Product workflow3 min readKeep one real product question in mind as you read.
A useful way through

Start with one real question and leave with a next step.

Start with the question in front of you, then use the guide to make the next decision easier.

Try saying

“I am trying to make this decision. What should I look at first?”

Start with context

Bring the smallest useful example.

Look for the signal

Separate what is known from what is assumed.

Take one step

Choose an action you can review.

PostHog Integration

What this connection is for

Bring funnels, feature flags, and survey responses beside the customer language that explains them.

How your data reaches Specky

Specky pulls from PostHog on a schedule. A sync runs when you open your workspace if the data is stale, and you can also start one by hand from the integration card.

Before you start

  • Personal API Key (Required) — Personal API key from your PostHog project settings.
  • Project ID (Required) — Your PostHog project ID, found in Project Settings.
  • PostHog Host (Optional) — PostHog Cloud US (default) or EU, or your self-hosted URL.

Setup

Open Settings → Integrations, find PostHog, and click Connect. The form will tell you what to paste and where to find it.

How to create a Personal API Key

  1. Go to your PostHog project → Settings → Personal API Keys
  2. Click "Create personal API key"
  3. Give it a label like specky-integration
  4. Copy the generated key (starts with phx_)

Finding your Project ID

  1. Go to Settings → Project in PostHog
  2. Your Project ID is displayed at the top of the page

PostHog Host

  • US Cloud: https://us.posthog.com (default)
  • EU Cloud: https://eu.posthog.com
  • Self-hosted: Your custom PostHog URL

Data synced

DataUsed for
Events & trendsUser behavior patterns, feature adoption metrics
Feature flagsActive experiments, rollout status
Surveys & responsesNPS scores, feature requests, user feedback
CohortsUser segmentation for targeted PRDs
Session recordingsAI watches each replay for bugs, rage clicks, and UX friction

How Specky uses PostHog data

  • Product Graph: Events and survey responses appear as graph nodes alongside Slack, Jira, etc.
  • PRD Generation: AI cites analytics data (e.g., "only 12% of users completed onboarding") when writing specs
  • Discovery Workbench: Surface trending events, declining feature usage, and NPS feedback clusters
  • Opportunity Tree: Feature flag experiment results feed into opportunity scoring

After connecting

New PostHog items appear in Discovery alongside your other sources. You can search them, ask questions about them, and cite them in product work without opening another tab.

Disconnecting PostHog removes the connection and the signals it brought in.

Troubleshooting

  • Connected, but nothing appears. Open the PostHog card and run a sync by hand. If it errors, the card shows the reason.
  • "Upgrade to connect". Your plan caps how many integrations you can connect at once, and a few providers are Scale-only. Settings → Usage shows where you stand.
  • Credentials stopped working. Tokens expire and get revoked. Reconnect with a fresh one — your existing signals are kept.

See the PostHog integration page for what it's for and the questions people usually ask first, or the Integrations Overview for how integrations work in general.

Ready to apply this?

Start with your own product and keep the first read grounded. You'll create an account before the guided result so it can be saved to your workspace.

Try the guided start