7 Coresignal Alternatives: B2B Data Solutions for Every GTM Workflow (2026)

Coresignal has earned its place as a public web data provider, offering real-time, multi-source datasets on companies, employees, and job postings. With 75M+ company records, 839M+ employee profiles, and 425M+ job postings from 15+ public web sources, it gives teams building data-driven products in investment, sales tech, HR tech, and market research a solid starting point.

But as your go-to-market needs grow, a public web data layer alone won't get you from insight to action. Coresignal provides raw and enriched data, but it lacks phone numbers, native CRM integrations, outreach sequencing, and behavioral intent signals. For teams that need to move from data to deal execution, the gap between Coresignal's infrastructure and a complete GTM workflow usually means bolting on several more tools.

That's where this guide comes in. We'll look at Coresignal alternatives that fill specific gaps, whether you need to:

• Combine B2B data with AI-powered prospecting, marketing orchestration, and deal intelligence in one platform

• Access large person-level datasets through developer-friendly APIs and native warehouse integrations

• Get phone-verified direct dials and GDPR-compliant contact data for outbound sales in regulated markets

• Start prospecting for free with a database that includes built-in email sequences, a dialer, and pipeline management

• Collect structured data from any public website, not just professional networks and job boards

• Monitor real-time company signals through webhook-driven alerts for AI-native workflows

• Build interconnected knowledge graphs from the public web using AI-powered extraction

This is not about finding a "better" data provider. It's about finding the right fit for your workflow. Some teams layer one of these tools on top of Coresignal to fill activation gaps; others replace it entirely with a platform that handles both data and execution.

The Best Coresignal Alternatives

What is Coresignal?

Coresignal is a public web data provider that delivers real-time, multi-source data on companies, jobs, and professionals. Founded in 2016 in Vilnius, Lithuania, it now serves 700+ organizations across investment, sales tech, HR tech, and market research.

Its key features include:

• Multi-source company data covering 75M+ enriched company profiles with 500+ data fields across firmographics, technographics, funding, workforce, and online presence

• Employee data spanning 839M+ professional profiles with 300+ fields including work experience, skills, education, and projected salary

• Job posting data with 425M+ job listings from multiple sources, deduplicated and enriched with company context

• Three processing tiers (Base, Clean, Multi-Source) letting buyers choose their tradeoff between raw freshness and enrichment depth

• Real-time API infrastructure with an average response time of 176 ms and Elasticsearch DSL query support

• Self-service AI tools including an AI Query Builder, MCP integration, and a B2B List builder for natural language data access

• Ethical data practices as a founding member of the EWDCI, with GDPR and CCPA compliance

Coresignal's three-tier processing model, aggregation from 15+ public web sources, and LLM-based enrichment make it a strong foundation for teams building data-dependent products. Its ethical collection framework (restricting scraping to publicly available business data, without logging in or using fake accounts) gives compliance-conscious buyers confidence.

However, Coresignal is fundamentally a data infrastructure layer. It does not provide phone numbers, has no native CRM or outreach tools, and its intent signals come from hiring patterns rather than observed buyer behavior.

For teams that need to move beyond data collection into prospecting, outreach, and deal execution, or that require verified direct dials and behavioral intent, Coresignal's scope may fall short.

That's why we focused on platforms that fill specific gaps in what Coresignal offers.

Looking for a B2B intelligence platform that combines data with AI-powered GTM execution? Learn more about ZoomInfo and see how it can support your go-to-market workflow.

How We Curated Our List of Coresignal Alternatives

After testing Coresignal and researching the B2B data market, we found that its public web data infrastructure serves technical buyers well, but many teams need more. Coresignal excels at delivering bulk structured datasets for data engineers and product teams, but businesses often need:

• The ability to turn raw B2B data into GTM execution with prospecting, marketing orchestration, and deal intelligence

• Verified phone numbers and direct dials for cold-calling workflows

• A path from data to outreach without buying and integrating separate tools

• Web data beyond professional networks and job boards

• Real-time signals through event-driven webhooks rather than batch refreshes

• Knowledge graphs that map entity relationships across the public web

• Large person-level datasets embedded into products through developer-friendly APIs

Each tool on this list leads in one of these areas. You might use them alongside Coresignal to fill specific gaps, or switch entirely depending on your workflow.

