Clay vs Floqer

Choosing between Clay and Floqer for your go-to-market data needs often comes down to five questions:

• Do you need a build-it-yourself workflow environment, or a managed platform that handles configuration for you?

• How important is data coverage outside North America, particularly in EMEA?

• Does your team have (or want to hire) a dedicated GTM operations person to build and maintain enrichment workflows?

• Are you comparing enrichment tools in isolation, or evaluating how enrichment fits into a broader intelligence and execution platform?

• Does your data platform need to power AI-driven selling and marketing, or is enrichment the primary job?

In short, here is what we recommend:

Clay is the GTM workflow builder for technical operations teams who want full control over data enrichment and automation. Its spreadsheet-style interface connects to 150+ data providers through waterfall enrichment, and its AI research agent (Claygent) browses the web and extracts structured insights at scale. With 300,000+ GTM teams on the platform and $100M ARR reached in two years, Clay has become the default tool for the emerging "GTM Engineer" role. But Clay requires real technical skill, credit costs grow unpredictable at scale, and the platform depends entirely on third-party providers for its data.

Floqer is the managed alternative for lean GTM teams who want waterfall enrichment and AI research without building workflows themselves. Its AI agent Flo constructs multi-step research and enrichment sequences from plain-language descriptions, and concierge onboarding gets teams live in days rather than weeks. Early customers report strong results: Azumuta's enrichment coverage jumped from 16% to over 66% in EMEA markets, and Trolley built a seven-figure pipeline in three months. But Floqer is an early-stage startup with roughly 16 employees, no public pricing, no self-serve tier, and limited third-party validation beyond its own case studies.

Both platforms solve the enrichment problem by aggregating data sources into waterfalls. But enrichment is only one piece of the GTM puzzle. Finding a contact's email is useful. Understanding why that contact is worth reaching out to now, what to say, and how their deal will likely unfold requires something else: intelligence built on verified data fused with your CRM history, conversation transcripts, and behavioral signals.

ZoomInfo is an all-in-one AI GTM Platform built on the largest B2B dataset in the industry: 500M contacts, 100M companies, 135M+ verified phone numbers, and 200M+ verified business emails. That data fuels the GTM Context Graph: an intelligence layer that unifies your CRM records, conversation transcripts, and behavioral signals with the 1.5B+ data points ZoomInfo processes daily. It captures why deals move or stall, so the AI drafting your next email follow-up understands the concern behind the conversation, your next GTM play targets accounts matching your actual win patterns, and your next forecast reflects buying evidence rather than rep optimism. Your team can use this intelligence through GTM Workspace for sellers, GTM Studio for marketers and RevOps, or APIs and MCP in any front-end. In a Fortune 500 competitive RFP analyzing 25 million contacts, the independent consultant concluded that "no other competitor came even close."

If you want to see how verified data, contextual intelligence, and access work together, explore ZoomInfo's platform here.

Clay vs. Floqer vs. ZoomInfo at a glance

Relationship to ZoomInfo: how these platforms compare

Before the specifics, it helps to understand how Clay and Floqer relate to ZoomInfo. All three serve GTM teams, but they solve the problem at different layers.

Clay competes directly with ZoomInfo's data enrichment and workflow capabilities.

Clay's pitch is consolidation: replace your ZoomInfo annual contract with a credit-based marketplace that waterfalls across 150+ providers. Where ZoomInfo owns and verifies its data, Clay aggregates others'. Where ZoomInfo layers intelligence (the GTM Context Graph) and execution (GTM Workspace, GTM Studio) on top of its data, Clay stays focused on enrichment and workflows, leaving execution to downstream tools.

Floqer competes with both Clay and ZoomInfo on enrichment.

Its differentiator is the managed experience: instead of requiring you to build and maintain waterfall workflows (Clay's model) or commit to a large annual contract, Floqer provides concierge setup with AI that handles configuration. But Floqer operates purely at the enrichment layer. It has no conversation intelligence, no proprietary intent data at ZoomInfo's scale, no native execution tools for sellers or marketers, and no intelligence layer connecting signals to outcomes.

