YOUR IDEAS. A CLEAR PLAN. SOMEONE IN YOUR CORNER.
AI & affiliate measurement

Build an affiliate content scorecard with Claude Sheets

Connect reader intent, outbound clicks and approved commissions without confusing one for another.

AI-generated editorial scene of colleagues reviewing a spreadsheet and a planning whiteboard.
AI-generated editorial illustration; not an Anthropic screenshot or a photograph of a real client session.

An affiliate publisher can have a busy content calendar and still be unsure which work helps readers make a decision. Claude Sheets can organize performance records; Whiteboards can connect them to the questions your next article should answer. The goal is a clearer editorial decision, with commission status and data sources visible.

What Anthropic announced

On November 10, 2026, Anthropic introduced Claude Sheets and Whiteboards in beta and made Claude Data, formerly Dashboards, generally available on paid plans. Sheets supports editable formulas and Excel/CSV export; Whiteboards supports shared visual planning. Data works with connected data sources and adds visual stories, including narrated videos. Certified queries and live sharing remain beta features.

Interactive connectors are also expanding to full app views where supported, including Adobe and Atlassian. Availability depends on rollout and organizational settings. Claude Meetings is described as coming soon in the overview; the Whiteboards help page documents Google Meet beta support on Team and Enterprise. Check your account before planning around it; Zoom and Microsoft Teams are not supported in that documented beta.

Before you start

Open Claude and confirm that your paid account has the Sheets and Whiteboards templates in Artifacts. Team plans enable them by default; an Enterprise owner must enable them. If a template is missing, check your plan and organization settings before following this exercise. No live meeting or connected business account is required for the sample below.

Start a chat, paste the labeled sample data and ask for a Sheet. In a separate request, ask for a Whiteboard using the reviewed findings. Copy the relevant context explicitly: the Whiteboards help page says connected-app context is not currently available to the board. These are suggested prompts, not a transcript of a hands-on test in Claude.

Your four-step workflow

Choose one period; Build the Sheet; Map reader questions; Improve one page
Original step-by-step guide. The numbered steps are also written below.
  1. Choose one period. Match analytics and affiliate reports to a defined reporting period.
  2. Build the Sheet. Keep measured visits, clicks, pending amounts and approved amounts separate.
  3. Map reader questions. Create a Whiteboard with unanswered questions, source checks and useful examples.
  4. Improve one page. Choose a reader problem to resolve, then record the change and next review date.

Worked example: Which comparison page deserves an editorial review?

Fictional practice example. These inputs and expected outputs demonstrate the method. They are not client results, portfolio metrics or evidence that this task was run in Claude.

PageMeasured sessionsOutbound clicksApproved commission USD
Beginner guide8008024
Product comparison4006036

Paste this prompt into Claude

Create a Claude Sheet using only the following SYNTHETIC PRACTICE DATA. Do not connect accounts or invent missing values. Keep raw inputs separate from calculations. Include visible formulas and an Assumptions tab. The decision is: Which comparison page deserves an editorial review?

Page,Measured sessions,Outbound clicks,Approved commission USD
Beginner guide,800,80,24
Product comparison,400,60,36

Use these formulas, with the header in row 1:
E2 = IF(B2=0,"",C2/B2)  → outbound-click rate
F2 = IF(C2=0,"",D2/C2)  → approved commission per outbound click

Explain the calculation and flag missing inputs. Keep zero denominators blank and identify why the result is unavailable. Do not claim these are real business results.

Check the expected result

The fictional beginner guide has a 10% outbound-click rate and $0.30 per outbound click. The comparison page has 15% and $0.60.

The comparison page is a reasonable place to inspect reader questions and product fit, but two rows cannot prove why it performed differently. Merchant reporting windows, tracking loss, returns and approval delays can change the picture. Approved commission is separate from pending commission, and neither should be inferred from clicks alone.

Turn the reviewed result into a board

Create a Whiteboard for this reviewed sample. Make four sections: Evidence, Assumptions, Open questions, and Next action. Evidence: The fictional beginner guide has a 10% outbound-click rate and $0.30 per outbound click. The comparison page has 15% and $0.60. Interpretation to review: The comparison page is a reasonable place to inspect reader questions and product fit, but two rows cannot prove why it performed differently. Merchant reporting windows, tracking loss, returns and approval delays can change the picture. Approved commission is separate from pending commission, and neither should be inferred from clicks alone. Add one owner and review-date placeholder; do not invent names or commitments. Keep the sample labeled fictional. Do not send messages or change connected apps.

Make the handoff useful

Have Claude flag missing evidence for claims about price, eligibility and product performance. Open the official source before updating the article. Use your actual approved tracking links and retain the disclosure. This guide uses ordinary Anthropic information links and does not claim an affiliate relationship with Anthropic.

Before sharing, check one ordinary row, one missing value and one zero-denominator case. Confirm that totals use the intended rows. Open the exported Excel file and inspect formulas and formatting; a CSV export does not preserve a workbook’s tabs and presentation. Share only the reviewed version with the intended people.

If you later use Claude Data, inspect the data source, metric definition and refresh time. Ask for the uncertainty to appear in any data story. If Meetings is available to your team, follow your organization’s participant-notice and recording practices; otherwise use notes you are permitted to share. The worksheet exercise works without a meeting assistant.

Try it on one real task

Replace the sample with data you are authorized to use, keep the same review question and record what needed correction. A useful first result is a checked artifact and a decision someone can act on.

Build a useful affiliate publishing practice →

Official sources

Feature information checked November 11, 2026. Examples, prompts and interpretation are original editorial guidance.

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