Puzzle AI Suite

puzzle.io
Watch product

Automated bookkeeping tasks and daily insights that amplify your financial clarity.

Accounting Assistant通用 AI AgentData ClassificationLast observed: Sep 15, 2026
Product profile, website snapshot & milestones

Product profile

puzzle.io

About the product

Automated bookkeeping tasks and daily insights that amplify your financial clarity.

Capabilities

  • Accounting Assistant
  • 通用 AI Agent
  • Data Classification
  • Data Connector
  • Financial Analysis
  • Financial Reporting
  • Payment Integration

Key features

  • AI Close

    Automate month-end close with AI agents

  • Accrual Automation

    Automate prepaid expenses, fixed assets and more

  • Invoicing

    Send, track, and reconcile invoices

  • Integrations

    Native integrations with popular finance tools like Stripe, Brex, and Mercury

  • Revenue Recognition

    Automated cash and accrual revenue recognition

  • API / MCP

    Build on Puzzle's agent-native architecture

RESEARCH OVERVIEW

Opportunity overview

Aug 2026
Monthly visits78.4KMonthly estimate
Monthly change+2.1%Previous month comparison
Domain Rating60.0Sep 12, 2026
Market rank#12 / 67Finance and Accounting
Explore promotion history and growth tactics
01

Trends

Data available
Monthly visits78.4K
  1. 2026-0479.6K
  2. 2026-0565.2K
  3. 2026-0657.2K
  4. 2026-0776.7K
  5. 2026-0878.4K
Data available
Domain Rating60.0
  1. 2026-0760.0
  2. 2026-0860.0
  3. 2026-0960.0

Monthly traffic estimates. Hover, focus or tap a point for values. Related observations do not establish causation.

02

Acquisition & AI

Traffic source analysis

Direct leads traffic sources at 40.8%

Explore the leading acquisition channels, search keywords, and visits from AI platforms such as ChatGPT.

ChannelsData availableKeywordsStarterAIStarter
01 / Channel mix

Traffic by channel

August 2026

  1. DirectDirect traffic
    40.8%
  2. Organic searchOrganic
    25.4%
  3. ReferralsOrganic
    8.6%
  4. Paid searchPaid
    6.9%
  5. Organic socialOrganic
    3%
  6. Paid socialPaid
    2.8%
  7. Display adsPaid
    2.8%
  8. MailEmail marketing
    2.4%
03 / Search entry points

Primary source keywords

Starter

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View Starter

Distribution snapshot only; channel shares are not a campaign event or a claim of growth causality.

03

Competitors

Competitor comparison

Reviewed alternatives appear first, followed by products in the same market. Observation months are shown per row; different months do not form a same-period ranking.

ProductRelationshipMonthMonthly visitsMoM growth
TabsSame market2026-08134.7K-13.3%
Vic.aiSame market2026-08115.7K+35.5%
PigmentSame market2026-0885.4K-15.9%
04

Promotion research

Deep Intelligence · Growth InvestigationLoading research status

How did it find its audience?

Investigate Puzzle AI Suite’s public promotion history, key channels and growth tactics, with linked sources.

Cited promotion timelineCompetition & action prioritiesFounder playbook & action pack

Findings are based on retrievable public records, with evidence gaps made explicit. Scope and completion time depend on available sources.

Unlock this product’s promotion research & launch action pack

Review launch channels, backlink evidence and marketing milestones, then export your action checklist. A one-off purchase includes permanent access and regeneration for this product.

Technical details & run diagnostics
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Download a 1200 × 630 market card or cite this live dossier. The image includes the observation month and attribution.

Preview market cardPuzzle AI Suite market intelligence card