The question for buyers: do you need an enrichment tool (Clay or Floqer) or a GTM intelligence and execution platform (ZoomInfo)? The answer depends on your team, your stage, and how much of the GTM problem you want one platform to solve.

Clay gives you full control (if you have the skills to use it)

Clay's product philosophy draws from music production software. CEO Kareem Amin cites Ableton Live as a design influence: a creative environment where skilled users can compose anything, but beginners face a blank canvas and a steep learning curve.

That philosophy shows in every part of the product. Clay's workspace is a spreadsheet where each row is a record and each column is an enrichment action. You choose which data providers to query, in what order, with what conditional logic. You define what happens when Provider A returns nothing (fall to Provider B, then C). You write AI formulas in plain English to transform and route data. You build Claygent research agents that browse the web, read pages, and extract custom data points.

The results can be strong.

Anthropic's Head of Sales Operations reported 3x their enrichment rate using Clay's multi-provider waterfall versus their previous single-source solution. OpenAI doubled inbound lead enrichment coverage from 40% to 80%. These are real gains from teams with the technical depth to design and maintain complex workflows. Clay's multi-provider flexibility is a genuine strength for RevOps teams who want control over their data vendor relationships.

But the learning curve is real.

Clay runs official cohort training programs, has 9 structured courses, offers 4 certifications, and has spawned 7 external bootcamps to teach people the product. The median salary for the "GTM Engineer" role Clay pioneered is $160K. That is not a sign of a simple tool.

Credit costs add complexity.

Clay's March 2026 pricing overhaul replaced its single credit system with a dual-currency model of Actions and Data Credits. Actions measure platform orchestration (running enrichments, calling AI models, exporting data) and reset monthly. Data Credits purchase the actual data from marketplace providers, with costs varying by provider and data type. On top of this, variable-price AI models introduce per-row cost uncertainty for advanced reasoning tasks.

The company introduced Credit Spend Limits in January 2026 and later added workbook-level credit budgets for Enterprise plans, suggesting cost predictability remains a work in progress.

For teams with a GTM Engineer (or someone who wants to become one), Clay's flexibility is a real advantage. For teams without that profile, the platform can become an expensive spreadsheet that nobody maintains.

Floqer simplifies the experience (with startup-stage tradeoffs)

Floqer tackles Clay's complexity problem directly.

Instead of handing users a blank spreadsheet and 150+ provider options, Floqer's AI agent Flo builds workflows from natural-language descriptions. Tell Flo what you need, and it constructs the research, enrichment, and qualification sequence.

The early results are encouraging.

Trolley's VP of Marketing "set up the entire research workflow within hours". Perplexity's GTM Engineer noted setup "took just a couple of minutes" for a Snowflake-to-Floqer sync that would have taken days to build by hand. Totango's team "went live in days" with Floqer handling configuration.

Floqer's EMEA data coverage is worth noting.

Azumuta, a Belgian company, had only 16% of contacts enriched using Kaspr and other tools. After switching to Floqer's waterfall across 80+ data sources (including EMEA specialists like Firmable, Pubrio, and Exellius), coverage jumped to over 66%. For teams selling into European markets where US-centric databases underperform, this matters.

The tradeoffs are real and worth naming plainly.

Floqer was founded in 2024 and has roughly 16 employees. There is no disclosed funding, no public pricing, and no self-serve checkout. Customer testimonials reference pricing as "half the cost of Clay," but verifying that claim requires a sales conversation. Teams evaluating Floqer are early adopters building on an emerging platform, which carries the inherent risks of betting infrastructure on a startup.

Data quality and verification: what is underneath the workflows

Every enrichment workflow is only as good as the data it draws from. Clay, Floqer, and ZoomInfo take fundamentally different approaches to the data quality question, and the difference matters more than the workflow UX.