1. ZoomInfo: Best Alternative for B2B Intelligence With AI-Powered GTM Execution

ZoomInfo is an AI-powered GTM platform built on a large B2B dataset: 500M contacts, 100M companies, 135M+ verified phone numbers, and 200M+ verified business emails. That data fuels ZoomInfo's 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.

The result: the AI drafting your next outreach understands the concern behind the conversation, your next GTM play targets accounts matching your actual win patterns, and your forecast reflects buying evidence rather than rep optimism. Key features include:

• B2B data spanning identity data, company context, and buying signals, verified through a multi-source pipeline backed by 300+ human researchers and achieving up to 95% accuracy on first-party data

• GTM Context Graph that unifies your CRM, conversation intelligence, intent signals, and behavioral data into one intelligence layer that captures not just what happened, but why it happened

• Buyer Intent Data tracking signals from 210 million IP-to-Organization pairings and 6 trillion+ new keyword-to-device pairings sourced monthly, with Guided Intent identifying topics historically correlated with deal success

• Multiple access paths through APIs and MCP for any tool, GTM Workspace for sellers, and GTM Studio for marketers and RevOps

Where Coresignal delivers raw and enriched public web data for technical teams to integrate into their own stacks, ZoomInfo provides the intelligence and execution layer that turns data into revenue outcomes. It covers Coresignal's data use cases and extends into prospecting, deal execution, marketing orchestration, and AI-powered GTM workflows.

Why Choose ZoomInfo Over Coresignal for B2B Intelligence and GTM Execution

Coresignal offers valuable public web data infrastructure. ZoomInfo delivers a broader platform that combines data, intelligence, and execution. Here's where ZoomInfo adds the most:

Data Scale and Verification: More Contacts, With Verified Phone Numbers and Emails

Coresignal covers 839M+ employee profiles and 75M+ company records from public web data, but its contact information is limited to professional emails only, with no phone numbers.

ZoomInfo maintains 500M+ contacts with 135M+ verified phone numbers, 120M+ direct-dial phone numbers, and 200M+ verified business emails. A multi-source verification pipeline that includes 300+ human researchers achieves up to 95% accuracy on first-party data.

This advantage holds up under scrutiny. In a Fortune 500 competitive RFP analyzing 25 million contacts across vendors, the independent consultant concluded that "no other competitor came even close."

ZoomInfo was also named a Leader in the Forrester Wave for Intent Data Providers in B2B (Q1 2025), receiving the highest possible scores across eight criteria.

⚡ZoomInfo in Action: When your sales team needs to reach a buying committee at a target account, ZoomInfo doesn't just return a list of names.

It provides verified direct-dial phone numbers, business emails, department org charts showing who reports to whom, and the technographic and intent signals that tell you why now is the right time to reach out. No stitching together a separate phone data provider, email verification tool, and intent platform on top of a raw data feed.

The GTM Context Graph: Intelligence That Explains Why Deals Move

Coresignal infers purchase intent from job postings, headcount changes, and growth signals (a proxy-based approach built from public hiring data).

ZoomInfo's GTM Context Graph takes a different approach: it fuses ZoomInfo's third-party intelligence with your CRM records, conversation transcripts from Chorus, email interactions, and behavioral signals into one intelligence layer.

As ZoomInfo's Chief Product Officer Dominik Facher writes: "The CRM recorded the state change. It has no record of why it happened." The GTM Context Graph captures the context behind deal movements: who's championing, who's blocking, what competitive threats emerged in the last call, and which signal patterns match your actual win history.

This intelligence powers every downstream action. GTM Workspace surfaces AI-recommended next steps for sellers.

GTM Studio lets marketers describe audiences in plain language and launch multi-channel plays targeting accounts that match proven win patterns. The reasoning stays consistent across every surface because it all draws from one graph.

⚡ZoomInfo in Action: Your AI assistant inside GTM Workspace generates a 10-second account brief pulling CRM history, company news, ZoomInfo signals, and stakeholder context.

It doesn't just tell you the CFO joined the last call; it identifies that executive sponsorship entering at this stage, combined with ROI-focused questions, matches the pattern behind closed-won deals in your segment. Seismic's sales team reported 54% productivity gains and 11.5 hours saved per week using this intelligence.

