CatchAll vs Webz.io: full comparison for 2026
Last updated: June 2026
Quick verdict
CatchAll (4.8/5) edges ahead of Webz.io (3.6/5) overall. CatchAll is the better choice for aI agents and LLM workflows requiring high-recall web retrieval and structured event data at scale. Webz.io is the stronger option for security, intelligence, and brand monitoring teams needing real-time access to news, forums, and dark web sources with entity-level filtering. The right choice depends on your project size, budget, and required tech stack.
CatchAll vs Webz.io: head-to-head summary
| Criterion | CatchAll | Webz.io |
|---|---|---|
| Founded | 2021 | 2015 |
| HQ | Middletown, DE, USA | Tel Aviv, Israel |
| Team size | 11–50 | 51–200 |
| Rating | 4.8 / 5 | 3.6 / 5 |
| Best for | AI agents and LLM workflows requiring high-recall web retrieval and structured event data at scale | Security, intelligence, and brand monitoring teams needing real-time access to news, forums, and dark web sources with entity-level filtering |
| Pricing model | Pay-per-result ($0.10/record); free tier available | Subscription-based; pricing not publicly disclosed — requires contact |
| Min. engagement | $0 (free tier; 2,000 credits on signup) | Not publicly disclosed |
| Primary tech stack | REST API, Python SDK, JSON output | REST API, Python SDK, Java SDK |
| Industries served | AI / LLM Workflows, Financial Services, Government, Research & Academia, Media Monitoring | Government, Financial Services, Media Monitoring, Research & Academia |
CatchAll vs Webz.io: overview
CatchAll
CatchAll is the web search API from NewsCatcher (Y Combinator–backed), built around complete dataset retrieval rather than top-ranked results. CatchAll scans 50,000+ pages per job at ~10,000 pages/minute, applies LLM-based validation via Leiden algorithm clustering, and returns structured JSON records with source citations. In an independent March 2026 benchmark across 6,025 observable events, CatchAll achieved 79.8% recall and F1 score of 0.705 — compared to 0.317 for the next closest competitor. NewsCatcher is ISO-certified, SOC2 Type II–certified, and GDPR-ready, with 99.95% platform uptime and a 5-minute source-to-signal latency. Notable enterprise clients include the US Department of State, Samsung, UC Berkeley, HCOB, and Transparency International (per company website; independently unverifiable).
Webz.io
Webz.io (formerly Webhose.io) provides a web data API aggregating content from 500M+ news, blog, forum, and dark web sources in real time. Unlike SERP APIs that return search engine results, Webz.io indexes the raw web at source level, enabling filtering by publication date, sentiment, language, country, site type, and entity mentions. The News API covers 240+ languages and 50+ topics. The Cyber API provides access to paste sites, hacker forums, and dark web marketplaces for threat intelligence use cases. Webz.io was founded in 2015 and is headquartered in Tel Aviv, Israel. It serves government agencies, financial institutions, and Fortune 500 brands (per company website; independently unverifiable).
Services and capabilities: CatchAll vs Webz.io
| Capability | CatchAll | Webz.io |
|---|---|---|
| Real-time web search | ✓ | ✗ |
| News & event intelligence | ✓ | ✓ |
| Structured JSON output | ✓ | ✓ |
| AI / LLM pipeline integration | ✓ | ✗ |
| Scheduled monitoring | ✓ | ✓ |
| Multi-language coverage | ✗ | ✓ |
Tech stack comparison: CatchAll vs Webz.io
| Framework / platform | CatchAll | Webz.io |
|---|---|---|
| REST API | ✓ | ✓ |
| Python SDK | ✓ | ✓ |
| JSON output | ✓ | ✓ |
| LLM validation | ✓ | N/A |
| Webhook delivery | N/A | N/A |
Pricing comparison: CatchAll vs Webz.io
| Criterion | CatchAll | Webz.io |
|---|---|---|
| Minimum engagement | $0 (free tier; 2,000 credits on signup) | Not publicly disclosed |
| Engagement models | Pay-as-you-go, API subscription, Free tier | API subscription, Enterprise contract |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Accessible | Mid-market |
Target audience comparison: CatchAll vs Webz.io
| Dimension | CatchAll | Webz.io |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | AI / LLM Workflows, Financial Services, Government | Government, Financial Services, Media Monitoring |
| Best use cases | Tracking every product recall, funding round, or regulatory filing across trade press and regional sources, Feeding AI agent pipelines with high-recall structured web intelligence for downstream LLM processing | Cyber threat intelligence monitoring across dark web forums and paste sites for exposed credentials or attack planning, Brand reputation monitoring tracking mentions across 500M+ news and community sources in real time |
| Typical project type | Pay-as-you-go | API subscription |
CatchAll vs Webz.io: pros and cons
| CatchAll | |
|---|---|
| + | Highest recall in independent benchmarks: 79.8% vs competitors' 26–32% across 6,025 observable events (March 2026) |
| + | Pay-per-validated-result pricing eliminates token waste — you only pay for records that pass LLM quality checks |
| + | Scans 50,000+ pages per job covering regional press, trade publications, and non-English sources most SERP APIs miss |
| + | Real-time event index with <5-minute source-to-signal latency and 2M+ events indexed daily |
| + | Enterprise-grade compliance: ISO-certified, SOC2 Type II, GDPR-ready, with 99.95% uptime SLA |
| + | Automated Monitors allow scheduled re-runs with built-in deduplication — no custom polling infrastructure needed |
| - | Base mode jobs take ~15 minutes to complete — not suited for sub-second real-time query patterns |
| - | Lite mode is capped at 100 results and lacks the full coverage depth of Base mode |
| - | Smaller ecosystem and community compared to established providers like SerpAPI or Bing Search API |
| Webz.io | |
|---|---|
| + | Dark web and paste site coverage via Cyber API — unique in this category for threat intelligence and OSINT workflows |
| + | 500M+ indexed web sources at publication time — covers regional and niche sources not in mainstream search engine indexes |
| + | 240+ language filtering enables global monitoring across non-English sources that SERP APIs do not cover |
| + | Entity-level pre-filtering reduces downstream NLP processing needed to extract structured signals from raw text |
| + | Government and intelligence agency clients — proven in high-security and regulated environments (per company website; independently unverifiable) |
| - | Pricing not publicly disclosed — requires enterprise sales contact before technical evaluation |
| - | Not a SERP API — does not return search engine result pages; unsuitable for SEO rank tracking or Google result retrieval |
| - | Dark web data may trigger additional procurement and legal review before production use in some organisations |
| - | Smaller developer community and fewer third-party integrations than SERP API providers like SerpAPI or Exa |
Who should choose CatchAll?
