7 Best Coresignal Alternatives for B2B Data in 2026

Compare 7 Coresignal alternatives on API fit, data freshness, licensing and verified 2026 pricing, from PDL to Crustdata.

Published Updated 12 min read
7 Best Coresignal Alternatives for B2B Data in 2026

The best Coresignal alternatives in 2026 are People Data Labs for a close person and company API, Crustdata for real-time data, Bright Data for bulk snapshots, Clay for enrichment waterfalls, Apollo for sales teams, Cognism for verified phone data and Hunter for email discovery. The right choice depends on whether data feeds a product, an internal workflow or a sales rep.

Coresignal is unusually transparent about its credit cost per record type. That makes cost modelling easier than it is with many enterprise vendors, but price is only one part of the decision. Freshness, licensing, data delivery and the engineering work around the API can matter more.

  • Coresignal becomes dramatically cheaper per record as volume rises, so compare vendors at your expected monthly usage rather than their smallest advertised plan.
  • People Data Labs is the closest cached API alternative, while Crustdata is the strongest direct option when fresh search, enrichment and monitoring are central to the product.
  • Bright Data fits bulk delivery. Clay, Apollo, Cognism and Hunter solve narrower operational jobs rather than replacing the same data layer.
  • Job data is no longer unique to Coresignal. People Data Labs now offers a beta Job Posting Search API, while Crustdata and Bright Data also provide job data through different delivery models.

Every price and credit rule below was checked against an official vendor source on 21 August 2026. Where a public dollar value was unavailable, this guide says so.

How much does Coresignal cost in 2026?

Coresignal homepage presenting its B2B data APIs and datasets
Coresignal homepage: data by the record, with the credit cost of each record published.

Coresignal publishes a credit slider for its Database APIs. A 7-day trial gives 2,000 credits. Mini is $49 per month for 2,500 credits, Starter $199 for 12,000, Pro $499 for 35,000, Growth $1,000 for 150,000, Premium $1,500 for one million, Scale $3,000 for four million and Elite $5,000 for ten million. Annual billing is 10 percent lower.

Record type determines the actual bill. Employee and company records cost 10 to 20 credits, a job posting costs 1 credit and contact enrichment costs 20. An employee record therefore costs roughly 17 to 33 cents on Starter and about 1.5 to 3 cents on Premium.

That spread is larger than many headline differences between vendors. Model the exact fields, volume and refresh frequency you need before comparing monthly prices. A test at 12,000 credits and one at a million credits can produce different winners.

Credits roll over for three months on Premium, Scale and Elite. Job postings are the cheapest record type, but they are not an exclusive capability, so compare the query model and freshness you need against PDL, Crustdata and bulk dataset vendors.

How do 7 Coresignal alternatives compare?

Rates checked on 21 August 2026. The last column matters most because the products below use different delivery and licensing models.

VendorEntry priceHow it chargesWhat it is really for
Coresignal7-day trial, then $49 per monthCredits by record typeCached people, company and job APIs
People Data LabsFree, then $98 per monthPer successful recordPerson, company and beta job APIs
Bright DataFrom $250 for 100,000 recordsLicensed bulk recordsReceiving and managing a dataset snapshot
ClayFree, then from $167 per month annualActions plus data creditsOrchestrating multiple data providers
ApolloFree, then $49 per seat annualSeat plus creditsSales prospecting and sequencing
CognismCustom quoteCredits and contract termsVerified phone data and DaaS
CrustdataCredit-based, plan price on requestCredits per endpoint and resultReal-time search, enrichment and monitoring
HunterFree, then $34 per month annualSearch and verification creditsEmail discovery and verification

Only People Data Labs and Crustdata share Coresignal's API-first product shape. The other alternatives solve adjacent problems, which is worth knowing before a migration plan gets written.

What are the 7 best Coresignal alternatives?

