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Aiwyn Tax (formerly Column Tax)

Estimate your federal & state taxes using Aiwyn's tax engine that's filed over 1 million returns. Give Claude your tax documents (e.g. W-2s) and get a 1040 PDF back.

View in the Claude registry
Integration type
Connector
Verification status
Verified connector
Platform
Claude
Category
Finance

The broad Category that contains the Primary Subcategory.

Primary Subcategory
Tax Filing & Tax Calculators

The Primary Subcategory used for this profile’s headline score.

Secondary Subcategories
Expert Answers & Professional Services

Other Subcategories where the Integration is visible.

Brand
Aiwyn
Access
No account required
First tracked
2026-03-22
Tool count
9
Geography
US

Claude Discoverability Score

Live · refreshed daily. Last refreshed

Aiwyn Tax (formerly Column Tax) in Tax Filing & Tax Calculators

96/100
Winning

#2of 3competitors

Shown to buyers in 96.3% of contested Runs.

How this score is measured

What we measure

One core score. Three important factors to discoverability.

  • Picked

    · 96.3/100
    Sets the score
  • Found

    · 40.6/100
    Diagnostic
  • Positioned

    · 28.5/100
    Diagnostic
Primary Subcategory
#2 of 3ranked by public Discoverability Score
Primary Subcategory
1Intuit TurboTax100/100
2Aiwyn Tax (formerly Column Tax)96/100
3TaxAct96/100
Score explained

What does 96/100 mean?

96 is Aiwyn Tax (formerly Column Tax)'s rounded picker appearance rate. It appeared in the connector picker, or Claude invoked it directly, in 96.3% of contested conversations. All three measures are important to discoverability: Picked determines the headline score, Found shows how often Claude found Aiwyn Tax (formerly Column Tax) in connector search, and Positioned shows where it appeared in the picker.

InvisibleBuriedEmergingCompetitiveWinning

Aiwyn Tax (formerly Column Tax) is in the top band. The job now is keeping it there.

FoundDiagnostic

Whether Claude found your Connector in connector search. It must be Found before it can reach the picker, but the score counts picker appearances—not search results.

PickedMain score

How often your Connector appeared in the picker, or Claude invoked it directly, across contested conversations. This percentage is the Discoverability Score; the headline number is rounded.

PositionedDiagnostic

What position your Connector appeared in when it was shown in the picker. This shows prominence, but it does not affect the score.

Read the full scoring methodologyRecommended guideHow to get your Claude Connector organically discoveredFollow the practical steps agents use to find, shortlist, and choose your Connector.
Tools

9 tools agents can invoke

Aiwyn Tax (formerly Column Tax) FAQ
How do I improve a Verified connector's discoverability?

The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.

What are Aiwyn Tax (formerly Column Tax) alternatives on Claude?

As of 2026-08-14, Aiwyn Tax (formerly Column Tax) competes with Intuit TurboTax, TaxAct in Claude Tax Filing & Tax Calculators, ranked by public Discoverability Score.

Where does Aiwyn Tax (formerly Column Tax) rank in Tax Filing & Tax Calculators on Claude?

As of 2026-08-14, Aiwyn Tax (formerly Column Tax) ranks #2 of 3 in Claude Tax Filing & Tax Calculators with a Discoverability Score of 96/100 (Winning).

Where is this profile measured?

This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.