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 a software platform for Generative Engine Optimization that measures how brands appear across ChatGPT, Perplexity, Gemini, Copilot, and Google AI Overviews and ships the page-level fixes that change what those answers say. If you need an outside team to run paid social and creative production, Refine Labs is the right fit. If you need to win the AI search layer that demand-gen retainers do not touch, Geology is built for that.
At a glance
| Dimension | Geology | Refine Labs |
|---|---|---|
| Best for | B2B SaaS teams that need AI visibility plus execution | B2B SaaS teams that want managed demand-gen and paid social |
| AI platforms tracked | ChatGPT, Perplexity, Gemini, Copilot, Google AI Overviews | Not a focus area |
| Execution support | Yes. Page audits, prompt monitoring, content briefs, agentic optimization | Yes. Paid social, creative, demand strategy |
| Pricing model | Subscription, transparent | Monthly retainer, custom quote |
| Time to first insight | Same-day audit | Onboarding cycle (weeks) |
| Reporting | Self-serve dashboard plus exports | Strategy + media reporting cadence |
| Best paired with | A team running paid demand elsewhere that needs AI visibility | 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 is software, not a retainer. It tracks how AI assistants describe your brand and category across ChatGPT, Perplexity, Gemini, Copilot, and Google AI Overviews, and pairs measurement with execution. Page audits flag the URLs an AI is misreading, prompt management captures the questions buyers run, the content workspace turns gaps into briefs, and an agentic optimization layer ships common fixes (schema, FAQ structure, internal linking) automatically. The economics are different from a demand agency. A subscription buys software that reruns the audit weekly and acts on the change, instead of 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: AI assistant answers.
Pricing
Refine Labs is a custom-quoted monthly retainer in the range typical of senior demand-gen agencies. Geology is a transparent subscription with public tiers and no procurement cycle. The two are not direct substitutes: a Refine Labs retainer pays for paid-social strategy and creative execution, while Geology pays for AI visibility measurement and a software-driven optimization layer.
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. AI visibility is not the focus, and a software platform will not produce LinkedIn video ads.
When Geology wins
If the gap is AI search visibility, Geology is the right buy. The platform measures how ChatGPT and Perplexity describe your category, identifies the prompts losing you to competitors, and ships schema and content fixes the same week. For SaaS teams already running demand-gen well, Geology fills the layer that paid retainers do not cover.