Clay aggregates data from 150+ third-party providers through waterfall enrichment. The architectural pitch is compelling: instead of depending on one vendor's database, you draw from many and fall back sequentially until you get a match. The result: teams like OpenAI doubled enrichment coverage from 40% to 80% compared to single-source solutions. But Clay owns none of the data it serves. Every contact returned is only as fresh, accurate, and verified as the provider who supplied it. Clay's own documentation notes that verification is handled at the provider level, with quality varying across the 150+ sources in the marketplace.

Floqer operates on a similar principle, drawing from 80+ data sources including regional specialists for EMEA coverage. The waterfall model can deliver strong coverage in underserved markets, as the Azumuta case study demonstrates. But like Clay, Floqer does not own its underlying data and relies on its provider ecosystem for verification rigor. Neither platform has a first-party database or a team of researchers refreshing records.

ZoomInfo takes a different approach entirely. ZoomInfo owns its data. The core database is built on a multi-source verification pipeline: automated ML scanning of 28 million site domains daily, third-party partner data across 95 million businesses, 200,000+ ZoomInfo Lite community contributors, and a Data Training Lab with 300+ human researchers verifying contact accuracy. ZoomInfo claims up to 95% accuracy on first-party data.

That foundational data is what powers the GTM Context Graph: an intelligence layer that does not just store contacts, but connects them to your CRM history, conversation transcripts, and behavioral signals. In a Fortune 500 competitive RFP analyzing 25 million contacts across vendors, the independent consultant concluded that "no other competitor came even close" to ZoomInfo's data quality.

GTM Studio extends this with waterfall enrichment across 25+ additional sources for teams that want multi-provider coverage on top of ZoomInfo's verified foundation, rather than instead of it.

How Clay and Floqer handle AI research

Both Clay and Floqer have built AI research agents into their core workflows. They tackle similar tasks in different ways.

Clay's Claygent is a web research agent.

It browses websites, reads pages, fills forms, and extracts structured data. With over 1 billion lifetime runs, it is proven at scale for tasks like finding case study mentions on competitor sites, checking whether a contact still works at a company, or extracting pricing from product pages. Claygent also connects to MCP servers (Gong, Salesforce, Google Docs) for first-party data context.

Clay's newer Sculptor tool lets users describe workflows in natural language, though it cannot modify existing tables and does not support one-shot complete workflows.

Floqer's Flo handles similar research tasks with less user configuration.

Trolley's agents automatically detected "pain points from social media, news articles, Glassdoor, and Reddit" and built per-account research briefs. Structured.ai confirmed agents "sourced 50,000+ companies, then systematically studied each one." Flo also serves as the workflow builder: describe what you want, and it assembles the enrichment and research sequence.

ZoomInfo's AI operates at the intelligence and execution layer.

The GTM Context Graph does not browse websites. It works across your CRM data, conversation transcripts, intent signals, and behavioral patterns to surface deal dynamics.

Inside GTM Workspace, AI agents generate account briefs pulling CRM history, company news, and stakeholder context in seconds. They draft personalized outreach based on specific concerns identified in previous conversations. They surface buying group members you have not engaged yet.

GTM Studio's AI lets marketers describe audiences in plain language and launch multi-channel plays targeting accounts that match proven win patterns.

The distinction: Claygent and Flo gather information. ZoomInfo's AI interprets information and recommends action. Both are useful, but they address different parts of the workflow.

Pricing models reflect different philosophies

Clay publishes transparent, usage-based pricing built on a dual-currency model: Actions and Data Credits.

• The free tier provides 500 actions/month and 100 data credits.

• Paid plans start at $167/month annually on Launch (15,000 actions/month, 2,500 data credits), scaling to $446/month annually on Growth (40,000 actions/month, 6,000 data credits).

• Enterprise plans start at 200,000+ actions/month with custom pricing.

Users are unlimited on every plan, so there are no per-seat charges. CRM integrations require the Growth plan. The dual-currency system's advantage is granularity: actions cover platform orchestration while data credits cover actual data purchases, and credits are only charged when a result is found.

