Your snapshot
Aiwyn's score and Tax Filing & Tax Calculators position
Estimate your federal & state taxes with Aiwyn's tax engine
Description
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.
The Primary Subcategory used for this profile’s headline score.
Other Subcategories where the Integration is listed.
Get updates when Aiwyn Tax (formerly Column Tax)’s Discoverability Score or category rank changes.
Claude Discoverability Score
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Shown to buyers in 100.0% of contested Runs.
One core score. Three important factors to discoverability.
Aiwyn organic discovery report
See how Aiwyn appears in Tax Filing & Tax Calculators, where it ranks, and how it compares with the wider Claude Connector ecosystem.
Your snapshot
Aiwyn's score and Tax Filing & Tax Calculators position
Industry report
State of Agent Discovery
30-day industry report
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.
As of 2026-09-28, Aiwyn Tax (formerly Column Tax) competes with Intuit TurboTax, TaxAct, AdvisorWorld Reference Data, Kintsugi in Claude Tax Filing & Tax Calculators, ranked by public Discoverability Score.
As of 2026-09-28, Aiwyn Tax (formerly Column Tax) ranks #1 of 5 in Claude Tax Filing & Tax Calculators with a Discoverability Score of 100/100 (Winning).
This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.