Field Notes & Insights

Digital Marketing Blog

Practical SEO, growth, and engineering notes for teams building revenue online.

Showing 22-42 of 55 articles

Page 2 of 3

People reviewing work together at a desk with laptops
Saas Development
06 Oct 20269 min

How do we test a database change before exposing it to every SaaS customer?

Test SaaS database changes with representative fixtures, old and new app versions, shared-schema rollout limits, recovery rehearsals, and an acceptance brief.

SaaS database migration release testing
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202610 min

How do we support an MVP pilot when the customer's internet connection is unreliable?

Support an MVP pilot with selected offline tasks, version-aware sync, current permission checks and interruption tests using a connectivity-aware specification.

MVP intermittent connectivity design
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202610 min

How do we stop duplicate payment notifications granting access twice?

Prevent duplicate payment notifications extending SaaS access twice with durable receipt, atomic entitlement updates and a practical recovery test plan.

SaaS payment webhook idempotency
People reviewing work together at a desk with laptops
Saas Development
06 Oct 20268 min

How do we show customers a clear usage history before they dispute an AI bill?

Design a transparent AI usage history showing billable units, period boundaries, and task references while protecting secrets and enabling dispute resolution.

SaaS AI usage history customer portal
Close-up of an illustrative line chart on a screen
Saas Development
06 Oct 20269 min

How do we show a dashboard's last reliable update when a data source is late?

Show dashboard freshness using verified source coverage, successful ingestion and completeness, with clear stale values, decision rules and recovery tests.

dashboard stale data status
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202611 min

How do we reproduce a SaaS error that happens only on a customer's phone?

Investigate mobile-only SaaS errors with bounded diagnostics and controlled comparisons. Record loaded versions, real-device evidence and limits in a brief.

SaaS mobile only error diagnosis
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202610 min

How do we represent a marketplace payment split before choosing a gateway?

Map marketplace collection, fees, refunds and provider payouts before choosing a gateway. Use a requirements brief to verify API and settlement support.

South Africa marketplace split payments design
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202610 min

How do we reconcile a paid invoice when the subscription is still marked inactive?

Reconcile a paid SaaS invoice with inactive access using a checklist for customer mapping, paid periods, event processing and safe entitlement recovery.

SaaS payment entitlement reconciliation
Close-up of an illustrative line chart on a screen
Saas Development
06 Oct 202610 min

How do we migrate a spreadsheet CRM without losing notes, owners and deal history?

Migrate spreadsheet CRM data with stable IDs, preserved notes, reviewed owner mappings and reconciled history. Use an acceptance pack to verify each source row.

spreadsheet to custom CRM migration
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202610 min

How do we meter AI usage without charging customers for our failed retries?

Build an AI usage ledger that separates provider costs from customer outcomes, prevents duplicate retry charges and supports invoice checks and recovery.

SaaS AI usage billing retries
People reviewing work together at a desk with laptops
Saas Development
06 Oct 20269 min

How do we make a cancelled user's shared links stop working?

Make cancelled users lose new file access by checking current membership, choosing suitable delivery paths, and testing signed links, old JWTs and caching.

SaaS revoked access shared links
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202612 min

How do we let one user work for two organisations without mixing their data?

Define an active organisation for SaaS reads, writes, uploads and exports. Use this contract to test switching, delayed requests and tenant boundaries safely.

SaaS multiple organisation user context
Close-up of an illustrative line chart on a screen
Saas Development
06 Oct 20269 min

How do we let managers drill into KPIs while protecting employee-level information?

Plan manager KPI drill-downs with scoped permissions, safe aggregates and controlled exports. Use an access checklist to test every data path before release.

dashboard employee data access
People reviewing work together at a desk with laptops
Saas Development
06 Oct 20269 min

How do we launch a service marketplace when providers and customers join at different speeds?

Plan a narrow marketplace launch with verified provider capacity, clear booking and payment states, recovery tests and a first-transaction brief for your team.

service marketplace first transaction scope
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202611 min

How do we keep marketplace filters useful without indexing every possible combination?

Keep marketplace filters useful with curated public routes, non-indexable filter views and private account pages. Use a testable route plan and clear rules.

marketplace filter SEO crawl control
People reviewing work together at a desk with laptops
Saas Development
06 Oct 20269 min

How do we keep a public help article indexable while private tickets stay out of search?

Keep public SaaS help articles crawlable while protecting private tickets with server authorization, accurate metadata, safe attachments and practical tests.

SaaS public help private ticket SEO
People reviewing work together at a desk with laptops
Saas Development
06 Oct 20269 min

How do we export a customer's data when it is spread across records and attachments?

Learn how to export customer data spanning records and attachments securely with boundary definition, verification tests, and a practical acceptance checklist.

SaaS customer data export completeness
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202611 min

How do we design subscription states when a South African customer's card payment fails?

Design South African SaaS subscription payment failure states using Payfast retries, grace periods, recovery workflows, and clear customer notifications.

South Africa SaaS subscription payment states
Person planning a workflow on a whiteboard
Saas Development
06 Oct 202610 min

How do we design an MVP where staff must review AI results before customers see them?

Design an MVP review queue with draft, corrected and approved versions, staff permissions and customer-safe responses, plus concrete approval and failure tests.

AI MVP review queue design
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202610 min

How do we collect actionable pilot feedback without treating every request as a requirement?

Collect pilot feedback in a decision log that records blocked jobs, frequency, severity and evidence, then compares changes with the customer’s paid outcome.

SaaS pilot feedback prioritisation
People reviewing work together at a desk with laptops
Saas Development
06 Oct 202610 min

How do we change SaaS pricing without changing existing customers' contracts silently?

Change SaaS pricing with versioned plans, explicit entitlement mappings, approved migration rules and provider checks that keep existing customer terms visible.

SaaS pricing version entitlements

Want this applied to your site?

Our team turns these insights into revenue-generating search architectures.