The disadvantage is added complexity: teams must now track two separate consumption meters, and variable-price AI models add further unpredictability for advanced use cases.

Floqer has no public pricing.

All engagement is sales-led, with no free plan, no free trial, and no self-serve checkout. Customer testimonials reference "half the cost" of Clay and "no crazy costs." The Azumuta case study mentions cutting data spend by a five-figure amount through vendor consolidation. But without published pricing, evaluating Floqer requires a sales conversation, which adds friction for teams still researching options. For a detailed breakdown, see Floqer pricing.

ZoomInfo is free to start with consumption credits based on usage. ZoomInfo Lite provides a permanent free tier with access to ZoomInfo's database, 10 monthly export credits, and WebSights Lite (up to 10 website visitor reveals per day). A 7-day free trial offers broader access. Credits are consumed only when exporting data, not when searching or viewing it.

For teams evaluating Clay's pricing in detail, the growth from Launch to Growth plans can represent a significant step-up, particularly as Data Credit consumption scales with enrichment volume.

The pricing philosophy tells you who each platform serves. Clay wants self-serve users who scale into larger plans. Floqer wants managed relationships where pricing is part of the onboarding conversation. ZoomInfo wants enterprise commitments justified by measurable pipeline and revenue outcomes.

Integration ecosystems show platform maturity

Clay has a 150+ provider integration marketplace, native CRM connectors for Salesforce and HubSpot (Growth plan), a built-in Sequencer powered by Smartlead, Ads sync to LinkedIn, Meta, and Google, an HTTP API, and webhooks.

It also connects to external sequencers like Instantly and HeyReach. Clay is also accessible from ChatGPT and Claude via embedded AI integrations. The ecosystem is broad and growing, reflecting years of integration work.

Floqer has native connectors for Salesforce, HubSpot, Zoho CRM, and Pipedrive, plus a Snowflake two-way sync.

Outreach tools (Apollo, LemList) are downstream destinations rather than deep integrations. There is no public API, no app marketplace, and no self-service integration layer. A Chrome Extension sends LinkedIn leads into Floqer workflows. The integration set is functional but narrow, consistent with an early-stage company focusing on core use cases first.

ZoomInfo has the broadest integration ecosystem: the App Marketplace lists 120+ partner integrations across CRM, marketing automation, sales engagement, data warehouses, and communications.

Native integrations include Salesforce, HubSpot, Microsoft Dynamics 365, Snowflake, Outreach, Salesloft, and many more. Cloud Partners enable direct data ingestion into AWS, Google Cloud, Snowflake, and Databricks. The Enterprise API provides programmatic access across four areas (Data, Copilot, Marketing, Engagements), and the MCP server connects to AI models like Claude and ChatGPT. API access is included in all relevant plans.

Security, compliance, and operational risk

For RevOps and GTM engineering teams building enrichment workflows that touch customer data, compliance is not a checkbox. It is an operational risk surface. The three platforms differ meaningfully on this dimension.

Clay holds a solid compliance portfolio for an established platform: SOC 2 Type II, ISO 27001, GDPR, and CCPA certifications, all documented on trust.clay.com. For enterprise procurement reviewers, Clay's compliance posture is adequate and well-documented.

Floqer holds SOC 2 Type 2 certification. That is the extent of its public compliance disclosure. There is no ISO 27001, no ISO 27701, no GDPR certification, and no CCPA compliance documentation published on the company's trust center. For teams at mid-market and enterprise companies operating under European regulatory scrutiny, or working with legal and procurement teams that require ISO certifications, Floqer's current compliance profile will not clear the bar. This is not a fault of the product, but it is a predictable consequence of the company being 16 months old.

