community-automations/review-aggregator

Research & Intel

PublicClaude subagent

Review Aggregator

Reviews live on G2, Trustpilot, and the App Store, each with its own scale and login, so nobody sees the full picture. This aggregator pulls them together.

sonnet1 weekPlaywrightPostgresOpenAIMetabase
ClaudeClaude
ROI for
README.md

Why this subagent

Reviews live on G2, Trustpilot, and the App Store, each with its own scale and login, so nobody sees the full picture. This aggregator pulls them together.

It collects recent reviews from every source, normalizes the ratings, and tags each with sentiment and topic. One dashboard shows the trend, the source split, and the themes coming up most, so a single view answers how the product is landing across every channel at once.

How it runs

    • Read

      Used at step 01 to kick off the pipeline.

    • Write

      Used at step 01 to kick off the pipeline.

    • WebFetch

      Used at step 01 to kick off the pipeline.

    • WebSearch

      Used at step 01 to kick off the pipeline.

Sample output

json
// Sample output
// (generated when the pipeline finishes)

Aggregate reviews from G2, Trustpilot, and App Store into one normalized, sentiment-tagged dashboard with trend and themes.

Unlock the rest

The full agent definition, install snippet, and starter task are gated for community members.

Members get the full `.md` agent file, the npm / pnpm install one-liners, a starter prompt that we've tuned against real runs, and the open-source repo when this automation ships there. One email, magic link, done.