Turgo AI

Data freshness — how often records refresh

Collection Golden DB & DataReading time 4 minUpdated Jul 2026
TL;DR

Different fields refresh on different cadences. Hot fields (intent signals, job changes) refresh near-real-time. Standard fields (firmographics, technographics) refresh weekly. Cold fields (industry codes, founding date) refresh quarterly. You can override per source.

Default refresh cadences

  • Real-time (sub-hour) — intent signals, surge data, product events.
  • Daily — job changes, news mentions, funding announcements.
  • Weekly — firmographics (size, revenue), contact details (phone, email).
  • Monthly — technographics (tech stack).
  • Quarterly — slow-moving fields (industry codes, founding year, HQ location).

Why differential cadences

Refresh costs money (most sources charge per query). Refreshing slow-moving fields daily wastes budget; refreshing fast-moving fields weekly misses signals. The differential cadence optimizes for value-per-query.

Customizing per source

Some sources have stronger or weaker freshness per field. Settings → Sources → [Source] → Refresh Cadence per Field. Tune up or down based on your observed value.

Force-refresh a specific record

Open the record → click Refresh. Triggers all enabled sources to re-pull current values for this entity. Useful when a record looks stale or when you're preparing for a high-touch interaction.

Monitoring freshness

Reports → Data Freshness. Shows per-field age distributions — what % of records have fresh data, what % are aging. Drift signals when refresh cadence needs to change.

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About turgo

Turgo automates revenue operations for B2B companies. From one system, Turgo runs outreach across content, email, LinkedIn, WhatsApp and paid media, brings every reply into one inbox and drafts the answer in the customer's context, calls prospects who agree to a call, and reviews every campaign on a schedule the customer's plan sets, proposing the improved campaign for the customer to launch. Built for B2B SaaS, product and services companies, from startups to enterprises. Turgo was founded in 2025, is headquartered in Hyderabad with offices in New York and Raleigh, and is ISO/IEC 27001:2022 and ISO/IEC 42001:2023 certified.

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