Access
Verified integrations
Connections to other tracked products — hover a chip for the verbatim evidence quote behind it.
By theme — the product's score on each story themeBy theme
Agenticness — how well agents can access and operate the productAgenticnessevidence →
How well agents can access and operate the product
Automation depth — how much of the product can run unattendedAutomation depthevidence →
How much of the product can run unattended
Benefits admin — stories about benefits admin in this arenaBenefits adminevidence →
Stories about benefits admin in this arena
Contractor global — stories about contractor global in this arenaContractor globalevidence →
Stories about contractor global in this arena
Onboarding hiring — stories about onboarding hiring in this arenaOnboarding hiringevidence →
Stories about onboarding hiring in this arena
Openness — open source, data portability, and self-hosting storiesOpennessevidence →
Open source, data portability, and self-hosting stories
Payroll runs — stories about payroll runs in this arenaPayroll runsevidence →
Stories about payroll runs in this arena
Platform embedded — stories about platform embedded in this arenaPlatform embeddedevidence →
Stories about platform embedded in this arena
Privacy posture — data-handling and privacy storiesPrivacy postureevidence →
Data-handling and privacy stories
Reporting accounting — stories about reporting accounting in this arenaReporting accountingevidence →
Stories about reporting accounting in this arena
Tax compliance — stories about tax compliance in this arenaTax complianceevidence →
Stories about tax compliance in this arena
Time pto — stories about time pto in this arenaTime ptoevidence →
Stories about time pto in this arena
Story verdicts — every judged story with its evidenceStory verdicts
Follow the green: where the map greys out is where Justworks stops today. ✓ full · ~ partial · ! disputed · — none · n/a not applicable.
Agenticness — how well agents can access and operate the productAgenticness
How well agents can access and operate the product
API surface
Drive the product through a documented public API
—0/10
Subscribe to events via webhooks
—0/10
Build against official SDKs
—0/10
Issue scoped/least-privilege API credentials for an agent
—0/10
Connect an agent via an official MCP server
—0/10
Download a machine-readable API spec (OpenAPI or equivalent)
—0/10
Rely on versioned APIs with a documented deprecation policy
—0/10
Test against a sandbox environment without touching production data
—0/10
Explore an interactive API reference with runnable examples
—0/10
Docs for agents
Point an agent at llms.txt or agent-oriented docs
—0/10
Agentic features
Delegate tasks to a built-in AI assistant inside the product
—–
Operate the product with natural-language commands
—0/10
Plug MCP servers into this product so it can use their tools
n/an/a
Get AI-generated insights and suggestions from my data inside the product
—0/10
Set up automations that run autonomously in the background
—–
Automation depth — how much of the product can run unattendedAutomation depth
How much of the product can run unattended
Benefits admin — stories about benefits admin in this arenaBenefits admin
Stories about benefits admin in this arena
Contractor global — stories about contractor global in this arenaContractor global
Stories about contractor global in this arena
Onboarding hiring — stories about onboarding hiring in this arenaOnboarding hiring
Stories about onboarding hiring in this arena
Openness — open source, data portability, and self-hosting storiesOpenness
Open source, data portability, and self-hosting stories
Payroll runs — stories about payroll runs in this arenaPayroll runs
Stories about payroll runs in this arena
Platform embedded — stories about platform embedded in this arenaPlatform embedded
Stories about platform embedded in this arena
Privacy posture — data-handling and privacy storiesPrivacy posture
Data-handling and privacy stories
Reporting accounting — stories about reporting accounting in this arenaReporting accounting
Stories about reporting accounting in this arena
Tax compliance — stories about tax compliance in this arenaTax compliance
Stories about tax compliance in this arena
Time pto — stories about time pto in this arenaTime pto
Stories about time pto in this arena
Sorted by importance (agentic first) (high → low) · 54/54 stories · click a row’s chevron for the rationale and evidence
Connect an agent via an official MCP server G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | none | 0/10 | ||
Drive the product through a documented public API G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | none | 0/10 | ||
Delegate tasks to a built-in AI assistant inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | none | untested | none yet | |
Plug MCP servers into this product so it can use their tools G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | n/a | untested | none yet | |
