PORTFOLIO PRODUCT WALKTHROUGH● OFFLINE REPLAY · ZERO API CALLS

Market58 · Audience Intelligence

Local-first research: every platform enters one common evidence pipeline.

▣   Actual saved research: Ridgeway Cargo · October 10, 2026. Fields are intentionally locked. Buttons replay precomputed stages; figures come from the supplied 29-page report.
01

Business context and research objectives

Previously generated context · locked for portfolio viewing
02

Add evidence

In the original application, collectors normalize evidence from multiple platforms into a shared record type. Here, the completed sample is preloaded.

Saved evidence ready
03

Accumulated evidence

725Collected records
430Included in report
295Excluded in report
3Platforms in report

Representative source excerpts from your saved exported dataset. Text and links are not generated by this demo.

The separate CSV export has different relevance/theme labels from the October 10 PDF run. Analytics below reproduce the PDF, not recomputed CSV totals.

04

Discover pain points and classify evidence

The production workflow discovers a report-specific taxonomy and classifies records using AI. Here, the button only animates a replay of saved results.

05

Unified research analytics

430Analyzed evidence
725Collected evidence
3Source platforms

Research themes at a glance

Each bar counts records in the report's included evidence, not unique people or market prevalence.

⚠️ Quality diagnostic: 90 of 168 expressed pain points were unmatched by the taxonomy (53.6%). This exceeds the report's 15% review threshold.
06

Strategy and report

Executive summary

Across 430 included research records, the strongest actionable signals concern game feel, controls, usability, intrusive advertising and perceived value. Recommendations are hypotheses for testing, not proof of Ridgeway Cargo users' preferences.

39Disruptive-ad pain points
48Pricing/value items
6Misleading-ad complaints

Proposed content funnel

Choose a stage to read its research signal, content actions and KPIs.

Download the original report

The complete 29-page PDF preserves methodology, evidence audit, strategic recommendations and source limitations.

↓ Download 29-page PDF