Behavioral Intent Data: Observed Buying Signals, Not Just Hiring Proxies

Coresignal identifies potential buyers by tracking job postings and headcount changes, inferring that companies hiring for certain roles may be in-market.

ZoomInfo's Intent Data tracks actual research behavior from 210 million IP-to-Organization pairings, identifying when companies are actively researching topics related to your solution.

Guided Intent (exclusive to ZoomInfo) identifies topics historically correlated with deal success rather than requiring manual topic selection.

This behavioral data pairs directly with verified contact information. When an account surges on a relevant intent topic, your team can see the verified phone numbers and emails of decision-makers within that account and act the same day.

Access Options: APIs, MCP, and GTM Front-Ends

Coresignal delivers data through REST APIs and bulk flat files.

ZoomInfo provides the same API and bulk delivery options through its Enterprise API and MCP server, but also offers two front-ends that Coresignal does not have:

• GTM Workspace gives sellers a single surface where prioritized accounts, AI-drafted outreach, and deal execution converge. Customers report boosting pipelines by 23% and booking nearly 60% more meetings per week.

• GTM Studio gives marketers and RevOps teams a builder where audience definition, campaign orchestration, and pipeline measurement happen in natural language. Expansion plays that used to take 3 weeks now launch in 30 minutes.

The ZoomInfo MCP server connects AI models directly to ZoomInfo's B2B data as a native tool, currently supporting Claude and ChatGPT.

For technical teams, the Enterprise API provides structured endpoints for Search, Enrich, Copilot (AI intelligence), Marketing (audience management), and Engagements (bidirectional first-party data).

⚡ZoomInfo in Action: A marketer in GTM Studio types "Show me mid-market SaaS companies in EMEA that are researching competitive intelligence tools and have hired a new VP of Sales in the last 90 days."

The platform builds the audience, launches a multi-channel play across email, ads, and SDR routing, and tracks pipeline impact in real time. No engineering ticket. No CSV export. No separate activation tool. The same intelligence flows into GTM Workspace, where sellers see those accounts in their prioritized feed with AI-drafted outreach ready to send.

ZoomInfo Pricing

ZoomInfo uses a custom-quoted, seat-and-credit-based subscription model. Pricing depends on number of users, monthly credit volume, features, company size, and contract length.

Sales plans are organized into three tiers:

• Professional: Contact and company data, advanced search and export, mobile numbers and business emails, CRM integrations (HubSpot, Salesforce, and more), Chrome extension, and AI-powered email generation

• Advanced: Adds target account prioritization, Buyer Intent signals, website visitor identification, Champion Tracking, buying group filters, and automated outreach workflows

• Enterprise: Adds real-time buyer intent, advanced company attributes, custom intent signals, advanced workflows and reporting, dedicated customer service manager, and AI-generated account summaries

Marketing plans include Marketing Demand, ABM Lite, and ABM Enterprise tiers with increasing credits, intent topics, and advertising capabilities.

ZoomInfo also offers a permanent free tier: ZoomInfo Lite provides access to 100M+ verified profiles, 10 monthly export credits, the ReachOut Chrome Extension, HubSpot integration, and WebSights Lite with up to 10 website visitor reveals per day. No credit card or time limit. A separate 7-day free trial is also available with broader feature access.

Who Should Use ZoomInfo?

Choose ZoomInfo if:

• You need verified B2B data and a complete GTM execution platform in one.

Coresignal provides raw data infrastructure that requires separate tools for prospecting, outreach, and pipeline management. ZoomInfo combines large-scale B2B data with AI-powered execution through GTM Workspace and GTM Studio, removing the need to stitch together multiple vendors.

• Your team needs verified phone numbers and behavioral intent signals to power outbound sales.

Coresignal does not provide phone numbers and infers intent from job postings. ZoomInfo delivers 135M+ verified phone numbers and behavioral intent data from 210 million IP-to-Organization pairings, so your team can identify in-market accounts and call decision-makers the same day.

• You want AI that understands your deals, not just your data.

Coresignal delivers enriched records. ZoomInfo's GTM Context Graph unifies your CRM, conversation transcripts, and behavioral signals to explain why deals move or stall, powering AI that drafts outreach addressing a prospect's specific concern, prioritizes accounts by buying evidence rather than stage labels, and surfaces hidden stakeholders in buying committees.