Build against official SDKs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Download a machine-readable API spec (OpenAPI or equivalent) G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Explore an interactive API reference with runnable examples G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Get AI-generated insights and suggestions from my data inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Issue scoped/least-privilege API credentials for an agent G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Operate the product with natural-language commands G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Point an agent at llms.txt or agent-oriented docs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Rely on versioned APIs with a documented deprecation policy G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Subscribe to events via webhooks G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Use an official CLI G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Run the product headlessly / in CI for automation G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Set up automations that run autonomously in the background G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Test against a sandbox environment without touching production data G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 1 | none | 0/10 | ||
Sync payroll journal entries automatically to my accounting software like QuickBooks or Xero C Accounting sync | ops user | Reporting accounting — stories about reporting accounting in this arenaReporting accounting | 3 | full | 8/10 | Cclaimed | |
Send a new hire a self-serve onboarding flow that collects W-4, I-9, and bank details before day one C Employee onboarding | ops user | Onboarding hiring — stories about onboarding hiring in this arenaOnboarding hiring | 3 | partial | 5/10 | Cclaimed | |
Have an agent pull payroll journal data via API or export and reconcile the entries into my ledger C Accounting sync | ai-native user | Reporting accounting — stories about reporting accounting in this arenaReporting accounting | 3 | partial | 4/10 | Tprobed | |
Have federal, state, and local payroll taxes calculated, filed, and remitted automatically C Tax filing | ops user | Tax compliance — stories about tax compliance in this arenaTax compliance | 3 | partial | 4/10 | Cclaimed | |
Run a full payroll cycle end-to-end — review hours and earnings, preview totals, and submit — in one flow C Pay runs | ops user | Payroll runs — stories about payroll runs in this arenaPayroll runs | 3 | partial | 4/10 | Cclaimed | |
Define rules that trigger actions automatically on events G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 3 | none | 0/10 | ||
Embed white-label payroll into my own product through a partner API C Embedded payroll | developer | Platform embedded — stories about platform embedded in this arenaPlatform embedded | 3 | none | 0/10 | ||
Export all of my data in open formats and leave G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | none | 0/10 | ||
Have an agent onboard a new hire end-to-end via the API — creating the employee, compensation, and tax setup C Ai onboarding | ai-native user | Onboarding hiring — stories about onboarding hiring in this arenaOnboarding hiring | 3 | none | 0/10 | ||
Have an agent run a payroll preview via the API and surface anomalies for review before I approve the run C Ai payroll ops | ai-native user | Payroll runs — stories about payroll runs in this arenaPayroll runs | 3 | none | 0/10 | ||
Have W-2s and 1099s generated and distributed to workers automatically at year-end C Tax filing | ops user | Tax compliance — stories about tax compliance in this arenaTax compliance | 3 | none | untested | none yet | |
Pay both W-2 employees and 1099 contractors from one platform C Contractor payments | ops user | Contractor global — stories about contractor global in this arenaContractor global | 3 | none | untested | none yet | |
Pay international contractors in their local currencies with compliant contracts C Global hiring | founder | Contractor global — stories about contractor global in this arenaContractor global | 3 | none | untested | none yet | |
Prevent my data from being used to train AI models G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 3 | none | untested | none yet | |
Run an off-cycle payroll for bonuses, corrections, or terminations outside the regular schedule C Pay runs | ops user | Payroll runs — stories about payroll runs in this arenaPayroll runs | 3 | none | untested | none yet | |
Run payroll for employees across multiple states with the right registrations and withholdings per state C Tax filing | ops user | Tax compliance — stories about tax compliance in this arenaTax compliance | 3 | none | untested | none yet | |
Self-host the core product G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | n/a | untested | none yet | |
Define PTO policies with accruals and approvals that apply automatically to payroll C Time off | ops user | Time pto — stories about time pto in this arenaTime pto | 2 | partial | 6/10 | Cclaimed | |
Generate payroll registers and gross-to-net reports and export them for analysis C Reports | ops user | Reporting accounting — stories about reporting accounting in this arenaReporting accounting | 2 | partial | 5/10 | Cclaimed | |
Cancel or correct a submitted payroll before employees are paid C Pay runs | ops user | Payroll runs — stories about payroll runs in this arenaPayroll runs | 2 | none | 0/10 | ||
Do everything through the API that I can do in the UI G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | none | 0/10 | ||
Schedule recurring jobs or workflows G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | none | 0/10 | ||
Subscribe to payroll lifecycle events (payroll processed, employee onboarded, payment failed) via webhooks to drive downstream automations C Payroll events | developer | Platform embedded — stories about platform embedded in this arenaPlatform embedded | 2 | none | 0/10 | ||