1. People Data Labs

People Data Labs homepage presenting its B2B person and company data API
People Data Labs homepage: the closest like-for-like, and the most honest about coverage.

People Data Labs is the closest cached API substitution. Its Person API pricing allows up to 100 free monthly records with contact fields obfuscated, then Pro starts at $98 per month for 350 records or exactly $940.80 per year for 4,200 records.

PDL also publishes field-level coverage and testing guidance instead of relying only on a headline database size. Coverage changes by field, geography and segment, so run the same representative sample through both APIs and compare the fields that your product actually uses.

The old assumption that PDL has no job data is now wrong. Its Job Posting Search API launched in beta in April 2026, is available by request and charges one credit per returned job posting. Coresignal still has the more established public pricing path for this use case. Our People Data Labs alternatives comparison covers the wider API field.

2. Bright Data

Bright Data homepage presenting its web data platform, datasets, scraper APIs and proxy network
Bright Data homepage, captured July 2026.

Bright Data fits teams that want a large licensed snapshot rather than a query API. Its dataset pricing starts at $250 for 100,000 records, or $2.50 per 1,000. It offers people, company and job datasets, with discounts for recurring refresh schedules.

That record price can be lower than Coresignal, but the purchase is different. Your team receives and manages the dataset, including storage, filtering, refreshes and compliance. Bright Data does not transfer unrestricted ownership, and its dataset licence limits redistribution and use in competing products.

Choose Bright Data when the dataset shape is known and bulk delivery suits the architecture. Choose Coresignal when requests are variable and paying per returned record is operationally simpler. Confirm the permitted use in the signed order before embedding either source in a customer-facing product.

3. Clay

Clay homepage presenting its data orchestration and enrichment workspace
Clay homepage: not a source, a way of asking several sources at once.

Clay does not replace a database with another database. It orchestrates enrichment across many providers. Launch costs $185 monthly or about $167 per month on annual billing. Growth costs $495 monthly or about $446 per month when billed annually. Clay separates Actions, which measure workflow operations, from Data Credits used by enrichment providers.

Each enrichment step consumes one Action when it runs, including a no-result step or an enrichment called with your own API key. Data Credit use depends on the provider and returned data. A waterfall can therefore consume several Actions while Data Credits vary across providers. Stop the sequence as soon as the required field passes and track both balances separately.

Clay is primarily a workspace and orchestration layer, not a licensable raw data source that drops into a product. It can call HTTP APIs, but product builders still need contracts with the underlying providers. See the Clay alternatives if the buyer is a GTM team rather than an engineering team.

4. Apollo.io

Apollo.io homepage presenting its go-to-market platform with a contact database and sequencing
Apollo homepage: the answer for teams who wanted a product, not a data layer.

Apollo belongs in the shortlist when the real buyer is a sales team. It combines a database of more than 230 million contacts with prospecting and sequencing. Basic starts at $49 per seat per month on annual billing, and a free plan is available for testing.

Apollo does provide API access on paid plans, including enrichment on Basic. The constraint is licensing: its standard terms are for internal business use and do not let a customer power an external product, expose Apollo data to end users or resell it without a separate agreement. Compare the Apollo alternatives if sales workflow matters more than embedded data.

5. Cognism

Cognism homepage presenting its compliance-first B2B sales intelligence platform
Cognism homepage: phone verification, with bulk delivery sold as an add-on.

Cognism is the premium option for teams prioritising phone data. Its main pricing page does not publish a self-serve rate and requires a custom quote. Standard and Pro include five seats, while Data-as-a-Service for bulk or API delivery is scoped separately by volume and delivery method.

The reason to accept a custom contract is the documented phone verification and do-not-call screening workflow, not a broader raw dataset. If Coresignal feeds analysis or a product, Cognism is rarely the closest substitute. If the team calls European prospects and verified mobile quality determines conversion, test it on the exact market before deciding.

6. Crustdata

Crustdata landing page presenting real-time people and company data APIs
Crustdata landing page: real-time search, enrichment and monitoring for products and AI agents.

