PassBy's intelligence, delivered inside the AI tools you already use — Claude, Copilot, ChatGPT. Ask in plain language and get answers grounded in real customer behaviour.
Answers about the physical world used to mean exports, dashboards and waiting on an analyst. Otto turns a question into an answer — inside the tools your team already lives in.
No query language, no dashboards to build. Ask it the way you'd ask a colleague.
Every answer is backed by PassBy's real-world customer behaviour — not a model guessing.
Export answers straight to tables or slide-ready output, right where you're working.
Ask Otto to screen for opportunities using demographics, competitor presence and consumer spend, and get back a ranked, visual shortlist of candidate markets. It is the market-screening a research team would normally do by hand, now in a single conversation.
No new app to learn. Connect Otto once with your Almanac credentials, then ask from the assistant you already work in. Pick yours to see the full set-up guide.
Claude
Add PassBy as a connector in Claude, sign in with Almanac, then ask in any chat.
Set up Claude
Microsoft Copilot
Add Otto as a data source across Copilot chat, Researcher, Teams and Excel. Includes the Microsoft Learn connector reference.
Set up Copilot
ChatGPT
Add the PassBy app in ChatGPT, sign in with Almanac, and ask straight away.
Set up ChatGPT
Real questions retail teams ask — across foot traffic, competitors, locations and customers.
Otto is a Premium capability in Almanac. Ask the real world anything — from the tools you already use.
Otto plugs into the assistant you already use. Choose one to get connected.
ClaudeConnect via the MCP connector
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Microsoft CopilotAdd the Microsoft 365 connector
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ChatGPTConnect Otto as a data source
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Not sure which? Talk to us and we'll help you connect.