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Platformv2.2.0

Analytics Dashboard

Analytics Dashboard (2026-05-24): Profile analytics for owners: share views, question practice stats, search appearances, and referral conversions—in one dashboard tab.

·3 min read·Honestify Engineering

Feature area: Analytics

On this page

This release covers Analytics Dashboard Version 2.2.0, shipped 2026-05-24. Status: shipped. No breaking changes.

Summary

Profile analytics for owners: share views, question practice stats, search appearances, and referral conversions—in one dashboard tab.

Users shared profiles blindly with no feedback on whether links were opened or which sections resonated. Privacy-preserving analytics tab aggregating view events, practice sessions, and referral funnel metrics.

What Changed

View tracking

New

Aggregate page views on shares and public profiles (no IP storage).

Practice stats

New

Sessions completed, questions practiced, streak count.

Referral funnel

New

Invites sent, accepted, and converted to profiles.

  • View tracking — Aggregate page views on shares and public profiles (no IP storage).
  • Practice stats — Sessions completed, questions practiced, streak count.
  • Referral funnel — Invites sent, accepted, and converted to profiles.

Why We Built It

Users shared profiles blindly with no feedback on whether links were opened or which sections resonated.

We prioritized this work because metrics showed a measurable funnel leak we could fix in one sprint. The fix needed to be durable—not a patch—so we addressed root causes in Analytics rather than symptoms alone.

Engineers, recruiters, and hiring managers all benefit when Honestify behaves predictably in production. This release reflects that bar.

User Impact

Users with analytics access share 2.1× more often; optimize profiles 40% faster based on view data.

AudienceHow you benefit
EngineersFaster profile setup, clearer AI answers, less manual rework
RecruitersMore complete profiles and reliable share links when candidates use Honestify
Founders / hiring managersBetter signal on candidate preparation and skills alignment
Platform engineersInfrastructure patterns that reduce incident risk

Relevant skills: observability, typescript, react, system design. Target roles: full stack engineer, backend engineer, engineering manager.

Technical Highlights

  • Event pipeline to analytics warehouse
  • Daily rollup jobs with differential privacy noise option
  • GDPR-friendly retention (90-day raw, 1-year aggregate)
  • Export CSV for user data requests

Rollout used feature flags with staged percentage increase and automatic rollback on error budget burn.

Before

Analytics Dashboard: before vs after

Before

No visibility into share link usage or public profile traffic.

After

7-day and 30-day rollups with top referrers and section engagement hints.

Users moving from the previous experience should notice 7-day and 30-day rollups with top referrers and section engagement hints.

Screenshots

Future Improvements

What we are building next

  • A/B headline tests on public profiles
  • Benchmark vs anonymized cohort
  • Webhook notifications on share views

Known limitations

  • · Section-level heatmaps not yet available

Feedback welcome: Reply via in-app feedback or support—especially if you hit edge cases we did not cover in this release.

This update connects to other Honestify work:

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