Want to see how ZoomInfo can support your go-to-market workflow? Start a free trial or explore ZoomInfo Lite for permanent free access.

2. People Data Labs: Best Alternative for Developer-First Data APIs With Large Person-Level Coverage

People Data Labs is a B2B data infrastructure provider that assembles, cleans, and structures professional and company data at scale for engineers, data scientists, and product teams to embed into their own applications. Key capabilities include:

• 1.5 billion unique person profiles de-duplicated from nearly three billion raw records, with over 300 million job updates tracked globally per quarter

• Eight distinct API endpoints including Person Enrichment, Person Search, Person Identify, Company Enrichment, IP Enrichment, and more

• Official SDKs in five languages (Python, JavaScript, Ruby, Go, Rust) plus native integrations with Snowflake and Databricks

• Per-match pricing with a permanent free plan offering 100 monthly credits

Named clients include S&P Global, Clay, Hire Ez, SeekOut, ServiceNow, and Accenture.

Why Choose People Data Labs Over Coresignal for Developer-First Data APIs

People Data Labs stands out in three areas:

• Broader Person-Level Coverage

Coresignal's employee dataset covers 839 million records. People Data Labs maintains 1.5 billion unique person profiles with schemas covering identity, contact information (emails, phone numbers, street addresses), full work history, education, and social profiles. For teams whose primary job is person-level enrichment at scale (whether powering an AI recruiting platform or enriching CRM contacts) the coverage gap matters.

• A Broader API Surface for Specialized Workflows

Coresignal uses Elasticsearch DSL across three dataset categories. People Data Labs offers endpoints built for distinct use cases: the Person Identify API returns up to 20 ranked candidates from ambiguous inputs for entity resolution, the IP Enrichment API matches IP addresses to companies, and Sandbox APIs return synthetic data at zero credit cost for integration testing. Both Elasticsearch DSL and SQL syntax are supported for searches.

Source: People Data Labs

• More Integration Paths Out of the Box

Coresignal delivers data through REST APIs and bulk flat files without official SDKs. People Data Labs provides SDKs in five languages, native marketplace integrations with Snowflake and Databricks, no-code connectors via Zapier and Make, and a native Salesforce integration. This cuts custom plumbing for data engineering workflows.

🏅 NOTE: We also evaluated Crustdata and Lead411 for this archetype. While Crustdata excels at real-time company data with unique social signals, and Lead411 offers a sales-focused contact database with verified direct dials, People Data Labs is the strongest fit for data teams scaling B2B data infrastructure with its tiered pricing and developer-friendly SDK ecosystem.

People Data Labs Pricing

People Data Labs uses a credit-based, pay-per-match pricing model where credits are only consumed on successful matches.

• Free Plan: $0/month, no credit card required, 100 monthly credits with contact fields returned as True/False flags

• Pro Plan: $100/month minimum commitment for full field access, includes 1,000 free Person Search credits/month, self-serve via dashboard

• Enterprise Plan: Custom pricing with dedicated support team and unlimited access under data license

Unused credits roll over up to 100% of the next period's allocation. Data License Feeds for bulk delivery via AWS/GCP/Snowflake are separately priced enterprise contracts. Security certifications include ISO 27001 and SOC 2 Type 2.

Source: People Data Labs

Who Should Use People Data Labs?

Choose People Data Labs if:

• You are building a data-reliant product and need person data at infrastructure scale, with 1.5 billion unique person profiles and per-match API pricing built for platforms embedding B2B data into their own products.

• Your data engineering team wants official SDKs, native warehouse integrations, and no-code connectors rather than raw API examples and flat file delivery.

• You need low entry pricing to test and scale gradually, with a permanent free tier, a $100/month Pro minimum, and zero-cost Sandbox APIs for integration testing.

