Hospitality Tourism Operations

Restaurant Reputation Analyst

A reputation operator for restaurant owners. On the 1st of each month, it pulls new Google Maps and TripAdvisor reviews from the past 30 days, runs sentiment analysis across food, service, value, wait time, and ambiance, deduplicates against reviews already analyzed, and clusters complaints into named friction points and staff excellence callouts. The output is an HTML email digest with star-trend, top issues, named staff highlights, and three concrete actions for the week.

1 runs · 1 clones

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Agent snapshot

Built for hospitality tourism work, not a generic template.

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Hospitality Tourism Operations

Sample input

Build an agent to restaurant Reputation Analyst. Use Gmail, Google Sheets, and Slack. Focus on operations. Return a ready-to-review result after each run.

Sample output

Monthly, scrapes Google Maps and TripAdvisor reviews from the last 30 days, scores food, service, value, wait time, and ambiance, surfaces friction points and staff wins, and emails you an HTML executive report.

What this agent automates

This run includes 7 concrete steps from the published agent data.

Signal 1 · 1

On the configured cadence, fetch new reviews from each selected review source for the configured restaurant and location

Signal 2 · 2

Hash each review by source, author handle, date, and first 80 chars; skip rows already in the agent database

Signal 3 · 3

Run sentiment scoring across the configured dimensions and tag each review positive, neutral, or negative

Signal 4 · 4

Cluster negative reviews into friction points and positive reviews into staff or dish excellence callouts

Signal 5 · 5

Compute star trend, NPS-style net sentiment, and biggest movers vs the previous period

Signal 6 · 6

Render an HTML report with summary, dimension scores, top friction points, top excellence callouts, and three recommended actions

Integrations used

Restaurant Reputation Analyst connects Gmail, Google Sheets, and Slack.

Gmail

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Google Sheets

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Slack

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Clone Restaurant Reputation Analyst

Start from the exact agent behind this page, then adapt the prompt, apps, and review steps to your hospitality tourism workflow.

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Plans start at €20/mo