Keep a defensible record of what you actually observed
Organize search data and manual AI-answer samples without turning a few observations into a growth claim. This four-page printable log helps you record sources, test conditions, counts, and uncertainty. Complete it with your own authorized evidence. Sign in or create a free Suprara account to download it.
4-page printable PDF · English & Spanish · Free account required
Turn a useful idea into a documented next step.
For small-business marketers, owners, and agency analysts who need to explain observed search or AI changes responsibly. Use it when comparing a website update, checking public answers about a service, or preparing an evidence-backed discussion. English and Spanish versions support separate language-specific observation records.
Define the comparison periods, filters, prompts, and observation rules before you start collecting examples.
Separate a business mention, a clickable citation, and a supported claim so each observation stays interpretable.
Keep search performance, manual AI samples, and business outcomes in distinct records with their own limitations.
Four pages. One practical workflow.
Page 1: Measurement protocol
Set the decision, evidence types, search comparison settings, and repeatable manual AI sample plan.
Page 2: Search data record
Record clicks, impressions, CTR, comparison windows, calculations, source references, and optional separate business outcomes.
Page 3: One AI observation
Capture the prompt, product, conditions, response, business identity, linked source, and support for the cited claim.
Page 4: Comparison and decision
Summarize valid outputs, mentions, links, exclusions, possible confounders, uncertainty, and the next evidence-backed decision.
Use the worksheet with your own evidence.
Write the protocol
Choose the decision you need to inform. Fix the pages, dates, search filters, AI product, prompt list, and sample rules before testing. Use only public, non-sensitive prompts.
Save every attempt
Record the full output reference and relevant settings, including errors and absent mentions. For search comparisons, retain the original export or screenshot and use matching metric definitions.
Compare and decide
Report counts alongside percentages and disclose changes in conditions. Keep uncertain findings visible, then choose whether to keep observing, correct a verified fact, or investigate further.
Before you download
Make your next review easier to act on.
Record search performance and manual AI-answer observations in a free 4-page PDF. Keep sources, settings, and business outcomes separate. Free account required.
Free download with your Suprara account. New here? Your first sign-in creates it.Continue with a related resource
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