Crustdata is the most direct addition from the live search results because it competes for product builders, not only sales reps. Its official API pricing documentation uses credits by endpoint: indexed person, company and job search costs 0.03 credits per result, company enrichment costs 2 credits and person enrichment ranges from 1 to 7 credits depending on the requested fields.

Crustdata is strongest when freshness and event-driven workflows matter. It offers indexed and live search, enrichment, job and social post data, plus webhooks for monitoring changes. Public documentation exposes endpoint credit costs, while plan price, quota and some live endpoint access depend on the account. Ask for the dollar value of a credit and model each endpoint before comparing it with Coresignal.

7. Hunter

Hunter homepage presenting its email finder, verification and API products
Hunter homepage: focused email discovery and verification with API access.

Hunter is the specialist choice when the honest requirement is email discovery and verification. Its free plan includes 50 credits per month. Starter costs $34 per month on annual billing, or $408 per year, with 24,000 credits across the year.

Hunter exposes an API and also sells Data Platform subscriptions designed for API and bulk usage. It does not provide company firmographics or a general job dataset, so it replaces one part of a Coresignal workflow rather than the data layer. Compare response coverage and verification results on your own domains before choosing it for cost alone.

Does Swarmhit replace Coresignal?

Swarmhit homepage presenting its LinkedIn outreach platform and developer infrastructure
Swarmhit homepage: the outreach layer, not a data API you would swap Coresignal for.

Swarmhit is not a data API, so replacing Coresignal with it would leave a data-layer gap. Coresignal, PDL and Crustdata return records. Swarmhit starts after that: its developer infrastructure runs the LinkedIn campaign, sequencing, throttling, retries, monitoring and safeguards through the platform or an embeddable outreach API.

Its built-in database of more than one billion contacts across 60 million companies is sourced through third-party data providers, with free monthly credits and pay as you go usage beyond them. It supports campaign creation but is not licensed as a raw data feed.

For most product teams the architecture uses both layers: a data provider chosen for coverage, freshness and licensing, then Swarmhit as the ready-to-use execution layer. Teams that need lower-level control can also discuss direct actions, but Swarmhit specialises in handling the operating edge cases above raw API primitives.

Where does B2B data come from, and why does it matter?

Several of the vendors above sell data derived from public web sources, and some say so explicitly: Bright Data lists datasets literally branded LinkedIn people profiles and LinkedIn company information. Others describe their sourcing differently, and Coresignal states it does not collect behind login-secured areas. That provenance is not a footnote for anyone building on it, because it is the variable that decides whether your supplier is still there next year.

LinkedIn's User Agreement prohibits developing, supporting or using software, scripts or browser plugins to scrape or copy the service, including profiles and other data, and LinkedIn has litigated over exactly this. The honest position is that you are buying a supply chain, not just a schema. The most useful question to ask a vendor is not how many records they have, it is where the records come from and what happens to your integration if that source closes.

This supply-chain risk is real. LinkedIn announced legal action against Proxycurl in January 2025, and Proxycurl later announced its shutdown. Products built around one provider needed an unplanned migration. Our Proxycurl alternatives guide covers replacement categories, but the durable lesson is architectural: isolate the vendor adapter before a supplier change becomes urgent.

Two practical hedges. Keep the vendor-specific parsing in one adapter rather than scattered through your codebase, and store the raw response alongside the normalised record so a re-parse does not require re-buying the data. Both cost an afternoon and save a quarter. Our overview of the LinkedIn scraper API landscape covers the legal and technical shape of this in more depth.

How should you compare Coresignal alternatives?