Choose where my data is stored (region/residency) G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Control data retention and deletion G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Employ people in other countries through employer-of-record or owned-entity global payroll C Global hiring | founder | Contractor global — stories about contractor global in this arenaContractor global | 2 | none | untested | none yet | |
Get proactive alerts when a new hire, location, or law change creates a compliance obligation C Compliance monitoring | founder | Tax compliance — stories about tax compliance in this arenaTax compliance | 2 | none | untested | none yet | |
Have hourly time entries and overtime flow directly into the payroll run C Time tracking | ops user | Time pto — stories about time pto in this arenaTime pto | 2 | none | untested | none yet | |
Offer a 401(k) or retirement plan whose contributions sync automatically with each payroll C Benefits | ops user | Benefits admin — stories about benefits admin in this arenaBenefits admin | 2 | none | untested | none yet | |
Offer and administer health insurance with enrollments and deductions synced to payroll C Benefits | ops user | Benefits admin — stories about benefits admin in this arenaBenefits admin | 2 | none | untested | none yet | |
Opt out of telemetry and usage tracking G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | n/a | untested | none yet | |
Pay employees by fast (next-day or 2-day) direct deposit instead of writing checks C Payment speed | founder | Payroll runs — stories about payroll runs in this arenaPayroll runs | 2 | none | untested | none yet | |
Perform bulk operations across many items at once G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | none | untested | none yet | |
Read the product's source under an open license G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | n/a | untested | none yet | |
Set up multiple pay schedules (weekly, biweekly, semimonthly, monthly) across different teams C Pay schedules | ops user | Payroll runs — stories about payroll runs in this arenaPayroll runs | 2 | none | untested | none yet | |
Send offer letters and HR documents for e-signature and keep them stored per employee C Employee onboarding | ops user | Onboarding hiring — stories about onboarding hiring in this arenaOnboarding hiring | 1 | none | untested | none yet | |
Version, review, and roll back my automations G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 1 | none | untested | none yet |
Opportunities — the stories that would move this product's scores, from its own judged verdictsOpportunitiestop 8 of 48 stories with headroom
What would move Justworks’s scores — derived from its own judged verdicts, biggest headroom first. Each line quotes what the judge found missing; shipping it (or evidencing it publicly) is the fix.
Agenticness — how well agents can access and operate the productDelegate tasks to a built-in AI assistant inside the product
nonemoves Built-in AIimpact 45
No evidence of any built-in AI assistant or agentic delegation feature within Justworks; all evidence pertains to HR/payroll workflows (payroll, benefits, time off, integrations) with no mention of AI capabilities.
Agenticness — how well agents can access and operate the productConnect an agent via an official MCP server
nonemoves agent-readyimpact 45
Justworks is a PEO/HR SaaS platform, so an official MCP server is a plausible axis, but there is no evidence of any MCP server offering; probes for llms.txt and OpenAPI specs both returned 404, and all docs relate to payroll/benefits/integrations with Xero, not agent connectivity.
Agenticness — how well agents can access and operate the productDrive the product through a documented public API
nonemoves agent-readyimpact 45
No evidence of a documented public API for Justworks; probes for llms.txt and OpenAPI/swagger specs all returned 404, and the help docs only cover UI-based workflows (payroll, benefits, time off, integrations), not API access.
Onboarding hiring — stories about onboarding hiring in this arenaHave an agent onboard a new hire end-to-end via the API — creating the employee, compensation, and tax setup
nonemoves PA Scoreimpact 30
No evidence of any public API for creating employees, compensation, or tax setup — probes for llms.txt and OpenAPI specs both returned 404, and all documentation describes manual UI workflows (Time Off tab, Pay menu, Xero integration setup) rather than programmatic onboarding endpoints.
Payroll runs — stories about payroll runs in this arenaHave an agent run a payroll preview via the API and surface anomalies for review before I approve the run
nonemoves PA Scoreimpact 30
No evidence of any API for payroll preview, run automation, or anomaly detection; probes for llms.txt and OpenAPI specs both return 404, and docs describe only manual UI workflows for payroll review.
Automation depth — how much of the product can run unattendedDefine rules that trigger actions automatically on events
nonemoves PA Scoreimpact 30
Evidence shows only fixed, built-in automations (holiday date rollover, automatic invoice sync) rather than any user-definable rule/trigger-action system; there is no documented workflow builder, conditional rule engine, or custom event-trigger capability in Justworks' help docs or API surface (llms.txt/openapi probes both 404).
Platform embedded — stories about platform embedded in this arenaEmbed white-label payroll into my own product through a partner API
nonemoves PA Scoreimpact 30
No evidence of any partner/embeddable API, white-label payroll offering, or developer platform; probes for OpenAPI/llms.txt returned 404s and all docs are end-user help articles about running payroll within Justworks' own UI, not embedding it into third-party products.
