case

Agencies package this exact deliverable at €500–1,500/month per client as an "AI Search Visibility" retainer add-on. Your cost basis: a flat platform fee plus pennies in API usage across every client. The margin math only works because of BYOK — tools that charge per query eat this model alive.

Pro tip