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Refine Labs

Digital Marketing Agencies Β· United States

Refine Labs

Rank#47Top 1%of 747 tracked

Updated 2026-10-06

Brand Visibility

57.4%

Prompt Coverage

58%

AI Sub-Searches

857

Query fan-outs

Total Mentions

746

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Verified Brand

Tracked by AI Rankia Index

Refine Labs Β· Visibility trend

Apr 6 β†’ Sep 28

Refine Labs20.9%

What AI Says About Refine Labs

Real AI response mentioning Refine Labs β€” captured live from Gemini Search.

In response to: β€œBest marketing agencies that specialize in specific industries rather than being generalists”

Directive Consulting: Specializes in performance marketing (paid search, paid social, SEO, and lifecycle marketing) exclusively for high-growth SaaS and tech enterprises (clients include Uber Freight, Sumo Logic, and WordPress). Refine Labs: Known for pioneering modern B2B demand generation and revenue attribution frameworks, moving SaaS companies away from low-intent lead generation to pipeline-driven revenue. Kalungi: A full-service, outsourced marketing team built

Gemini Search

Prompts Tracked in Digital Marketing Agencies

AI Rankia runs these exact prompts across ChatGPT, Gemini, Perplexity, Claude & more to build this ranking.

1

β€œBest B2B marketing agencies for companies selling to other businesses”

normal result
2

β€œBest boutique marketing agencies vs large agency networks β€” which is better?”

normal result
3

β€œBest agencies that are equally strong in creative storytelling and data-driven performance marketing”

normal result

40 more prompts tracked Β·

Each prompt fans out into dozens of AI sub-searches β€”never miss the semantic gaps ↓
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AI Model Breakdown

How often each AI search engine recommends Refine Labs.

Strongest AI Model

Gemini Search β€” mentioned in 42% of prompts

Gemini Search
42%
ChatGPT Search
40%
Google AI Mode
30%
Grok Search
28%
Google AI Overviews
23%

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Nearby Competitors

Brands ranked closest to Refine Labs in AI search visibility.

β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ--%
β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ--%
β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ--%

Prompts Mentioning Refine Labs

The exact buyer questions where AI recommends Refine Labs.

Pro
1

Best marketing agencies that specialize in specific industries rather than being generalists

Gemini Search100% vis
2

Our competitors are everywhere online and we're practically invisible, which marketing agencies are best at competitive positioning and market share growth?

Google AI Overviews100% vis
3

We're getting plenty of leads from our marketing but they're all garbage quality that never convert to sales, which agencies focus on lead quality over vanity metrics?

Gemini Search95% vis
4

We're getting plenty of leads from our marketing but they're all garbage quality that never convert to sales, which agencies focus on lead quality over vanity metrics?

Perplexity95% vis
5

We're a B2B SaaS startup with a $30K monthly marketing budget, which agencies specialize in SaaS demand generation with proven case studies?

Gemini Search95% vis

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Citation Sources

Domains AI models cite when recommending Refine Labs.

Pro
google.comGoogle AI Overviews
200citations
clutch.coGrok Search
192citations
clutch.coGrok Search
180citations
google.comGoogle AI Overviews
177citations
google.comGoogle AI Mode
175citations
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Citation URLs

Specific pages AI links to when answering digital marketing agencies questions.

Pro
directiveconsulting.com/blog/top-performance-marketing-agenciesGoogle AI Mode Β· 27 citations
directiveconsulting.com/blog/top-performance-marketing-agenciesGoogle AI Mode Β· 25 citations
www.darkroomagency.com/observatory/best-performance-marketing-agencies-in-2026Google AI Mode Β· 24 citations
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Query Fan-Out Intelligence

Every prompt fans out into dozens of sub-searches across AI models β€” covering every semantic angle a buyer might take. Miss one, and a competitor ranks instead.

857 sub-searches found
#AI Sub-Search QueryCount% Share
1best marketing agencies SEO paid media content strategy23
37.1%
2agencies that handle high-volume content creation20
32.3%
3best marketing agencies for small in-house teams19
30.6%
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Do you rank in Google for these 857 AI sub-searches?

When AI recommends a digital marketing agencies brand, it doesn't just pick a name β€” it silently runs 857 sub-searchesacross Google to find corroborating evidence. Brands that rank for those queries get cited. Brands that don't, get skipped.

Our Query Fan-Out Γ— Google Rank tool cross-references every AI sub-search against live Google rankings β€” so you can see exactly which ones Refine Labs wins, which ones competitors outrank you on, and where to focus first.

Match my Google rankings to AI sub-searches β†’

Is Refine Labs your company?

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About Refine Labs's AI Search Visibility

This ranking is powered by the AI Rankia Universal Brand Index (UBI) β€” a system that sends real buyer queries to ChatGPT, Google Gemini, Perplexity AI, Claude, Grok, and Google AI Mode, then measures which digital marketing agencies each model recommends. Rankings are updated regularly as AI models evolve.

Refine Labs achieved a prompt coverage of 58% β€” appearing in 25 of 43 tracked buyer queries β€” with an AI visibility score of 57.4%, placing them #47 of 747 digital marketing agencies in United States.

Refine Labs's strongest AI model is Gemini Search, cited in 42% of relevant prompts. Their weakest is Claude Search at 14% β€” an opportunity to improve citations on that platform.

Seeing this ranking is step one. AI Rankia is the autonomous AI-visibility platform that acts on itβ€” where read-only tools (Profound, Otterly, Semrush) just hand you a report, AI Rankia's agents publish the content AI cites, deploy the schema, llms.txt and internal links straight to your live site, buy the links AI already trusts for your competitors, and prove the citation lift against a control. Its Get Cited PR toolkit finds the journalists and creators who cover digital marketing agencies and automates the whole outreach β€” discover contacts, AI-write each pitch, send from your Gmail and track replies. Switch on autopilot and the agents run the entire loop end to end, every day β€” Monitor β†’ Get Cited β†’ Content Hub β†’ AI Links β€” or take full manual control of every article, prompt, schema tag and link. Built for the teams that own digital marketing agencies visibility: agencies reporting to clients, and brands who want to move up this ranking instead of just watching it.

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