Buyer-question portfolio
Track discovery, use-case, comparison, and accuracy questions that reflect how buyers research in Copilot.
Microsoft Copilot is one of the 9 AI systems Digraph checks. Real virtual machines open Copilot and ask your buyer questions the way a person would, up to 250 times each, and every answer is saved with its date and visible sources.
Digraph asks 9 AI systems your questions on real virtual machines, up to 250 times each, and saves every answer with its date and sources. How Digraph collects AI answers · Reviewed October 17, 2026 by Digraph Research
The question your buyers ask.
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A Copilot answer is only useful when you can inspect it. Digraph keeps the question, the full answer, the visible sources, and the competitors together, so you can tell a mention from a recommendation and a one-off answer from a repeated pattern.
Track discovery, use-case, comparison, and accuracy questions that reflect how buyers research in Copilot.
Inspect the saved Copilot answer, the sources it shows, and the conditions of the run.
Check the brand role, category, and team context Copilot gives in answers to workplace and procurement questions.
Read Copilot results beside the other 8 systems, since each can answer the same question differently.
Pick the buyer questions, markets, and languages that matter, in the words your customers use.
Each question is asked up to 250 times, because answers change from one ask to the next.
Keep the wording, sources, competitors, date, and conditions of every answer.
Repeat the same question set before and after a change, and compare repeated patterns rather than one answer.
Review the same questions, market, and time window each time, and check how many valid answers sit behind a result before reading a trend. A missing run is not a negative brand result.
Yes. Microsoft Copilot is one of the 9 AI systems Digraph checks, alongside ChatGPT, Gemini, Google AI Overviews, Claude, Perplexity, Grok, Mistral, and DeepSeek. Each question is asked up to 250 times and every answer is saved with its date and sources.
It observes how Microsoft Copilot answers a defined set of questions across markets and dates, and shows whether a brand is mentioned, recommended, compared, or cited.
Yes. A Copilot answer and a traditional Bing result are different observations. Keep the interface, prompt, source context, and date visible while connecting both to the same topic and URL where useful.
Clarify the entity and product facts, publish useful answer-first content, maintain accessible pages and documentation, connect supporting evidence, and earn relevant independent references. These actions do not guarantee a Copilot result.
No. Platform coverage, interfaces, retrieval, language, and answer behavior can vary. A responsible program defines scope and measures repeated patterns instead of promising universal coverage.