Firecrawl vs Jobbyo
55 fields both were evaluated on, 27 of them different — including where one discloses something the other does not. Every value links to the document it came from. 28 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Firecrawl | Jobbyo |
|---|---|---|
| Audit trail· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Full Transparency See exactly what Jobbyo says on your behalf — every resume tweak, cover letter, and screening answer. Nothing happens behind closed doors.”jobbyo.ai · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations |
| Explainability· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Full Transparency See exactly what Jobbyo says on your behalf — every resume tweak, cover letter, and screening answer. Nothing happens behind closed doors.”jobbyo.ai · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations |
| Runtime governance· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “On Premium and Max, absolutely. You review every match and approve or reject before anything is sent.”jobbyo.ai · checked Aug 2, 2026 |
| Permission scopes· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “On Premium and Max, absolutely. You review every match and approve or reject before anything is sent. On Starter, Jobbyo applies automatically based on your profile and preferences.”jobbyo.ai · checked Aug 2, 2026 |
| Outcome-based pricing· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Max plan, we guarantee an interview within 30 days or your money back.”jobbyo.ai · checked Aug 2, 2026 |
| Settlement mechanism· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Max plan, we guarantee an interview within 30 days or your money back.”jobbyo.ai · checked Aug 2, 2026 |
| SLA terms· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Max plan, we guarantee an interview within 30 days or your money back.”jobbyo.ai · checked Aug 2, 2026 |
Agency
| Field | Firecrawl | Jobbyo |
|---|---|---|
| Human oversight· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Jobbyo combines AI automation with human oversight so your applications are actually good — not just fast.”jobbyo.ai · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations |
| Goal complexity· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Jobbyo combines AI automation with human oversight so your applications are actually good — not just fast.”jobbyo.ai · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations |
| Operating environment· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Jobbyo scans thousands of jobs daily. You tell it yes or no, and it gets smarter about what you want with every response.”jobbyo.ai · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations |
| Initiative· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Jobbyo scans thousands of jobs daily. You tell it yes or no, and it gets smarter about what you want with every response.”jobbyo.ai · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations |
Safety
| Field | Firecrawl | Jobbyo |
|---|---|---|
| Safety policy· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “How secure is my data? We use encrypted connections, regular security audits, and follow strict privacy standards. Your resume and personal information are never shared with third parties.”jobbyo.ai · checked Aug 2, 2026 |
| Incident reporting· | “If a charge looks incorrect, reach out to help@firecrawl.com and we'll take a look.”www.firecrawl.dev · checked Aug 9, 2026 | |
| Data handling· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “How secure is my data? We use encrypted connections, regular security audits, and follow strict privacy standards. Your resume and personal information are never shared with third parties.”jobbyo.ai · checked Aug 2, 2026 |
Practicality
| Field | Firecrawl | Jobbyo |
|---|---|---|
| Pricing model· | “We currently do not offer a pay-per-use plan, instead you can upgrade to our Hobby, Standard or Growth plans for more credits and higher rate limits.”www.firecrawl.dev · checked Aug 9, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | “Simple pricing Your next job, handled for you Most users land their first interview within 2-3 weeks. Pick the level that fits you. Weekly Quarterly Save up to 34% Job Seeker AI Agent $19 $0 then $19/week $182 billed today for 13 weeks (~$61/mo), then every quarter”jobbyo.ai · checked Aug 2, 2026 |
| Price point· | “Firecrawl is free for 1,000 pages every month (1,000 free credits per month).”www.firecrawl.dev · checked Aug 9, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | “Job Seeker AI Agent $19 $0 then $19/week $182 billed today for 13 weeks (~$61/mo), then every quarter”jobbyo.ai · checked Aug 2, 2026 |
| Availability· | “Agent is in preview with 5 free daily runs and dynamic pricing.”www.firecrawl.dev · checked Aug 9, 2026 | “Start your free trial 3-day free trial Interview guarantee available Cancel anytime”jobbyo.ai · checked Aug 2, 2026 |
| Integrations· | “Firecrawl has an official MCP server so agents in Cursor, Claude, Windsurf, and other MCP-compatible tools can search, scrape, and interact with the web directly.”www.firecrawl.dev · checked Aug 9, 2026 | no public information jobbyo.ai · checked Aug 2, 2026 |
| Support model· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Priority apply — your applications go out first Human reviewing — real person checks every application Weekly 1:1 with Jobbyo team”jobbyo.ai · checked Aug 2, 2026 |
Foundation models
| Field | Firecrawl | Jobbyo |
|---|---|---|
| Fine-tuning· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Every time you give feedback — accept, reject, or edit — Jobbyo gets smarter. It learns your tone, your standards, and what roles excite you.”jobbyo.ai · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations |
Ecosystem
| Field | Firecrawl | Jobbyo |
|---|---|---|
| Tool use· | “Interact: Click, navigate, operate pages”www.firecrawl.dev · checked Aug 9, 2026 | “For each role, Jobbyo customizes your resume, writes a cover letter, and applies — all optimized for ATS and recruiter attention.”jobbyo.ai · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations |
| API access· | “Firecrawl is the context API to search, scrape, and interact with the web at scale.”www.firecrawl.dev · checked Aug 9, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | no public information jobbyo.ai · checked Aug 2, 2026 |
| Open source· | “Firecrawl is the largest open source repo in the space with over 150K GitHub stars, making it one of the top 100 repos on GitHub.”www.firecrawl.dev · checked Aug 9, 2026 | no public information jobbyo.ai · checked Aug 2, 2026 |
| Marketplace presence· | no public information www.firecrawl.dev · checked Aug 9, 2026 |
Impact
| Field | Firecrawl | Jobbyo |
|---|---|---|
| User base· | “Over 1.25M developers and 150,000+ companies build with Firecrawl”www.firecrawl.dev · checked Aug 9, 2026 | “Join thousands who stopped applying into the void and started getting interviews”jobbyo.ai · checked Aug 2, 2026 |
| Deployment scale· | “We've served more than 5 billion requests powering deep research agents, RAG pipelines, lead enrichment, and AI workflows across the live web.”www.firecrawl.dev · checked Aug 9, 2026 | “Join thousands who stopped applying into the void and started getting interviews”jobbyo.ai · checked Aug 2, 2026 |
| Target sectors· | “Teams use Firecrawl for deep research agents, RAG pipelines, lead enrichment, competitive intelligence, content generation, price monitoring, and more.”www.firecrawl.dev · checked Aug 9, 2026 | “Jobbyo found roles that actually needed my exact certification stack. 5 interviews, all relevant. Accepted one.”jobbyo.ai · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations |
Disclosed by neither
Both Firecrawl and Jobbyo publish nothing on these 28 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 28 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Action space
- High-risk domains
- Documented incidents
- Deployment options
- Supported regions
- Base models
- Model provider
- Model swappable
- Open weights
- Context window
- Protocols supported
- Multi-agent
- Safety evaluations
- Red teaming
- Usage restrictions
- Model or system card
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Compliance certifications
- Regulatory alignment
- Dispute process
- Evaluation coverage