Refine Labs and Geology sit next to each other on the B2B SaaS marketing stack but do different jobs. Refine Labs is a demand-generation agency known for the dark social, paid social, and creative-first playbook associated with Chris Walker. Geology is an AI-driven SEO and GEO agency: AI agents run strategy and execution, the team ships technical SEO, content, schema, internal linking, and off-site citations, and visibility is tracked weekly across ChatGPT, Perplexity, Gemini, Copilot, and Google AI Overviews. If you need an outside team to run paid social and creative production, Refine Labs is built for that. If you need to win organic search and the AI answer layer that demand-gen retainers do not touch, Geology is the agency for it.
At a glance
| Dimension | Geology | Refine Labs |
|---|---|---|
| Best for | B2B SaaS teams that want organic growth in Google and AI answers | B2B SaaS teams that want managed demand-gen and paid social |
| AI platforms tracked | ChatGPT, Perplexity, Gemini, Copilot, Google AI Overviews, weekly | Not a focus area |
| Execution support | Done for you. Technical SEO, content, schema, internal linking, off-site citations | Yes. Paid social, creative, demand strategy |
| Pricing model | Monthly engagement, starting at $3,000 a month | Monthly retainer, custom quote |
| Time to first insight | First live audit before kickoff | Onboarding cycle (weeks) |
| Reporting | Weekly visibility tracking across Google and AI platforms | Strategy + media reporting cadence |
| Best paired with | A team running paid demand elsewhere | An in-house team without paid social and creative capacity |
What Refine Labs does
Refine Labs is a demand-generation agency for B2B SaaS that runs a paid-social-led playbook with creative production and demand strategy attached. Per the Refine Labs homepage, the agency is positioned around the LinkedIn and Meta ad operating model, dark social attribution, and creative volume tuned for sales-led B2B. The brand is closely associated with Chris Walker's content and the Demand Gen Live community, which gave the agency an outsized presence among Series B and C SaaS marketers. The retainer model pays for strategists, ads operators, and a creative team producing video and static assets for paid distribution.
What Geology does differently
Geology owns organic search, in Google and in AI answers. AI agents track how AI assistants describe your brand and category across ChatGPT, Perplexity, Gemini, Copilot, and Google AI Overviews, flag the URLs an AI is misreading, and map the questions buyers run. The team then ships the work: technical SEO, content, schema, FAQ structure, internal linking, and off-site citations. The economics differ from a staffed retainer. AI agents rerun the analysis weekly and the team acts on each change, so the program moves without paying for hours of strategist time. For SaaS teams that already run paid distribution well, Geology covers the layer where buyers research the category before they ever click an ad. A mid-size B2B SaaS company grew organic traffic 65% in six months on this model.
Pricing
Refine Labs is a custom-quoted monthly retainer in the range typical of senior demand-gen agencies. Geology starts at $3,000 a month for the full SEO and GEO program. The two are not direct substitutes: a Refine Labs retainer pays for paid-social strategy and creative execution, while Geology pays for organic growth in Google and AI answers.
When Refine Labs wins
If you need a senior team to run paid social, produce creative at volume, and operate a B2B SaaS demand engine end to end, Refine Labs is built for that. Geology does not run paid media or produce LinkedIn video ads.
When Geology wins
If the goal is organic search and AI visibility, Geology is the agency to hire. AI agents measure how ChatGPT and Perplexity describe your category and identify the prompts losing you to competitors, and the team ships schema, content, and technical fixes every week. For SaaS teams already running demand-gen well, Geology owns the organic layer that paid retainers do not cover.