ZoomInfo maintains the most comprehensive compliance posture in this comparison: ISO 27001, ISO 27701, SOC 2 Type II, TRUSTe GDPR, and TRUSTe CCPA, all renewed annually. ZoomInfo is also a registered data broker in California and Vermont, a marker of proactive regulatory engagement. For enterprise buyers in regulated industries like financial services, healthcare, or government contracting, ZoomInfo's compliance infrastructure and public-company governance provide accountability that private companies cannot replicate.

If your enrichment workflow feeds customer data into a CRM and downstream tools, the compliance posture of your data provider becomes your compliance posture. That is a consideration worth factoring in before signing.

Who should you trust with your GTM data?

Platform maturity matters when you are building your revenue engine on top of a tool.

Clay was founded in 2017 and spent six years iterating before hitting hypergrowth.

It has $202.5M in total funding, a $5B valuation, 8,000+ paying businesses, and customers including OpenAI, Anthropic, Rippling, Vanta, Intercom, Google, Canva, and Stripe. It holds a 4.9 rating on G2. The platform is established in its category with a strong community (40K+ GTME members, 60+ Clay clubs worldwide).

Floqer was founded in 2024 and participated in Propel's Atlantic Canada accelerator.

It has roughly 16 employees, no disclosed funding amounts, 100+ customers, and a 4.9/5 G2 rating. Named customers include Perplexity AI, DXC Technology, Trolley, and Totango. The team is responsive and dedicated, but the company is still proving it can scale.

ZoomInfo has been building since 2007, is publicly traded on NASDAQ: GTM, and generates $1.25 billion in annual revenue with $455 million in free cash flow.

It serves 35,000+ companies including Adobe, Microsoft, Snowflake, PayPal, and JPMorgan. ZoomInfo is a Leader in both the Gartner Magic Quadrant for ABM Platforms and the Forrester Wave for Intent Data Providers (Q1 2025), with 133 No. 1 rankings on G2. Its data and platform are embedded in the operations of thousands of enterprise customers.

GTM teams that have standardized on ZoomInfo describe operational outcomes that go beyond data quality. Redwood Logistics used ZoomInfo Operations, CRM Enrichment, and Workflow Tools to cut cost per click by 99% and save 25 hours per week in manual work. Those efficiency gains reflect what happens when enrichment is powered by owned, verified data connected to an intelligence layer, not a marketplace of plugged-in providers.

Clay vs. Floqer vs. ZoomInfo: Which should you choose?

The right platform depends on the problem you are solving and the resources your team has.

Choose Clay if:

• You have (or plan to hire) a technical GTM operations person who thrives on building custom workflows

• You want flexibility in choosing and sequencing data providers

• Your primary need is enrichment and you already have execution tools in place

• You are comfortable managing credit costs and workflow maintenance as ongoing operational tasks

• You need a self-serve tool you can start using today at $167/month (annual) with a 14-day free trial

Start building with Clay's free plan or 14-day Growth trial.

Choose Floqer if:

• Your team needs enrichment but lacks the technical skills (or patience) for Clay's builder model

• You are selling into EMEA markets where US-centric databases have coverage gaps

• You want a concierge experience where the vendor configures and maintains your workflows

• You are comfortable working with an early-stage startup and accept the tradeoffs

• You already have a sequencer and just need better data flowing into it

Book a meeting with Floqer to discuss pricing and fit.

Choose ZoomInfo if:

• You need more than enrichment: you need intelligence that shows your team why deals move and which accounts to prioritize

• Verified data quality matters to your GTM motion (direct dials that ring, emails that land)

• You want a single platform where sellers execute, marketers orchestrate, and engineers build, all drawing from one intelligence layer

• Your organization needs enterprise-grade compliance (ISO 27701, TRUSTe GDPR/CCPA, registered data broker)

• You want to power AI agents and custom tools through APIs and MCP with the same data that powers ZoomInfo's own products

Explore ZoomInfo with a free Lite account or 7-day trial.

Enrichment tools like Clay and Floqer fill in missing contact data well. But for organizations that want their data to reveal not just who to contact but why they are worth contacting now, the answer is a platform that owns its data, connects signals to outcomes, and delivers intelligence wherever your team works.

