5 Best People Data Labs Alternatives for B2B Enrichment in 2026
By Kushal Magar · June 1, 2026 · 11 min read · Last updated: October 10, 2026
Key Takeaway
People Data Labs is a developer-first data API — built for engineers who want raw access to 1.5B+ profile and 70M+ company records to power custom pipelines. Revenue teams that bought PDL for sales enrichment usually struggle: every workflow needs engineering, freshness lags multi-week, and credit costs scale aggressively. SyncGTM is the top pick for revenue teams — waterfall enrichment across 50+ providers, 76+ data points per lead, buying signals, AI agents, and CRM sync from $49/mo. CompanyEnrich is the strongest pick for detailed company profiles and account qualification at a published self-serve price. FullEnrich wins on pure contact-waterfall hit rate. Explorium.ai is the strongest pick for predictive account scoring on top of enrichment. Reverse Contact is the strongest pick for fresh people and company data with confidence-based identity resolution.
People Data Labs (PDL) is the developer-first data layer behind dozens of B2B products — 1.5B+ person records, 70M+ company records, raw API access, and self-serve pricing from $0.005 per record.
That makes PDL excellent for data teams building enrichment pipelines, scoring models, or third-party data products. It makes PDL painful for revenue teams that just want enriched contacts in their CRM.
Every workflow requires engineering. Data is licensed in bulk monthly snapshots, so freshness lags multi-week. And the per-record credit model penalises broad firmographic pulls before you know which fields you need.
We evaluated five People Data Labs alternatives across enrichment depth, freshness, CRM-readiness, and fit for different teams. For broader context, see our roundup of the best waterfall contact providers and our deep dive on B2B lead enrichment.
According to G2 and Gartner, PDL reviewers consistently flag integration effort, monthly data refresh cycles, and per-record credit costs at scale as the top reasons they evaluate alternatives.
Already running PDL and want a deeper look at what it does well? See our full People Data Labs review.
TL;DR
| Tool | Best For | Starting Price | Free Tier |
|---|---|---|---|
| SyncGTM | Revenue teams that want waterfall enrichment + signals + outreach in one tool | $49/mo | Yes (50 credits) |
| CompanyEnrich | Detailed company profiles for account qualification | $49/mo | 500-credit trial |
| FullEnrich | Mid-market teams that want a focused waterfall for emails and mobiles | $39/mo | Yes |
| Explorium.ai | Data teams that want external dataset joins plus predictive account scoring | $29.99/pkg | Trial (100 credits) |
| Reverse Contact | Fresh B2B people & company data, identity resolution, and API-based enrichment | Custom | 7-day free trial |
Verdict: SyncGTM is the best overall People Data Labs replacement for revenue teams — waterfall enrichment across 50+ providers, 76+ data points per lead, buying signals, and outreach in one subscription from $49/mo. CompanyEnrich is the strongest pick for detailed company profiles and account qualification at a published self-serve price. FullEnrich is the strongest contact-only waterfall. Explorium.ai is the strongest pick for predictive account scoring on top of enrichment. Reverse Contact is the strongest pick for fresh people and company data with confidence-based identity resolution.
Why Teams Look for People Data Labs Alternatives

People Data Labs — developer-first B2B data API with 1.5B+ person and 70M+ company records
PDL is a serious data product for serious data teams. Three structural patterns keep pushing buyers toward People Data Labs alternatives.
- Engineering tax on every workflow. PDL ships raw API records. Pushing those records into a CRM, deduplicating against existing leads, and orchestrating multi-step enrichment all require engineering time. Revenue teams without a data engineer never get the workflows live.
- Monthly refresh cadence. PDL licenses data in bulk monthly snapshots. That works for analytical workloads but lags multi-week behind tools that re-verify on lookup — the gap shows up as bounced emails, disconnected mobile numbers, and outdated job titles.