3. Cognism: Best Alternative for Phone-Verified, Compliance-First B2B Contact Data

Cognism is a B2B sales intelligence platform headquartered in London that provides revenue teams with accurate, compliant contact and company data built for outbound prospecting. Key capabilities include:

• Diamond Data phone-verified mobile numbers with 10 million+ verified contacts globally, achieving a 20% connection rate, 7x the industry standard

• Database spanning 440M+ contacts and 100M+ companies with 95% of director-level contacts refreshed every 30 days

• GDPR-first compliance with DNC list screening across 15 international markets and ISO 27001, ISO 27701, and SOC 2 Type II certifications

• Bombora-powered intent data covering 11,000+ topics

Why Choose Cognism Over Coresignal for Phone-Verified B2B Contact Data

Cognism stands out in three areas:

• Direct-Dial Phone Numbers That Coresignal Cannot Provide

Coresignal's contact information is limited to professional emails only, with no phone numbers. This is a structural choice rooted in its ethical collection framework. Cognism's Diamond Data program solves this: human researchers phone-verify mobile numbers, and an independent study found that phone-verified numbers are 3x more likely to connect. Teams can request on-demand verification of a specific contact's mobile within 48 hours via Diamonds on Demand. SingleStore reported a 300% increase in dials weekly after switching to Cognism.

• GDPR-First Architecture With European Market Depth

Cognism screens its telephone database against DNC registries in 15 countries, including the UK, US, Germany, France, and Ireland. The platform claims 90% coverage of European decision-makers. Lead Forensics' CEO stated that when testing a US competitor vs. Cognism for EU data, Cognism converted 60% better. For teams prospecting across EMEA, this combination of compliant private contact data and regulatory coverage is something Coresignal's public-web-only model cannot match.

• Built-In Prospecting Interface

Coresignal's primary access method is Elasticsearch DSL, which most sales reps can't use without technical support. Cognism's Sales Companion provides a web application where reps receive daily AI-recommended leads, a Chrome extension for LinkedIn and corporate websites, and native integrations with Salesforce, HubSpot, Outreach, and Salesloft. AI Search enables natural language querying, reportedly making prospecting 74% faster.

Source: Cognism

🏅 NOTE: We also evaluated Kaspr and Lead411 for this archetype. While Kaspr excels at lightweight LinkedIn-based phone number extraction, and Lead411 offers verified B2B contact data at a more accessible price point, Cognism offers the most complete prospecting experience for sales teams in regulated markets, combining verified contact data, a visual UI, and CRM integrations.

Cognism Pricing

Cognism uses a custom-quote, seat-based pricing model with no publicly listed prices. Two main packages:

• Grow: Business emails, mobile numbers (non-verified), work history, company intelligence, CRM integrations, up to 3 lists with 250 contacts per list. Diamond Data available as a paid add-on.

• Elevate: Everything in Grow plus Verified Mobile Numbers (Diamond Data), up to 10 lists with 500 contacts per list, market signals including Job Changes, Funding alerts, Intent data across 12 topics, and Technographic data across 12 technologies.

Who Should Use Cognism?

Choose Cognism if:

• Your sales team relies on cold calling and needs phone-verified direct dials that Coresignal does not provide.

• You prospect heavily in European markets and need GDPR-compliant private contact data with DNC screening across 15 countries.

• Your team lacks data engineering resources and needs a ready-made prospecting tool with AI-recommended leads, CRM integrations, and one-click exports.

4. Apollo.io: Best Alternative for Free B2B Database Access With Built-In Outreach

Apollo.io is a B2B AI sales platform that combines a 270M+ contact and 70M company database with multichannel outreach sequencing, a built-in dialer, and pipeline management, all accessible from a permanently free tier. Key capabilities include:

• A 270M+ contact database with a 7-step email verification process claiming 91% email accuracy and direct-dial phone numbers

• Multichannel outreach sequences supporting emails, phone calls, LinkedIn steps, and custom tasks with AI-generated personalization

• A Parallel Dialer enabling reps to connect with 100+ prospects per hour

• Buying intent data covering 1,600+ topics via LeadSift (a Foundry company), available on all plans including free

Why Choose Apollo.io Over Coresignal for Free B2B Database Access With Built-In Outreach

Apollo.io stands out in four areas:

• A Permanently Free Plan With Real Data Access

Coresignal's free tier provides 200 Collect credits valid for only 14 days. Apollo's free Starter plan is permanent, including 75 credits per month, access to the full contact database, two active outreach sequences, the Chrome Extension, and buying intent signals. A solo founder or early-stage SDR can build prospect lists and run basic email sequences without spending anything.

• Data and Outreach in a Single Platform

Coresignal is a data layer with no native CRM or outreach capability. Apollo eliminates the need for a separate sales engagement tool: the same platform where you search for contacts also lets you build multichannel sequences, run a parallel dialer, schedule meetings, and manage deals. For teams paying for separate data and engagement tools, this consolidation can cut total cost of ownership.