Contractor global — stories about contractor global in this arenaPay international contractors in their local currencies with compliant contracts
nonemoves PA Scoreimpact 30
Missing: any mention of international contractor support, local currency payout, or compliant global contractor contracts.
Showing the top 8 of 48 — every none/partial verdict in the story verdicts table is headroom.
Think a verdict is wrong? Every verdicts-table row has a Flag link — see the methodology.
Coverage map — which docs area, API section, or community source covers which judged storiesCoverage map3 surfaces · 7 covered stories
Where the cited evidence behind each covered verdict came from — the same citations the verdicts table shows, no extra judging.
API reference7 stories
- Send a new hire a self-serve onboarding flow that collects W-4, I-9, and bank details before day one
- Run a full payroll cycle end-to-end — review hours and earnings, preview totals, and submit — in one flow
- Sync payroll journal entries automatically to my accounting software like QuickBooks or Xero
- Have an agent pull payroll journal data via API or export and reconcile the entries into my ledger
- Generate payroll registers and gross-to-net reports and export them for analysis
- Have federal, state, and local payroll taxes calculated, filed, and remitted automatically
- Define PTO policies with accruals and approvals that apply automatically to payroll
llms.txt1 story
Claims vs evidence — vendor claims reconciled against independent verdictsClaims vs evidence
0 of 5 testable claims verified · 1 contradicted → integrity 0/100
12 distinct capability claims found in Justworks’s own claimed-docs/GitHub materials, reconciled against our judge’s independent verdicts.
0
Verified
4
Unverified
1
Contradicted
3
Undersold
Unverified (9)
“Ops can review payroll accuracy via Custom Payroll Report and employee profiles, and fix errors before running payroll”
Run a full payroll cycle end-to-end — review hours and earnings, preview totals, and submit — in one flowpartialproof ↗
“Ops can set up a PTO policy with name, start/end date, policy type, and timecard sync options”
Define PTO policies with accruals and approvals that apply automatically to payrollpartialproof ↗
“Ops can map each Justworks pay type to an account or sub-account in Xero's Chart of Accounts”
Sync payroll journal entries automatically to my accounting software like QuickBooks or Xerofullproof ↗
“Ops can override default company-to-Xero account mappings on a per-department basis”
Sync payroll journal entries automatically to my accounting software like QuickBooks or Xerofullproof ↗
“Justworks collects employee filing status, withholding, and exemption info at enrollment so employees don't need to file a separate W-4”
Send a new hire a self-serve onboarding flow that collects W-4, I-9, and bank details before day onepartialproof ↗
“Employees can set up PTO by navigating to the Time Off section from Home and adding a policy”
Define PTO policies with accruals and approvals that apply automatically to payrollpartialproof ↗
“Ops can connect their Xero account to Justworks to enable payroll-to-accounting sync setup”
Sync payroll journal entries automatically to my accounting software like QuickBooks or Xerofullproof ↗
“Ops can override accounting line item mappings at the individual employee level”
Sync payroll journal entries automatically to my accounting software like QuickBooks or Xerofullproof ↗
“Ops can override accounting line item mappings at the individual office level”
Sync payroll journal entries automatically to my accounting software like QuickBooks or Xerofullproof ↗
Contradicted (1)
“Ops can record taxable fringe benefits provided outside Justworks as a payment entry”
Run an off-cycle payroll for bonuses, corrections, or terminations outside the regular schedulenone
Undersold (3)
Have an agent pull payroll journal data via API or export and reconcile the entries into my ledgerpartialproof ↗
Generate payroll registers and gross-to-net reports and export them for analysispartialproof ↗
Have federal, state, and local payroll taxes calculated, filed, and remitted automaticallypartialproof ↗
Claims outside our story set (2)
Real capability claims found in Justworks’s own materials, but no story in this arena’s taxonomy covers them yet — that’s feedback on the taxonomy, not a mark against the product.
“After PEO start date is confirmed, company can notify existing payroll/EPLI/health providers of termination”
source ↗“Companies can complete an expedited enrollment process in 2-3 weeks”
source ↗
Business model
Per-employee-per-month pricing across PEO and Payroll plans; benefits premiums pass through at cost on PEO plans.
pricing ↗Score trend
How this product’s scores have moved as evidence and verdicts are re-derived — a point per change, not per day.
Flag
⚑ Flag a verdictThink a verdict is wrong? Opens a prefilled GitHub issue — or use the ⚑ next to any verdict above.
For agents
