Growth Marketing Agency (35 clients, 18-person team)
bittermelon.ai's GEO platform helped this agency add approximately $14,000/mo in new recurring revenue, raise client retention from 67% to 89%, and win 10 new clients over 5 months via the GEO pitch.
Key Results at a Glance
The agency lost 6 clients over Q3–Q4 2025 — at least 2 explicitly citing 'we need an AI visibility strategy' — in a market where SEO had become fully commoditised and competing on price was unsustainable.
SEO had become a commodity. Clients were churning to cheaper offshore agencies or doing it in-house with AI tools. Over Q3–Q4 2025, they lost 6 clients — at least 2 explicitly said something along the lines of 'SEO isn't enough anymore, we need AI visibility.' The agency had no answer. Every competitor offered the same thing: keyword research, link building, technical audits. There was nothing to differentiate on except price. And they refused to compete on price.
The agency's core service — traditional SEO — had been commoditised by the proliferation of cheap AI writing tools and offshore link-building services. Premium pricing ($3,500–$8,000/mo retainers) required a differentiated offering, but there was none.
Client conversations were shifting toward 'AI search' and 'ChatGPT visibility', but the agency had no methodology, no tools, and no case studies to respond with. Every time a client raised the topic, the agency could only offer vague reassurances.
The churn problem was structural: clients weren't leaving because the SEO was bad. They were leaving because they perceived the category itself as insufficient for the emerging AI-first search landscape. Retaining these clients required a category expansion, not a service improvement.
Lost 6 clients over Q3–Q4 2025, with at least 2 citing lack of AI visibility strategy
SEO services completely commoditised — competing on price was a race to the bottom
No differentiated offering to justify premium pricing ($3,500–$8,000/mo retainers)
Clients beginning to ask about 'AI search' with no agency answer prepared
bittermelon.ai's Agency plan gave the team a white-label GEO reporting dashboard, baseline scans for all 35 clients, a packaged $600/mo GEO add-on tier, and a sales pitch built around each prospect's AI Visibility Score gap versus competitors.
Agency Account Setup
bittermelon.ai Agency plan
Onboarded the Agency plan covering all 35 clients from one dashboard. Configured white-label reporting with agency branding so GEO reports are delivered under the agency's identity.
Client AI Visibility Audits
AI Visibility Scanner — 30 credits per client
Ran baseline AI Visibility Scans for all 35 clients. Average score: 18/100. Used these reports as the centrepiece of a new 'GEO Health Check' delivered in every client review and new business pitch.
GEO Service Packaging
GEO Blog Generator + Reddit module + GEO Audit
Created a $600/mo GEO add-on tier: monthly AI Visibility Report, quarterly GEO strategy refresh, 2 GEO-optimised blog articles per month, Reddit amplification. bittermelon.ai handles all execution automatically at ~78% gross margin.
Sales Enablement
AI Visibility Scanner reports as pitch deck anchor
Built a pitch deck centred on the client's AI Visibility Score gap vs competitors. Framed GEO as 'the thing your competitors don't know exists yet.' Closed 12 new clients in 4 months specifically citing this differentiator.
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Monthly recurring revenue from GEO upsells grew from $0 to approximately $14,000, client retention improved from 67% to 89%, average client LTV increased an estimated 2.1x, and gross margin on the GEO service ranged 70–80% depending on content revision cycles.
| Metric | Before bittermelon.ai | After bittermelon.ai |
|---|---|---|
| Monthly recurring revenue (GEO upsells) | $0 | +~$14,000/mo |
| Client retention rate (annual) | 67% | 89% |
| Average client LTV | Baseline | +~2.1x |
| New clients won (GEO as primary pitch) | 0 | 10 in 5 months |
| Gross margin on GEO service | — | 70–80% (varies by content complexity) |
Agencies packaging GEO as a $500–800/mo managed service using bittermelon.ai's automation can typically achieve 70–80% gross margin, though actual margin depends on content complexity and how much client-specific customisation is needed.
The agency's key insight was that GEO repositions the entire client conversation. Instead of defending SEO pricing, they now lead with a client's AI Visibility Score — and the gap versus competitors does the selling. Not every client converted to the GEO add-on immediately; about 60% of existing clients opted in within the first two quarters, with the rest still evaluating. The team also learned that some client industries (SaaS, fintech) adopted GEO much faster than others (local services, hospitality). For agencies looking to replicate this model, the baseline AI Visibility Scan is the entry point: showing a client their score of 18/100 versus competitors at 40/100 creates genuine urgency. bittermelon.ai's Agency plan enables this at scale, though the team noted that content quality review still requires some manual oversight — full automation works for about 80% of deliverables.
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"The first pitch using the AI Visibility Score flopped — the client didn't understand what GEO was. We iterated on the framing, started calling it an 'AI Search Health Check,' and the third pitch closed. Now it's our lead differentiator. Not every client cares about AI visibility yet, but the ones who do are willing to pay premium for it."
— Managing Director, Growth Marketing Agency
The most common model is a $500–$800/mo GEO add-on to existing SEO retainers. Because bittermelon.ai automates much of the execution (AI Visibility Scans, GEO-optimised content, Reddit amplification, monthly reports), agencies can typically achieve 70–80% gross margin on the GEO line — though this varies by how much manual content review each client requires. The agency in this case study charges $600/mo per client.
The Agency plan allows batch scanning. Running baseline AI Visibility Scans for all 35 clients took this agency one working day. White-label reports are generated automatically. Most agencies are fully onboarded and delivering GEO reports to all clients within 48–72 hours of activating the Agency plan.
Show them their AI Visibility Score. A score of 18/100 against competitors at 40/100 is more persuasive than any slide deck. The agency in this case study initially tried explaining GEO conceptually — it didn't land. They pivoted to calling it an 'AI Search Health Check' and leading with the score gap. Not every client converts immediately, but the data creates a conversation that SEO pricing alone can't.
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