• Visual Prospecting Filters for Non-Technical Users

Coresignal's full API power requires Elasticsearch Query DSL. Apollo offers 65+ visual search filters through a point-and-click interface, plus a Chrome Extension that reveals contact data directly from LinkedIn and company websites.

Source: Apollo.io

• Direct-Dial Phone Numbers Included Coresignal provides professional emails only, no phone numbers. Apollo includes both verified email addresses and direct-dial phone numbers, claiming less than 1% invalid direct phone numbers.

🏅 NOTE: We also evaluated Diffbot and People Data Labs for this free-alternative archetype. Diffbot offers a free plan with 10,000 credits, and People Data Labs provides a free tier with 100 lookups. However, we selected Apollo.io because its free plan includes not just data access but also outreach sequencing, a built-in dialer, meeting scheduling, and a lightweight CRM.

Apollo.io Pricing

• Free (Starter): $0/seat/month, 75 credits/month, 2 active sequences, Gmail-only email connection, Chrome Extension, buying intent data

• Basic: $49/seat/month (annual), 30,000 credits/year, Microsoft Office support, multiple seats

• Professional: $79/seat/month (annual), 48,000 credits/year, CRM enrichment, unlimited active sequences

• Organization: $119/seat/month (annual only, minimum 3 seats), 72,000 credits/year, SSO, custom reporting, advanced API access

Source: Apollo.io

Who Should Use Apollo.io?

Choose Apollo.io if:

• You need a free, permanent starting point with real data access and basic outreach capability, not a 14-day trial with 200 credits.

• Your team needs to go from prospect identification to multichannel outreach in a single platform without buying a separate engagement tool.

• You are a non-technical user who wants visual filters and a Chrome Extension rather than writing Elasticsearch queries.

5. Bright Data: Best Alternative for Web Data Infrastructure

Bright Data is a web data infrastructure platform that provides the toolchain for collecting, structuring, and using public web data from virtually any online source. Key capabilities include:

• Web scraping APIs across 120+ domains spanning ecommerce, social media, search engines, and B2B sources

• 150M+ proxy IPs across 195 countries with residential, ISP, datacenter, and mobile options at 99.99% uptime

• Pre-built datasets with over 5 billion structured records across 100+ domains

• AI-native infrastructure including The Web MCP with 5,000 free requests per month

Bright Data serves over 20,000 organizations and supports 14 of the top 20 global LLM labs.

Why Choose Bright Data Over Coresignal for Web Data Infrastructure

Bright Data stands out in three areas:

• Broader Data Collection Scope

Coresignal collects from 15+ public web sources focused on professional networks and job boards. Bright Data spans 120+ domains across B2B profiles, ecommerce, search engines, social media, and more. For teams that need competitor pricing data from Amazon, review sentiment from G2, or SERP rankings alongside B2B intelligence, Bright Data replaces multiple vendor contracts.

• Build-Your-Own Infrastructure vs. Pre-Packaged Datasets

Coresignal delivers what it has already collected and structured. Bright Data provides the infrastructure layer itself: a 150M+ IP proxy network, Browser API compatible with Puppeteer, Playwright, and Selenium, and Scraper Studio that lets users describe desired data in plain language so AI generates the scraper code. When your data needs extend beyond Coresignal's three dataset families, you can build custom scraping pipelines on the same platform.

Source: Bright Data

• Proven Legal Standing and Enterprise Compliance

Bright Data has the strongest legal track record in web scraping. On January 23, 2024, a U.S. Federal Court ruled in favor of Bright Data against Meta, and on May 10, 2024, a federal judge dismissed X's allegations. The platform holds ISO 27001:2022, ISO 27017, and ISO 27018 certifications and SOC 2 and SOC 3 compliance.

🏅 NOTE: We also evaluated Diffbot and Veridion for this archetype. While Diffbot excels at knowledge graph construction from unstructured web data, and Veridion focuses on firmographic enrichment with SMB coverage, Bright Data offers the widest range of web data capabilities for teams needing B2B data alongside ecommerce intelligence, SERP monitoring, or custom scraping infrastructure.