That is what ZoomInfo was built to do, and after nearly two decades of investment in the data, the intelligence, and the access, no aggregator can replicate the foundation.

Looking for a deeper look at Clay's feature set and pricing? See Clay alternatives for a comparison of the full competitive landscape.

Frequently asked questions

Is Clay better than Floqer?

Clay and Floqer serve different buyer profiles. Clay gives technical GTM ops teams full control with 150+ data providers and a spreadsheet-canvas workflow builder, but requires a dedicated GTM Engineer to run effectively. Floqer gives lean teams managed enrichment without building workflows, using AI agent Flo to configure sequences from natural language. Clay is better if you have (or want to hire) technical workflow expertise. Floqer is better if you need enrichment without engineering overhead. If you need verified data, contextual intelligence, and execution in one platform, ZoomInfo addresses what both tools leave out.

What is Floqer used for?

Floqer is a managed B2B data enrichment and AI research platform. It uses an AI agent called Flo to build multi-step research and enrichment workflows from plain-language descriptions, without requiring users to configure waterfalls manually. Floqer is used by lean GTM teams for contact enrichment, EMEA data coverage, and account research, particularly teams that find Clay's builder model too complex to operate without a dedicated GTM Engineer.

Does ZoomInfo have waterfall enrichment like Clay?

Yes. ZoomInfo's GTM Studio includes waterfall enrichment across 25+ data sources, similar to Clay's multi-provider model but built on top of ZoomInfo's verified primary database rather than third-party providers alone. The key difference: Clay and Floqer aggregate third-party data and pass accuracy variability to the buyer. ZoomInfo owns and verifies its core data (500M contacts, 95%+ accuracy) and adds waterfall enrichment on top as an augmentation layer, not a foundation.

What are the main differences between Clay and Floqer?

The main difference is complexity versus managed simplicity. Clay is a build-it-yourself workflow environment with 150+ data providers, a spreadsheet-canvas interface, and dual-currency pricing (Actions + Data Credits). It requires real technical skill but gives maximum flexibility. Floqer handles configuration through AI agent Flo and concierge onboarding. Setup takes hours rather than weeks. Clay is established (founded 2017, $202.5M funding, 8K+ customers); Floqer is early-stage (founded 2024, roughly 16 employees). Both platforms depend entirely on third-party data providers and neither provides the intelligence layer that connects enriched contacts to deal context.

Is ZoomInfo an alternative to Clay or Floqer?

ZoomInfo is not just an alternative; it operates at a different layer. Clay and Floqer are enrichment workflow tools that help teams find and append contact data. ZoomInfo is an all-in-one AI GTM Platform that provides verified data (500M contacts), the GTM Context Graph for intelligence reasoning over your CRM, conversations, and behavioral signals, and access lanes for every team: GTM Workspace for sellers, GTM Studio for marketers and RevOps, and APIs and MCP for builders. If your primary need is contact enrichment, Clay or Floqer may be sufficient. If you need to understand why certain accounts are worth prioritizing and how to act on that intelligence, that is what ZoomInfo was built to do.

How much does Floqer cost compared to Clay?

Clay publishes transparent pricing starting at $167/month annually (Launch plan with 15,000 Actions and 2,500 Data Credits per month) and $446/month annually (Growth). Floqer has no public pricing and is sales-led. All engagement requires a conversation with their team. Customer testimonials reference pricing as "half the cost of Clay," but without published tiers, verifying that claim requires a sales call. ZoomInfo is free to start with consumption credits based on usage; ZoomInfo Lite provides permanent free access with 10 monthly export credits.

More Clay and Floqer comparisons and guides

If you're interested in reading more, you might like:

• Top 10 Clay Alternatives and Competitors for 2026

• Floqer Pricing: Worth It or Consider ZoomInfo? (April 2026)

• 6sense vs. Clay (vs. ZoomInfo): Which B2B GTM Platform Fits Your Team in 2026?