Monthly prices in this category are close to meaningless. Run this instead, and the decision usually makes itself:

  • Count the records you need a month, honestly, including retries and refreshes. As a rule of thumb, assume your first estimate is low.
  • Convert each vendor quote into the cost of the exact response you need. Coresignal and Crustdata publish record or endpoint credit costs. For seat tools, separate the user licence from exports, phone reveals and API usage.
  • Multiply by the fill rate, not by the promise. A record you paid for that came back without the email you needed still cost money.
  • Then check the licence and order form. Coresignal and PDL market product use cases, Cognism offers tailored Data-as-a-Service and Bright Data licenses bulk datasets, but none of those statements grants unrestricted redistribution. Customer-facing use, retention, derived data and resale rights depend on the signed contract.
RequirementBest first optionWhy
Cached person or company APIPeople Data LabsClose model with published testing guidance
Real-time product data and monitoringCrustdataLive search, enrichment and webhook-driven change tracking
A bulk dataset snapshotBright DataLow record cost, with storage, refresh and licensing work on your side
Email finding and verification onlyHunterNarrow API and bulk workflow focused on email
A sales rep needs data and outreachApolloSeat-based prospecting and sequencing rather than an embedded data layer

That last step invalidates more architectures than price ever does, and it is the one people check after signing rather than before.

FAQ

How much does Coresignal cost?

Coresignal offers a 7-day trial with 2,000 credits. Paid plans run from $49 per month for 2,500 credits on Mini to $5,000 for ten million credits on Elite. Starter is $199 for 12,000, Pro $499 for 35,000, Growth $1,000 for 150,000, Premium $1,500 for one million and Scale $3,000 for four million. Annual billing is 10 percent lower.

What is the cheapest Coresignal alternative?

Hunter is the lowest verified paid entry point in this list at $34 per month on annual billing, but it only handles email discovery and verification. PDL has a limited free tier, and Bright Data starts at $250 for 100,000 bulk records. The cheapest useful option depends on whether you need an API response, a bulk snapshot or one verified field.

Which alternative can I use inside a product I sell?

Coresignal and PDL market product use cases, Cognism offers a tailored Data-as-a-Service product and Crustdata is designed for APIs and agents. Bright Data licenses bulk datasets with redistribution and competitive-use restrictions. Apollo standard plans cannot power an external product. In every case, confirm customer-facing use, retention and redistribution rights in the signed order form.

Coresignal vs People Data Labs: which is cheaper?

At entry volume, PDL costs $98 per month for 350 person records, about 28 cents each. Coresignal Starter costs $199 for 12,000 credits, or roughly 17 to 33 cents per employee record, while Premium falls to about 1.5 to 3 cents. PDL has the smaller self-serve commitment. Coresignal becomes much cheaper per cached record at scale, subject to the fields and match quality you need.

Does anything else sell job posting data?

Yes. Coresignal charges one credit per job posting. PDL now has a beta Job Posting Search API at one credit per returned record, Crustdata offers indexed and live job search endpoints, and Bright Data sells bulk job datasets. Compare freshness and delivery shape: a query API, a live endpoint and a periodic dataset create different engineering and pricing trade-offs.

Need the execution layer after your data API?

Swarmhit provides ready-to-use LinkedIn sequencing, safeguards, monitoring, inbox, API and white-label infrastructure after your data provider returns the records.

Book a call

Discuss the API and white-label architecture

Which Coresignal alternative should you choose?

People Data Labs is the closest cached API alternative. Crustdata fits products that depend on real-time search and monitoring. Bright Data fits bulk snapshots. Clay orchestrates multiple sources, Cognism specialises in verified phone data, Apollo serves sales teams and Hunter narrows the job to email discovery and verification.

Model cost at your real volume, test the fields on a representative sample and read the licence before choosing. If records ultimately feed outreach rather than a product database, our LinkedIn prospecting tools guide covers the execution layer, while the outreach API comparison explains what a developer team needs after data acquisition.

Alexandre Risser

Written by

Alexandre Risser

Swarmhit

Building Swarmhit. Writes about LinkedIn outreach, multi-sender infrastructure, and outbound that books meetings.

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