Bright Data Pricing

Bright Data operates on a usage-based pricing model:

• Scraper APIs: $0.75/1K records

• Datasets: From $250/100K records

• Web Unlocker API: From $1/1K requests

• Residential proxies: $2.50/GB

• Datacenter proxies: $0.077/GB

Source: Bright Data

New accounts start with a 7-day Playground mode (no credit card), and verified accounts receive a 30-day trial with $5 free credit. Bright Data also matches the first deposit dollar-for-dollar up to $500.

Who Should Use Bright Data?

Choose Bright Data if:

• Your data needs extend beyond B2B company and employee profiles to ecommerce, SERP, social media, or other web data categories.

• You want to build custom scraping pipelines for proprietary sources that no pre-built dataset covers.

• You're building AI agents that need real-time web access without getting blocked, through The Web MCP.

6. Crustdata: Best Alternative for Real-Time Data Signals and AI-Native Workflows

Crustdata is a data layer for AI agents that delivers real-time company and people data via APIs, covering 1 billion people and 60 million companies globally. A graduate of the Y Combinator Fall 2024 cohort, it is built for AI-powered sales, recruiting, and investment platforms. Key capabilities include:

• Real-time data enrichment from 16+ sources with 250+ company datapoints and the option to pull data live from the web at request time

• Watcher API with 11+ distinct watch types pushing real-time alerts via webhooks for company growth, hiring, funding, social activity, and personnel changes

• People Search and Enrichment across 1 billion+ profiles with 60+ filters and 90+ live datapoints per person

• Social Posts API retrieving full post content with engagement metrics and detailed reactor profiles

Why Choose Crustdata Over Coresignal for Real-Time Data Signals

Crustdata stands out in three areas:

• Real-Time Data Enrichment vs. Batch Refresh Cycles

Coresignal's dataset delivery is primarily monthly, with daily and quarterly options for specific datasets. Crustdata's API requests can trigger live crawlers that fetch data from the web instantly, with sub-2-second response times for cached enrichment and up to 10 minutes for live pulls. For teams building AI SDRs or deal-sourcing tools, this means data that reflects the web's current state at the moment of query.

• Broader Webhook Infrastructure

Coresignal offers webhooks for employee position changes, restricted to their Premium tier ($1,500/month and above). Crustdata's Watcher API provides 11+ distinct watch types covering job postings, funding, headcount growth, department hiring, LinkedIn posts, social media with keyword tracking, job changes, promotions, and news mentions. This shifts data delivery from "pull" to "push," enabling AI agents to time outreach based on real-time signals.

• Social Post and Engagement Data

Coresignal's employee data includes basic post counts and reactions. Crustdata's Social Post API retrieves full post content, engagement metrics, and detailed profiles of users who interacted with posts (including professional backgrounds) with 30 to 60 second real-time latency.

Source: Crustdata

🏅 NOTE: We also evaluated Veridion and Xverum for this archetype. While Veridion excels at firmographic data with SMB coverage, Crustdata offers the most compelling real-time infrastructure for teams building AI-native workflows that need webhook-driven, signal-based automation.

Crustdata Pricing

Crustdata operates on a credit-based API pricing model with both monthly and annual options. Real-time enrichment costs 5 credits per profile; database enrichment costs 1 credit. All customers receive dedicated Slack channels for technical support. A free trial is available for developers to test endpoint latency and data compatibility.

Source: Crustdata

Full Dataset flat file delivery is also available with monthly, quarterly, or yearly refresh schedules. Specific tier pricing requires contacting sales.

Who Should Use Crustdata?

Choose Crustdata if:

• You are building AI agents or automated platforms that need real-time, low-latency data feeds through a single API.

• You need webhook-driven signal monitoring across multiple event types like job changes, funding, hiring spikes, and social posts.

• Data freshness is a competitive advantage in your market, whether for deal sourcing, sales automation, or investment research.

7. Diffbot: Best Alternative for AI-Powered Knowledge Graph Intelligence

Diffbot is a Knowledge as a Service (KaaS) company that transforms the public web into structured, queryable data using machine learning and computer vision. Key capabilities include:

• Knowledge Graph with 10B+ interconnected entities and 1 trillion+ structured facts, covering 246M+ companies, 1.6B+ articles, and 3M+ products

• Autonomous AI-based extraction using computer vision and machine learning to structure any web page without site-specific rules, working with any human language

• Data provenance on every fact, with each fact sourced from an average of six weighted locations linking back to original public URLs

• Continuously rebuilt from scratch every 4-5 days with 100M new entities added monthly

Clients include Andreessen Horowitz, Sequoia Capital, Dow Jones, FactSet, AlphaSense, and Snapchat.

