The best Coresignal alternatives in 2026 are People Data Labs, Bright Data, Clay, Apollo, Cognism, LeadIQ and Hunter. Coresignal sells B2B data by the record through an API, from a 7 day free trial with 2,000 credits up to $5,000 a month for ten million, and the right alternative depends entirely on whether you are querying data or buying it in bulk.
Coresignal is unusually transparent, publishing both a per-credit rate and a credit cost per record type. That makes it one of the few vendors in this category where you can compute a real cost per record, so this guide does exactly that and compares the alternatives on the same basis.
- Coresignal's per-credit rate falls roughly fortyfold between its smallest and largest plans, so your effective cost per record depends far more on volume than on the vendor.
- People Data Labs is the closest like-for-like: the same data-by-the-record model, and it publishes fill rates per field.
- If you want a whole dataset rather than queries, Bright Data sells it outright from $250 for 100,000 records, which is a different purchase, not simply a cheaper one.
- Job postings cost 1 credit at Coresignal, an order of magnitude below a person record, and no other query-based vendor here treats hiring data as first class.
Every price below was read from the vendor's own pricing page on 10 August 2026.
How much does Coresignal cost in 2026?
Coresignal's Database APIs price on a credit slider that runs a long way further than most comparisons notice. A 7 day free trial gives 2,000 credits. Mini is $49 a month for 2,500 credits, Starter $199 for 12,000 at $0.017 a credit with a 5 request per second rate limit, Pro $499 for 35,000 at $0.014 and 10 requests per second, Growth $1,000 for 150,000 at 20 requests per second, Premium $1,500 for a million at $0.0015 and 50 requests per second, Scale $3,000 for four million, and Elite $5,000 for ten million. Yearly billing takes 10 percent off.
Then the part that decides your bill. Coresignal publishes what a record costs in credits: an employee record is 10 to 20 credits, a company record 10 to 20, a job posting 1 credit, and a contact enrichment 20. So an employee record costs roughly 17 to 33 cents on Starter and roughly 1.5 to 3 cents on Premium.
That is more than a tenfold swing on the same data from the same vendor, and it dwarfs the differences between most of the alternatives below. Before you compare vendors, work out which Coresignal tier your real volume lands on, because a comparison run at 12,000 credits and a comparison run at a million produce different winners.
Two structural details worth knowing: credits roll over for three months on Premium, Scale and Elite, and job postings at 1 credit each are by far the cheapest thing Coresignal sells. If hiring signals are what you are after, that price is the reason to stay.
How do 7 Coresignal alternatives compare?
Published rates on 10 August 2026. The last column is what actually separates them, because these are not seven versions of the same product.
| Vendor | Entry price | How it charges | What it is really for |
|---|---|---|---|
| Coresignal | Free trial, then $49 a month | Credits per record type | Querying people, companies and job postings |
| People Data Labs | Free, then $98 a month | Per record matched | Querying person and company data |
| Bright Data | From $250 for 100,000 records | Per record, bought in bulk | Owning a whole dataset outright |
| Clay | Free, then from $167 a month | Credits across many providers | Routing one query across many vendors |
| Apollo | Free, then $49 per seat annual | Seat plus credits | A team using data, not a system |
| Cognism | Quote-based | Credits, five seats included | Verified phone data, with bulk as an add-on |
| LeadIQ | Free, then $15 a month annual | Credits, slider-priced | Cheap reveals with published unit costs |
| Hunter | Free, then $34 a month annual | Search and verification credits | Email only, with API on every tier |
Only two rows in that table share Coresignal's actual model. The rest solve an adjacent problem, which is worth knowing before a migration plan gets written.
What are the 7 best Coresignal alternatives?
1. People Data Labs
The straight substitution, and the first one to price. PDL sells person and company records by the match through an API: free at 100 monthly records with the contact fields obfuscated, then $98 a month for Pro starting at 350 records, or $940 a year.
Its real differentiator is disclosure. PDL publishes per-field fill rates rather than a headline profile count, which lets you check whether the field you need actually exists on enough records before you commit. A vendor stating that 26.7 percent of its records carry an email is telling you something useful; a vendor claiming a billion profiles is not.
What you give up against Coresignal is job postings, which PDL does not sell as a first-class dataset, and the published per-record credit costs that make Coresignal budgeting so predictable. Our full comparison of the People Data Labs alternatives covers the rest of that field.