- Per-record credit math at scale. Self-serve pricing starts at $0.005–$0.05 per record. That feels cheap until a single nightly job pulls 500K records on broad firmographic filters. Reviewers on G2 consistently flag that enterprise contracts scale aggressively — and that single-source data hits a ceiling that waterfall enrichment tools clear by chaining multiple providers per lookup.
For more on building a CRM-ready enrichment stack without an engineering team, see our guide to the best waterfall enrichment tools and our breakdown of buying signals tools.
1. SyncGTM

SyncGTM — waterfall enrichment across 50+ providers and outreach in one subscription
SyncGTM is a B2B data enrichment and outreach platform best suited for revenue teams that want enriched leads in their CRM without writing code, offering waterfall data from 50+ providers and integrated outreach from $49/mo with a free tier.
Where PDL ships raw API records and leaves orchestration to your engineering team, SyncGTM runs each lookup through a waterfall of 50+ providers — only charging when a verified record is returned.
No engineering team required. No bulk monthly snapshots. Native sync into HubSpot, Salesforce, Pipedrive, Attio, and Zoho means enriched records land in your CRM the moment they are returned.
The data depth is the real differentiator. SyncGTM returns 76+ data points per lead — verified email, mobile direct dial, firmographics, technographics, funding stage, headcount, LinkedIn URL, job history, and buying signals like recent funding rounds, hiring spikes, and tech-stack changes.
SyncGTM's AI agents handle workflow orchestration — triggering enrichment on CRM events, firing outreach when buying signals appear, and routing leads automatically. See the full plan breakdown on the pricing page.
Pros
- Waterfall enrichment across 50+ providers — 76+ data points per record
- Works with HubSpot, Salesforce, Pipedrive, Attio, and Zoho out of the box
- No engineering team required — no-code orchestration
- Buying signals (funding, hiring, tech-stack changes) built in
- AI agents for workflow automation
- Transparent pricing from $49/mo
- Only charged when a verified record is returned
Cons
- Not a raw bulk dataset product — built for record-level enrichment
- Free tier capped at 50 credits
- Smaller brand footprint than PDL in developer circles
- Not designed for analytical or data-science workloads
Best for: Revenue teams that want waterfall enrichment, buying signals, and outreach in one subscription without an engineering integration project.
Pricing: Free (50 credits) · Solo $49/mo · Growth $99/mo · Pro $249/mo · Business $649/mo
2. CompanyEnrich

CompanyEnrich — B2B data API for company enrichment, company search, and lookalike discovery
CompanyEnrich is a B2B data API best suited for product and GTM engineering teams that need detailed company profiles for account qualification. Company descriptions, industry classifications, size, and technology data give teams context for deciding which accounts fit a campaign and how to segment them. Self-serve plans start at $49/mo.
It supports company enrichment, company search, lookalike discovery, people search, and reverse email lookup. A team targeting logistics software providers can search in plain English or start from a similar business, then use the returned descriptions and industry fields to assess product fit. Company size and technology data can supply additional qualification criteria.
The entry-level company enrichment math is straightforward. At 5,000 base company enrichments a month, CompanyEnrich costs $49, or $0.0098 per record. PDL's published monthly self-serve company enrichment tier charges $0.10 per record at that volume — $500 for 5,000 records. That is about 90% less for this specific workload, before optional add-ons, based on the providers' published pricing.
Pros
- Detailed company profiles for qualification and segmentation
- Plain-language company search and lookalike discovery
- People search and reverse email lookup for connected B2B workflows
- Published self-serve pricing and a 500-credit trial
Cons
- Custom pipelines still need field mapping and integration work
- People Search returns profiles; email and phone lookups are separate operations
Best for: Product and GTM engineering teams that need detailed company records for qualification at a published self-serve price.
Pricing: Starter $49/mo for 5,000 credits · Pro $149/mo for 50,000 · Scale $549/mo for 500,000 · Free trial: 500 credits
3. FullEnrich

FullEnrich — 15+ provider waterfall focused on email and mobile contact enrichment
FullEnrich is a waterfall contact enrichment platform best suited for mid-market sales teams that need verified emails and mobile numbers, chaining 15+ providers per lookup from $39/mo with transparent credit pricing and a free tier.
