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Prefer to text? Text PendiumSift · siftstack.com · Scanned Mar 25, 2026
We asked ChatGPT, Claude, Gemini, and AI Overviews 7 questions Sift's customers would ask. We also asked them the way different kinds of customers would. Sift was named in 14 of 52 answers. Asked about the brand directly, 4 of 4 answers described it.
AI names Sift ahead of: Grafana, Datadog, Splunk
AI visibility score
Moderate
Sift competitors in AI answers
Answers that named each brand
Questions to win
3of 7 questions
No AI answer to these questions named Sift yet. No other brand shows up in most of the answers either, so they are open.
Named most in these answers
Share of the 22 answers to these questions.
Start with
Enter your site. We'll set up your agent, ask AI the questions your buyers ask, and track Sift as a competitor in your results.
Questions where AI recommends someone else
A sample of the questions buyers ask, and whether ChatGPT, Claude, Gemini, and AI Overviews named Sift in each answer.
We asked with no context, as The Senior Systems Reliability Architect, and as The Robotics Startup Engineering Lead. A mark sums those answers; open a question to read each one.
Share of buying answers
0% on ChatGPT40% on Claude27% on Gemini31% on AI Overviews14/52And 2 more questions in the full report.
Perplexity was not part of this scan.
What AI says
Where AI gets its information
Counts are pages cited from each site.
Sift's own site
Other sites
Publications
Full report
Complete absence from manufacturing execution systems (MES) and genealogy-related search results.
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About Sift
Sift is a unified observability platform designed for high-frequency hardware sensor data used in complex systems like rockets, satellites, and autonomous vehicles. It replaces inefficient in-house scripts by providing a production-ready infrastructure to ingest, store, visualize, and automate telemetry analysis.
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How this was measured: 8 questions, asked on ChatGPT, Claude, Gemini, and AI Overviews on Mar 25, 2026. Personas: The Senior Systems Reliability Architect and The Robotics Startup Engineering Lead. Perplexity was not included.