2. Bright Data
The alternative for teams who realise they do not want an API at all. Bright Data sells pre-collected datasets outright: LinkedIn people profiles, LinkedIn company information, Crunchbase companies and a long list of others, priced by volume with a minimum order of $250 for 100,000 records. That smallest tier works out at $2.50 per 1,000 records, and the rate falls from there as volume rises. Refresh subscriptions discount that rate the more often you take delivery, at biannual, quarterly and monthly cadences.
Run the arithmetic against Coresignal and the comparison inverts by volume. At $2.50 per 1,000, a Bright Data record is a quarter of a cent, against roughly 1.5 to 3 cents for a Coresignal employee record on Premium, 17 to 33 cents on Starter, and under a cent on Elite. But you are buying a whole dataset, not answers to specific questions, and you own the filtering, the storage and the staleness. That is a real engineering cost that does not show up on either pricing page.
Choose it when you know the shape of the data you want and want it in one file. Choose Coresignal when the queries are unpredictable and you would rather pay per answer.
3. Clay
Clay does not compete with Coresignal on data, it competes on strategy: instead of picking a vendor, it runs a waterfall across dozens of providers and retries a record against the next source when the first misses. Pricing starts at $167 a month on annual billing for Launch and $446 for Growth, or $185 and $495 month to month, with a free tier to learn on.
For a team whose Coresignal complaint is coverage on a specific segment rather than price, this is the structural fix. The cost is that you pay for attempts rather than results, so a poorly covered segment turns into spend instead of an empty column. Our guide to the Clay alternatives covers where that trade stops paying.
One caveat specific to this audience: Clay is a workspace, not an API you embed. If Coresignal is feeding a product rather than a go-to-market team, Clay is the wrong shape regardless of price.
4. Apollo.io
Worth naming because a meaningful share of people evaluating Coresignal should not be buying a data API at all. If the consumer of the records is a sales team rather than a system, Apollo bundles a 240M+ contact database with a sequencer at $49 per seat per month on annual billing, with a free tier at 900 credits per seat per year.
The licensing difference is the one that matters here, and it runs the opposite way to Coresignal. Apollo's terms do not allow using these plans to power external products or resell Apollo data, and API access sits on custom plans. Perfect for an SDR team, wrong for anything you ship. Compare the Apollo alternatives if you need a broader shortlist.
5. Cognism
The premium option, and relevant here only through its Data-as-a-Service add-on, which delivers Cognism data by API or bulk feed. The prospecting platform lists Standard and Pro with five seats included, but the current pricing page asks buyers to talk to sales. One credit reveals one contact, and previously revealed contacts can be viewed again without charge.
What justifies the floor is phone data verified by people calling the numbers, scrubbed against do-not-call registries across the US, Australia, the UK, France, Germany and other European countries. If your Coresignal use case is dialling rather than analysis, this is the upgrade. If it is anything else, the entry price is very hard to justify against a $49 Mini plan.
6. LeadIQ
The cheapest way to test whether contact data solves your problem at all. A free plan gives 50 credits; Pro starts at $15 a month on annual billing at the minimum slider volume, or $20 monthly. Costs are published per data type, at one credit for an email and ten for a phone number.
It shares Coresignal's best habit, publishing unit costs, at a fraction of the commitment. What it does not share is the model: LeadIQ is a prospecting tool with a seat attached, and its job-change tracking is aimed at reps rather than systems. Useful as a cheap probe, wrong as a data layer.
7. Hunter
The specialist, and the correct answer when the honest requirement is email addresses and nothing else. Hunter does domain search, email finding and email verification, priced in credits with a free tier and paid plans from $34 a month on annual billing for 2,000 credits a month.
Two things make it interesting against Coresignal. API access ships on every tier including the free one, which is unusual, and at roughly 1.7 cents per email found it undercuts a Coresignal contact enrichment at 20 credits on every tier through Premium, though not on Scale or Elite. It holds no company firmographics and no job postings, so it replaces one column of your query rather than the query.
Does Swarmhit replace Coresignal?
Swarmhit is not a data API and swapping Coresignal for it would leave a hole. Coresignal's job is to return records. Swarmhit's job starts after that: running the LinkedIn sequence that turns a record into a conversation, in the platform or outreach API for embedding LinkedIn outreach in your own product.
