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Wolfvisibility

Track the questions that shape your market.

Wolf turns prompts into a repeatable measurement set, runs them across five AI engines, and shows which brands and sources make each answer.

How Wolf works

01

Build a prompt set

Add the questions buyers ask before they choose: best lists, alternatives, comparisons, use cases, objections, and purchase-intent prompts. Organize them by topic and keep the cohort stable for comparable trends.

02

Define the market

Select an engine, region, and language for each run. Track markets separately so a result from one geography does not blur another.

03

Run now or schedule

Start an audit on demand or schedule recurring checks. Wolf shows the estimated credit cost before the job starts and continues collection even if you close the browser.

04

Inspect every answer

Review the raw response, detected brands, relative order, domains, citations, and exact URLs. Failed collections remain failures, not false zeroes.

05

Compare over time

Filter by prompt, engine, market, topic, brand, and date. Separate real movement from one-off answer variability by comparing stable cohorts across repeated runs.

06

Export the evidence

Download the data for client reporting, analysis, or your own research workflow without an additional plan.