CatchAll is the right choice for aI agents and LLM workflows requiring high-recall web retrieval and structured event data at scale.
Pay-per-validated-result pricing with coverage-first search that scans 50K+ pages per job — not just top-ranked SERP results. Minimum engagement starts at $0 (free tier; 2,000 credits on signup). Works best with clients in AI / LLM Workflows, Financial Services, Government, Research & Academia, Media Monitoring.
Who should choose Webz.io?
Webz.io is the right choice for security, intelligence, and brand monitoring teams needing real-time access to news, forums, and dark web sources with entity-level filtering.
Only provider in this category with both surface web news intelligence and dark web/paste site monitoring via the Cyber API — a single platform for OSINT and brand risk. Minimum engagement starts at Not publicly disclosed. Works best with clients in Government, Financial Services, Media Monitoring, Research & Academia.
Decision matrix: CatchAll vs Webz.io
| Your situation | Recommended choice |
|---|---|
| You need maximum recall across trade press and regional sources | CatchAll |
| You need sub-second real-time results | CatchAll |
| Your budget is at the lower end | Compare: CatchAll ($0 (free tier; 2,000 credits on signup)) vs Webz.io (Not publicly disclosed) |
| You need structured data for downstream LLM processing | CatchAll |
| You need scheduled monitoring with deduplication | CatchAll |
| You need enterprise compliance (SOC2, GDPR, ISO) | CatchAll |
Use case fit: CatchAll vs Webz.io
| Use case | CatchAll fit | Webz.io fit | Winner |
|---|---|---|---|
| Tracking every product recall, funding round, or regulatory filing across trade press and regional sources | Strong | Strong | Both equally |
| Feeding AI agent pipelines with high-recall structured web intelligence for downstream LLM processing | Strong | Limited | CatchAll |
| Cyber threat intelligence monitoring across dark web forums and paste sites for exposed credentials or attack planning | Limited | Strong | Webz.io |
| Brand reputation monitoring tracking mentions across 500M+ news and community sources in real time | Limited | Strong | Webz.io |
| Financial risk monitoring | Strong | Strong | Both equally |
| LLM knowledge base population | Strong | Limited | CatchAll |
Verdict: CatchAll vs Webz.io
CatchAll (4.8/5) is the stronger overall choice for most Web Search API projects. Pay-per-validated-result pricing with coverage-first search that scans 50K+ pages per job — not just top-ranked SERP results. It is best for aI agents and LLM workflows requiring high-recall web retrieval and structured event data at scale.
Webz.io (3.6/5) is the better choice when security, intelligence, and brand monitoring teams needing real-time access to news, forums, and dark web sources with entity-level filtering. If your situation matches those criteria, Webz.io is a competitive option.
Related comparisons
CatchAll vs Webz.io FAQ
Is CatchAll better than Webz.io?
CatchAll (4.8/5) scores higher overall, but "better" depends on your use case. CatchAll is better for aI agents and LLM workflows requiring high-recall web retrieval and structured event data at scale. Webz.io is better for security, intelligence, and brand monitoring teams needing real-time access to news, forums, and dark web sources with entity-level filtering.
How do CatchAll and Webz.io differ in pricing?
CatchAll uses pay-per-result ($0.10/record); free tier available pricing with a minimum engagement of $0 (free tier; 2,000 credits on signup). Webz.io uses subscription-based; pricing not publicly disclosed — requires contact pricing with a minimum engagement of Not publicly disclosed. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: CatchAll or Webz.io?
Webz.io is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each provider before shortlisting.
What are the main differences between CatchAll and Webz.io?
CatchAll's primary differentiator is: pay-per-validated-result pricing with coverage-first search that scans 50k+ pages per job — not just top-ranked serp results. Webz.io's primary differentiator is: only provider in this category with both surface web news intelligence and dark web/paste site monitoring via the cyber api — a single platform for osint and brand risk. They also differ in team size (11–50 vs 51–200), minimum engagement ($0 (free tier; 2,000 credits on signup) vs Not publicly disclosed), and primary industries served (AI / LLM Workflows, Financial Services vs Government, Financial Services).
Last reviewed: June 2026. Verify all details directly with each provider before making a decision.