Its built-in database of 1B+ contacts across 60M companies is sourced through third-party data providers, with free monthly credits and pay as you go beyond them, and exists so a campaign can be built without leaving the tool. It is not sold as a data feed, and Swarmhit does not resell the underlying data, which is precisely the thing Coresignal and People Data Labs do license.
The practical shape for most teams is both: a data vendor chosen on cost per record for the fields you need, and an outreach layer the records flow into.
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 is not theoretical. Proxycurl was a well-regarded LinkedIn data API that developers built products on. LinkedIn filed suit against it in January 2025, and Proxycurl announced its shutdown that July, saying so in the same breath. Products built on it needed a migration nobody had budgeted. We wrote up Proxycurl alternatives, and the lesson generalises: on a data layer, design the swap before you need it, and prefer vendors whose response shape you can map onto a second supplier.
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's price into cost per record for the field you actually need. Coresignal and LeadIQ publish what you need for this; for the others you are dividing a monthly fee by a credit grant.
- 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. If the data feeds something you sell, Coresignal, People Data Labs, Bright Data and Cognism's Data-as-a-Service are the vendors that permit it, and most of the seat-based tools are not.
| Requirement | Best first option | Why |
|---|---|---|
| Person or company API at low volume | People Data Labs | Closest like-for-like model with published field fill rates |
| High-volume people, company or jobs API | Coresignal | Unit cost falls sharply at larger credit tiers |
| A complete dataset delivered in bulk | Bright Data | Low record cost, but storage and filtering stay with you |
| Email finding and verification only | Hunter | Narrower product with API access on every tier |
| A sales rep needs data and outreach | Apollo or LeadIQ | Seat-based workflow instead of 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 free trial with 2,000 credits rather than a permanent free tier. Paid plans run $49 a month for 2,500 credits on Mini, $199 for 12,000 on Starter, $499 for 35,000 on Pro, $1,000 for 150,000 on Growth and $1,500 for a million on Premium, then $3,000 for four million on Scale and $5,000 for ten million on Elite. Yearly billing takes 10 percent off, and rate limits climb with the tier.
What is the cheapest Coresignal alternative?
For querying, LeadIQ at $15 a month on annual billing and Hunter at $34 are the cheapest entry points, though both are narrower. For raw volume, Bright Data at $2.50 per 1,000 records is by far the lowest cost per record, because you are buying a whole dataset rather than paying per query.
Which alternative can I use inside a product I sell?
People Data Labs licenses data on Enterprise with API or flat-file feeds, Bright Data sells datasets outright, and Cognism has a Data-as-a-Service option for bulk delivery. Apollo's terms do not allow standard plans to power external products or resell its data. Read the licence before the pricing page, because it rules out architectures that otherwise look affordable.
Coresignal vs People Data Labs: which is cheaper?
It depends entirely on volume and on what a record is worth to you. PDL charges $98 a month from 350 person records, which is about 28 cents a record at the entry tier. Coresignal at $199 for 12,000 credits works out at roughly 17 to 33 cents for an employee record, and at $1,500 for a million credits it drops to roughly 1.5 to 3 cents. So PDL is competitive at small volumes and Coresignal wins decisively at large ones, which is the opposite of how the monthly prices read.
Does anything else sell job posting data?
Bright Data does, and cheaply: LinkedIn job listings are one of its branded datasets, at the same $2.50 per 1,000 records as its other bulk data, which undercuts a 1 credit Coresignal job posting on every tier below Premium. The difference is the purchase, not the price. Bright Data hands you the dataset; Coresignal answers queries. None of the prospecting-oriented alternatives here carry hiring data as a queryable dataset.
Which Coresignal alternative should you choose?
People Data Labs is the like-for-like swap and the one to price first. Bright Data is the right answer if you wanted the dataset rather than the API, at a much lower cost per record and a much higher engineering cost. Clay solves coverage rather than price, Cognism solves phone verification through a quote-based contract, and Apollo, LeadIQ and Hunter are the answer when the data was going to a person rather than a system.
Work out your cost per record on the tier your real volume lands on before comparing anything, then check the licence. Our guide to LinkedIn prospecting tools covers what happens to the records afterwards.