FullEnrich is the focused waterfall pick for teams whose PDL use case was specifically contact data — email and mobile direct dials. The product strips out the firmographic surface area and concentrates the entire stack on hit rate.
Where PDL ships single-source contact records with monthly refresh, FullEnrich verifies each contact on the fly across 15+ providers and only charges when one provider returns a clean record. Reviewers consistently report higher email and mobile hit rates than single-source databases on SMB and international leads.
The tradeoff is scope. FullEnrich does not cover firmographic enrichment at the depth of PDL or CompanyEnrich, has no signal layer, and does not ship outreach. Teams that want one tool for waterfall enrichment plus signals plus outreach usually pick SyncGTM. See our FullEnrich review and FullEnrich alternatives roundup for the deep dive.
Pros
- 15+ provider waterfall focused on contact hit rate
- Transparent credit pricing from $39/mo
- Free tier for evaluation
- Only charged when a verified contact is returned
- Strong on SMB and international email and mobile
Cons
- Narrower data scope than PDL — contact-focused, not firmographic
- No buying-signal monitoring
- No outreach or sequencing
- Native CRM sync is thinner than SyncGTM
Best for: Mid-market sales teams that want a focused waterfall layer for verified emails and mobile direct dials.
Pricing: Free tier · Starter $39/mo · Growth $99/mo · Scale custom
4. Explorium.ai

Explorium.ai — external dataset catalog with AI predictive models for fit and propensity scoring
Explorium.ai is a B2B data platform built as a data foundation for GTM teams and AI agents, covering 146M+ companies and 767M+ professional profiles with 4,000+ data signals, sold as credit packages from $29.99 after a 100-credit free trial.
Explorium is the closest PDL swap for teams whose actual problem was joining external data onto records they already hold. Like PDL it is API-first and developer-friendly, but it adds a modelling layer: fit and propensity scores come back with the enriched fields, so the output is a ranked account list rather than a raw dataset.
Where PDL ships raw API records and leaves the analysis to you, Explorium covers both the catalog and the modelling. It draws on external datasets spanning firmographics, technographics, hiring and funding signals, and web presence, then runs predictive models over the joined result. For teams that were already building scoring on top of PDL responses, that removes a whole layer of in-house work.
The tradeoff is the same one PDL has. Explorium is API-first with no native CRM or marketing-automation UI, so getting enriched records in front of reps needs a data team or middleware, and it does not produce direct dials. Teams running serious outbound pair it with a contact-data layer for the lookups it does not cover — our Apollo alternatives roundup covers the contact-database options for that half of the stack.
Pros
- Broad catalog of high-quality external datasets
- Predictive fit and propensity models returned with the data
- Warehouse-native delivery — fits an existing data stack
- Free 100-credit trial before committing to a package
- Scales from mid-market to enterprise volumes
Cons
- API-first — needs data team resources to implement
- No native CRM or marketing automation UI
- No direct dials or verified phone data
- Package pricing suits batch runs more than ad-hoc lookups
Best for: Data and RevOps teams that want external dataset joins and predictive account scoring in one API, feeding a warehouse rather than a rep-facing UI.
Pricing: Free trial 100 credits · Lite $29.99/pkg (500 credits) · Starter $149.99/pkg (5K credits) · Growth $749.99/pkg (30K credits) · Scale $7,499.99/pkg (500K credits) · Custom enterprise
5. Reverse Contact

Reverse Contact — B2B enrichment API for matching professional identities and enriching contact data
Reverse Contact is a B2B people and company data API for teams that need structured profiles without relying entirely on static datasets. It supports people and company search and enrichment, covering roles, seniority, work history, skills, location, industry, and company details.
Reverse Contact is the People Data Labs alternative for teams focused on data freshness and identity resolution. It can retrieve profiles live when current information matters, while also offering database-based retrieval when lower latency is preferred. Each response includes a last-updated timestamp.
