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Home > Destinations > MCP > Tripadvisor Review

Ask your Tripadvisor Review data with Catchr MCP

Prepare your next client call with a clear view of Tripadvisor feedback. Connect Tripadvisor Review to Catchr, select the relevant accounts, and use Claude or ChatGPT through Catchr MCP to explore ratings, read review feedback and examine management replies.

For freelancers and agencies, it is a practical way to turn client questions into focused review analysis.

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Tripadvisor Review
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Bring ratings, review feedback and replies into client reporting

Start by discovering the columns available for your connected Tripadvisor Review account, then select those relevant to your question. Explore overall ratings, specific aspects of the experience and individual reviews with links back to Tripadvisor.

01

Understand overall ratings and the experience behind them

Use Average Rating and Review Count to frame the account overview. Select Cleanliness Rating, Location Rating, Service Rating, Sleep Quality Rating and Value Rating where available to compare different aspects of the experience.

Keep overall figures separate from individual review ratings, and check which columns are populated before drawing conclusions for a client.

02

Find feedback worth discussing with your client

Explore Rating alongside Review Text, Review Date and Language to identify recurring praise or complaints in the returned reviews. Use Review ID to distinguish individual reviews and Review URL to let your client check the original feedback.

Build a focused briefing around reviews below a chosen rating threshold, with supporting examples and clear limits on the feedback examined.

03

Examine management replies and response timing

Select Reply Text and Reply Date alongside the corresponding review details to examine how management addresses feedback. Where both Review Date and Reply Date are populated, calculate the elapsed days between them.

Flag reviews with no returned reply text for follow-up. A missing reply value alone should not be treated as proof that management never responded.

View all Tripadvisor Review metrics and dimensions

Choose how to work with Tripadvisor review data

A focused review investigation, a recurring client report and a question through Catchr MCP serve different needs. Choose the approach that fits the client conversation you are preparing.

Three ways to use Tripadvisor Review data with Catchr
CriterionSource-focused analysisAssembling reportsQuerying through Catchr MCP
Main taskInvestigate a specific review questionPrepare a repeatable client overviewAsk questions about connected review data
Starting pointSelect review columns and a scopeChoose account data and report columnsDiscover available columns, then ask a question
Rating analysisExamine overall and aspect ratingsPresent selected ratings with review countsRequest a comparison of available ratings
Written feedbackRead review text and repliesInclude review excerpts and original linksAsk for themes supported by returned reviews
Client useInvestigate a service concernBuild a Looker Studio review reportPrepare call notes in Claude or ChatGPT

Use a report for a consistent presentation of Tripadvisor ratings and feedback. Use Catchr MCP when you need to explore a follow-up question, such as which low-rated reviews mention service or how management replied to a complaint.

Tripadvisor Review to MCP pricing

Choose your plan by the number of platforms and accounts you report on.

Starter

For freelancers and small teams.

$ 24 /mo

Billed monthly · cancel anytime

Platforms3
Accounts10
Start free trial

Momentum

For in-house teams and small agencies.

$ 70 /mo

Billed monthly · cancel anytime

Platforms5
Accounts30
Start free trial

Growth

For agencies managing more clients.

$ 239 /mo

Billed monthly · cancel anytime

Platforms10
Accounts100
Start free trial

Scale

For teams reporting at scale.

$ 599 /mo

Billed monthly · cancel anytime

Platforms25
Accounts500
Start free trial

Connect Catchr MCP to your AI assistant

Connect Tripadvisor Review in Catchr using API-key authentication and select the relevant client accounts. Then connect your AI destination, such as Claude or ChatGPT, through Catchr MCP.

Ask it to discover the available review columns before your first analysis. Select the fields you need and confirm date coverage before requesting a period comparison.

Four questions to prepare your next Tripadvisor client review

Replace the bracketed values with your client account, reporting dates and rating threshold. Each prompt starts with column discovery so you can confirm the available data before using it in a client discussion.

PROMPT 01

Prepare a rating overview

Using Catchr, discover the available Tripadvisor Review columns for [account] and ask me to confirm the rating and review-count columns to use. What do the returned overall and aspect ratings tell us about the client experience? Present Average Rating and Review Count separately from Cleanliness, Location, Service, Sleep Quality and Value ratings where available. State the returned scope, flag missing values and do not average repeated summary figures.

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PROMPT 02

Build a low-rating feedback briefing

Using Catchr, discover the Tripadvisor Review columns for [account] and ask me to confirm Rating, Review Text, Review Date, Review ID and Review URL where available. For [start date] to [end date], which reviews fall below [rating threshold], and what concerns recur in their text? Group the returned feedback into themes, include supporting excerpts and review links, and state how many distinct reviews were examined.

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PROMPT 03

Review replies to dissatisfied reviewers

Using Catchr, discover the Tripadvisor Review columns for [account] and ask me to confirm the available rating, review, reply and date columns. Among reviews posted from [start date] to [end date] below [rating threshold], how did management respond? Show the review link and reply text where available, calculate elapsed days only when both dates are populated, and separately list reviews with no returned reply text without assuming they were never answered.

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PROMPT 04

Compare feedback between two periods

Using Catchr, discover the Tripadvisor Review columns for [account] and ask me to confirm Review ID, Review Date, Rating, Review Text and Language where available. How did the returned review feedback differ between [first date range] and [second date range]? Confirm date coverage, compare distinct review counts and the distribution of individual ratings, then summarize themes supported by the text. Flag differences in language mix or missing data that could affect the comparison.

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Tripadvisor Review and Catchr MCP questions

Which Tripadvisor Review data can I analyze through Catchr MCP?

You can explore available overall and aspect ratings, review counts, individual ratings, review text, languages, review links and management replies. Discover the columns for your connected account first, then select those needed for your analysis.

How do I connect Tripadvisor Review to Claude or ChatGPT?

Connect Tripadvisor Review in Catchr using API-key authentication, select the relevant accounts, and connect Claude or ChatGPT through Catchr MCP. Begin by asking for the available columns so your reporting questions use data returned for that account.

Can I compare Tripadvisor reviews across reporting periods?

Review Date can support comparisons of reviews posted in selected periods when it is available. Confirm the returned date coverage and use distinct Review IDs for review-level counts. Keep those counts separate from the supplied Review Count summary; do not assume they cover the same scope.

Can I check how management responded to low-rated reviews?

Use Rating, Review Text and Review URL with Reply Text and Reply Date to examine responses. Where both dates are populated, compare review and reply dates to calculate elapsed days. Missing reply data does not establish that a review received no response.

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