Why Choose Diffbot Over Coresignal for AI-Powered Knowledge Graph Intelligence

Diffbot stands out in three areas:

• AI-First Extraction vs. Traditional Web Scraping

Coresignal scrapes specific known sources from its 15+ public web sources using conventional techniques. Diffbot's computer vision models look at websites and find data much like a human would, classifying pages and extracting structured fields without site-specific rules. This means Diffbot can extract data from virtually any public web page, while Coresignal is limited to its curated source list.

• Knowledge Graph Architecture Enables Relationship Discovery

Coresignal delivers flat records: company profiles with 500+ fields, employee profiles with 300+ fields. Diffbot's Knowledge Graph structures 10 billion entities linked by 1 trillion+ facts as an interconnected graph where entities have typed relationships to one another. This enables queries that flat datasets cannot support: mapping supply chain dependencies, identifying board member overlaps, and tracking technology adoption patterns. Centrly uses Diffbot to help corporate strategy teams discover potential partners in emerging technology markets.

Source: Diffbot

• Data Provenance at the Fact Level

Coresignal provides source attribution at the dataset level (which of the 15+ sources contributed to a record). Diffbot provides provenance at the individual fact level, with every data point including a link back to the original public URL. This matters for regulated industries, academic research, and due diligence workflows. Customer Zippia reported reducing wrong company information by at least 50% after integrating Diffbot.

🏅 NOTE: We also evaluated NetNut and Xverum for this archetype. While NetNut excels at proxy-based web data collection, Diffbot offers the most distinctive approach, using AI to autonomously structure the public web into an interconnected knowledge graph.

Diffbot Pricing

Diffbot operates on a usage-based credit system with monthly subscriptions and no long-term contracts:

• Free Plan: $0/month, 10,000 credits per month, no credit card required, access to Extract, Crawl, NLP, and Knowledge Graph

• Startup Plan: $299/month, 250,000 credits, 5 calls per second

• Plus Plan: $899/month, 1,000,000 credits, 25 calls per second, 3 user licenses

• Enterprise Plan: Custom pricing, 100+ active crawls, custom SLA

Source: Diffbot

Note that credit costs vary by operation type: basic page extraction costs 1 credit, but Knowledge Graph entity exports cost 25 credits and facet queries cost 100 credits each.

Who Should Use Diffbot?

Choose Diffbot if:

• You need structured data from across the public web, not just professional networks and job boards, and Coresignal's curated source list does not cover your use case.

• Your use case depends on discovering relationships between entities, such as supply chain risk assessment, competitive analysis, or market intelligence.

• Data provenance and source traceability are compliance requirements for regulated industries, academic research, or due diligence.

The Final Verdict

Coresignal provides strong public web data infrastructure for teams building data-driven products, but different go-to-market workflows need different capabilities. Based on our research, here are the best alternatives:

• ZoomInfo for B2B intelligence with AI-powered GTM execution, verified phone numbers, behavioral intent data, and seller and marketer front-ends

• People Data Labs for developer-first data APIs with 1.5 billion person profiles, official SDKs in five languages, and native warehouse integrations

• Cognism for phone-verified, GDPR-compliant contact data built for sales teams prospecting in regulated European markets

• Apollo.io for free B2B database access with built-in multichannel outreach sequencing, a dialer, and pipeline management

• Bright Data for web data infrastructure spanning 120+ domains with proxies, scraping APIs, and pre-built datasets

• Crustdata for real-time data signals with webhook-driven alerts built for AI-native workflows

• Diffbot for AI-powered knowledge graph intelligence that structures the public web into queryable, relationship-rich data

You don't have to choose between Coresignal and these alternatives exclusively. Many teams use Coresignal as a data layer alongside tools that provide the activation, compliance, or breadth they need. Consider your specific workflow requirements when deciding which solution fits best.

Want to see how ZoomInfo can support your go-to-market workflow? Start a free trial or explore ZoomInfo Lite for permanent free access.