Software investment research, grounded in company data.

Compare SaaS operating KPIs, hiring intelligence, and developer activity to support company underwriting, earnings analysis, and portfolio monitoring.

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Coverage Universe

355+Companies
130+Public
225+Private

The SoftwareIQ product suite

Three datasets. One connected view of company performance and intent.

Operating disclosures establish reported performance. Hiring demand and developer activity add higher-frequency evidence on investment and adoption. SoftwareIQ aligns each signal to a consistent company and market framework.

01Fundamentals

Operating KPIs

Turn fragmented filings and earnings materials into a comparable view of software-company performance. Track contracted demand, retention, customer mix, guidance, workforce investment, and profitability without rebuilding every history yourself.

Shown here: latest NRR, current billings growth, current bookings growth, and customer counts across six software companies.

45+ operating KPIs across 200+ software companiesBuild peer screens, comp sheets, guidance histories, and earnings models from one connected dataset.
Learn more about Operating KPIs

Net revenue retention

Latest NRR, current billings and bookings growth, and customer counts for six software companies.

02Hiring intelligence

Job Postings

See where software companies are adding—or pulling back—investment before it appears in reported results. Daily direct-employer data reveals changes by function, sales segment, geography, product priority, and partner ecosystem.

Shown here: Atlassian's weekly active account-executive postings across Enterprise, Mid-Market, and Public Sector segments.

Daily hiring signals across 320+ company and partner job boardsMonitor sales capacity, product investment, private-company scaling, and competitive hiring shifts.
Learn more about Job Postings

AE demand by customer segment

EnterpriseMid-MarketPublic Sector
Aug 31Enterprise 36Mid-Market 34Public Sector 4
May 4Aug 31

Weekly Atlassian account-executive postings across Enterprise, Mid-Market, and Public Sector segments.

03Product adoption

Developer Signals

Follow developer attention as products launch, categories form, and competitive momentum changes. SoftwareIQ maps package and container activity to the products, companies, and software markets investors actually research.

Shown here: eight-week npm activity share for Claude Code, Codex, and Gemini CLI.

700+ packages across five developer ecosystemsCompare product adoption, portfolio mix, competitive mindshare, and programmatic ecosystem activity.
Learn more about Developer Signals

AI coding activity share

Claude CodeCodexGemini CLI
Aug 26 · 100%Claude Code 48.3%Codex 50.1%Gemini CLI 1.6%

Eight-week npm activity share for Claude Code, Codex, and Gemini CLI.

The SoftwareIQ difference

See company performance, investment, and adoption together.

SoftwareIQ connects operating KPIs, hiring demand, and developer activity across a shared universe of software companies and markets.

Operating KPIsPerformance
Job PostingsInvestment intent
Developer SignalsProduct adoption
SoftwareIQConnected intelligence
01

One company identity

Every supported signal maps to the same company, category, and market taxonomy.

02

Comparable market views

Explore consistent company, peer, and category views across each dataset.

03

Multiple research workflows

Move from company diligence to peer screens, model calibration, and portfolio-level signal monitoring.

Use the data your way

Explore it. Model it. Connect it.

Investigate in SoftwareIQ, continue in Excel, or deliver structured data to the notebooks, models, and internal systems your team already uses.

01 / Explore

Analytics workspaces

Move from cross-sectional screens to peer groups and company evidence in analytics workspaces built for institutional software research.

02 / Model

Native Excel

Take normalized datasets and supporting context into earnings models, comp sheets, and repeatable analyst workflows.

03 / Integrate

API & data feeds

Bring structured SoftwareIQ datasets into notebooks, factor pipelines, portfolio monitors, and proprietary research systems.

Institutional data, flexible access

Choose the depth and delivery your workflow needs.

Start with the research platform, add model-ready depth, or bring SoftwareIQ data directly into your firm's research infrastructure.

Get started

SoftwareIQ

Core

$29per month

The essential research workspace for understanding software companies.

  • 45+ KPIs with up to 15 years of history
  • Company and comparable analysis
  • Weekly hiring and developer trends
  • Market Benchmarks and segment comparisons
Start 7-day free trial

SoftwareIQ

Research Suite

$249per month

A deeper, model-ready workflow for teams doing serious software research.

  • Native Excel across all three datasets
  • Daily hiring and developer signals
  • Operating KPI guidance and filing analytics
  • Job-posting partner trends and revision insights
Get Research Suite

SoftwareIQ

Data Services

Customfor your workflow

Need API access, team licenses, or custom data feeds?

  • SoftwareIQ API access
  • Team and volume licensing
  • Custom data feeds
  • Coverage and delivery tailored to your workflow
Contact us