Provider Comparison / Coresignal alternatives
Coresignal Alternatives for Job Posting Data (2026)
Short answer: the best Coresignal alternative depends on what you need that Coresignal does not give you. For job postings that arrive already classified (occupation and industry codes, normalized titles, skills, salary estimates) at the same $49 entry price, our pick is Canaria. For cheaper raw bulk, Bright Data; for company hiring signals, TheirStack or PredictLeads; for the longest history, LinkUp or Lightcast.
Canaria publishes this page and is one of the alternatives listed.
By the Canaria data team · Last verified September 15, 2026
What Coresignal offers
Coresignal sells 482M+ job-posting records collected from LinkedIn, Indeed, Glassdoor and other public sites, clustered under a unified job ID, alongside company and employee data. Access is self-serve, from $49 to $5,000 a month, with bulk files delivered as JSONL or Parquet to S3 or GCS. It publishes GDPR and CCPA compliance and is a founding member of the Ethical Web Data Collection Initiative.
Its documentation describes skills as strings extracted from postings and salary as captured from the posting text; it does not describe a canonical skills taxonomy, standardized occupation or industry codes, or modeled salary. That is the most common reason teams look further.
Coresignal alternatives compared
| Provider | Choose it if you need | Occupation and industry codes | Entry price | Archive |
|---|---|---|---|---|
| Canaria (our pick) | Classified, deduplicated postings at the same entry price | SOC + NAICS | Free tier; $49/month | 2022 |
| Bright Data | The lowest price per raw record | Not documented | $250 minimum | ~2020 |
| TheirStack | Hiring and technology signals for sales | Not documented | Free tier; $49/month | 2021 |
| PredictLeads | Company-level hiring signals from career pages | O*NET occupation codes | Free to start | 2016 |
| LinkUp | A long single-source archive from employer sites | Government codes | Enterprise contract | 2007 |
| Lightcast | Global coverage and government cross-walks | Proprietary + government codes | Enterprise contract | US 2010 |
Details and sources for each provider are on our best job posting data providers page.
Coresignal vs Canaria, side by side
| Coresignal | Canaria | |
|---|---|---|
| Postings | 482M+ records, multi-source | 1B+ collected; 400M+ unique after semantic deduplication |
| Duplicates | Clustered under a unified job ID | Two-stage semantic deduplication, one record per job |
| Occupation and industry codes | Not described in its documentation | SOC (867 codes) and NAICS-2022 (1,012 codes) |
| Skills | Extracted strings | Matched to a 43,000+ entry taxonomy |
| Salary | As captured from the posting | Posted plus model estimates; 44,000+ benchmark cells with 95% intervals |
| Per-field confidence | Not described in its documentation | On occupation, industry, title, seniority, employment type and work mode; the first three calibrated |
| Worker type (W2 vs 1099) | Not described in its documentation | On 98.9% of postings |
| Coverage | Global | US-primary plus 243 other countries and territories |
| History | About 2020 onward | 2022 onward |
| Company and employee data | Yes, from the same vendor | Company profiles; no personal profile data |
| Entry price | $49/month | Free tier; $49/month |
Why teams switch to Canaria
- No classification project. Occupation and industry codes, normalized titles (99,799 canonical roles) and skills arrive on the record, with published accuracy on the methodology page.
- One record per job. The same job posted to several boards collapses to one canonical record, with a job ID that persists across deliveries.
- Salary on most postings. Posted pay where it exists, model estimates for most of the rest, and benchmarks with confidence intervals.
- Same price to start. A free tier and $49 a month; flat files from $0.005 per posting, falling to $0.002 at volume.
When to stay with Coresignal
Coresignal is a strong fit if you want job postings together with company and employee profile data from one vendor, broad global coverage, or raw multi-source records to feed your own models. If that describes you, an alternative adds little.
Frequently Asked Questions
- What is the best alternative to Coresignal for job posting data?
- Canaria, if you want the postings to arrive already classified. It starts at the same $49 a month, and its records come deduplicated to one per job with SOC occupation and NAICS industry codes, normalized titles, a 43,000+ entry skills taxonomy, salary estimates and per-field confidence scores. For cheaper raw bulk records choose Bright Data, for company hiring and technology signals TheirStack or PredictLeads, and for the longest history LinkUp or Lightcast.
- Is there a cheaper alternative to Coresignal?
- At entry level the self-serve prices are the same: Canaria, Coresignal and TheirStack all start at $49 a month. At volume, Canaria's enriched flat files cost $0.002 to $0.005 per posting, and Bright Data sells raw records at up to $0.0025 each from a $250 minimum order.
- Which Coresignal alternative has standardized occupation and industry codes?
- Canaria codes postings to 867 SOC occupations and 1,012 NAICS-2022 industries, with published accuracy (73% top-1 and 93% top-5 for occupation; 89% and 98% for industry). Among enterprise providers, Lightcast maps to SOC, O*NET, ISCO, ESCO and NAICS, and LinkUp attaches government occupation and industry codes.
- When should I stay with Coresignal?
- When you want job postings alongside company and employee profile data from one vendor, broad global coverage, or raw multi-source records to run through your own models.
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