The biggest differentiator is its confidence-first matching. Teams can enrich people using a work email, LinkedIn URL, name, or company domain, while company records can be matched from domains, names, or LinkedIn URLs. Reverse Contact returns a confidence score and can return no match rather than guessing.
This makes it useful for CRM enrichment, lead generation, and data cleanup. The tradeoff is that Reverse Contact is primarily an API and data infrastructure product rather than a complete sales engagement platform, so teams looking for built-in sequencing or outreach will need additional tools.
Pros
- Live profile retrieval for maximum data freshness
- People and company search and enrichment in one API
- Confidence scores and a no-guess matching approach
- Enrich profiles using email, LinkedIn URL, name, or company domain
- Structured professional and firmographic data
- API, CSV enrichment, webhooks, and MCP support
- Credits are only charged when a match is returned
Cons
- API-first, so custom workflows may require development
- No native sales sequencing or outreach layer
- Live retrieval is more resource-intensive than cached data
- Better suited to teams building around a data layer than an all-in-one sales platform
Best for: Data, RevOps, and GTM teams that need fresh B2B people and company data with confidence-based identity resolution and API access.
Pricing: Pay-as-you-go credits · Free trial available · Custom pricing for higher-volume requirements
Side-by-Side Comparison
| Tool | Standout | Starting Price | G2 |
|---|---|---|---|
| SyncGTM | 50+ providers, 76+ data points, AI agents, every major CRM | $49/mo | 4.8 |
| CompanyEnrich | $0.0098 per base company enrichment at 5,000 records/month | $49/mo | — |
| FullEnrich | 15+ provider waterfall, transparent credit pricing | $39/mo | 4.7 |
| Explorium.ai | AI predictive models for fit and propensity across external datasets | $29.99/pkg | 4.4 |
| Reverse Contact | Live profile retrieval, confidence scores, no-guess matching | Custom | — |
How to Choose the Right People Data Labs Alternative
The right swap depends on what you actually used PDL for. Five decision points cover most cases.
- You are a revenue team that wants enriched leads in your CRM without engineering. Pick SyncGTM. Waterfall across 50+ providers, 76+ data points per lead, buying signals, and outreach from $49/mo on any CRM.
- You need detailed company records to qualify and segment accounts. Pick CompanyEnrich. Company descriptions, industry classifications, size, and technology data from $49/mo, plus plain-language search and lookalike discovery.
- You need verified emails and mobile direct dials at the highest hit rate. Pick FullEnrich. Focused 15+ provider waterfall from $39/mo.
- You used PDL to join external data onto your own records. Pick Explorium.ai. A free 100-credit trial, then packages from $29.99 for 500 credits, with predictive fit and propensity scores on top.
- Your PDL records went stale and you need to trust every match. Pick Reverse Contact. Live profile retrieval when freshness matters, a last-updated timestamp on every response, and confidence scores that return no match rather than a guess.
For a broader breakdown of the modern enrichment stack, see our best waterfall enrichment tools guide.
Final Verdict
People Data Labs is a serious data infrastructure product. It is also the wrong tool for the majority of teams that buy it — because most teams want enriched leads in their CRM, not raw API records and an engineering project.
For revenue teams searching for a PDL replacement, the answer is to unbundle from raw API access, pick a waterfall enrichment layer, and run outreach on top.
SyncGTM is the best overall pick for that motion — waterfall enrichment across 50+ providers, 76+ data points per lead, buying signals, AI agents, and CRM sync to HubSpot, Salesforce, Pipedrive, Attio, and Zoho from $49/mo.
CompanyEnrich is the strongest pick for detailed company profiles and account qualification at a published self-serve price. FullEnrich wins on pure contact-waterfall hit rate. Explorium.ai is the strongest pick for predictive account scoring on top of enrichment. Reverse Contact is the strongest pick for fresh people and company data with confidence-based identity resolution. Pick the one that maps to the layer of PDL you actually used.
