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Revinate alternatives for hotel guest review analytics

Revinate gives hotels review management, competitive benchmarking and post-stay surveys, listed on its plans page at $125 a property (shown as MRR) for the Reputation plan, with Post-Stay Surveys, which require Reputation, at another $125 a property. Hotel groups and owners compare alternatives when they want to know what actually drives low guest ratings across a portfolio, with reviews read alongside surveys, emails, chats and calls and joined to PMS and revenue data. The alternatives below are Dimension Labs, TrustYou CXP, Shiji ReviewPro, Reputation, Medallia and Qualtrics.

Where Dimension Labs is the strongest choice: when you want every customer channel analyzed together, joined to your operational data, and turned into reports other teams use. It is fully omni-channel, enriches every interaction with Dimensions built for your business and industry, and builds custom decks, dashboards, executive reports and interactive data stories you can share across the company. From $299 a month with no demo; the join to CRM and revenue data comes with Prove and up. Why Dimension Labs.

By Maddox Hale, Research at Dimension Labs · Prices checked November 9, 2026

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Why teams look for Revinate alternatives

What drives low ratings, measured. The topic guests mention most is not always the one that costs stars. In our analysis of 9,446 public Google reviews of 45 Marriott-family hotels in Orlando, a dirty room raised the chance of a one- or two-star review by 34 points, while front desk and check-in, the topic guests mention most, moved it by about 2 points and was not significant (the analysis).
A portfolio view across hotels and operators. Owners and brand teams want every property scored the same way and compared with hotels like it. In the same public reviews, the share of poor stays ran from 7.89% to 41.18% across the 45 hotels.
Every guest channel, joined to PMS and revenue data. Guests also write emails, chat, call and answer third-party surveys. Revinate lists third-party survey integration at $250 a month and an STR revenue insights integration at $50 a month (revinate.com/plans-guest-feedback, checked November 9, 2026); some groups want all of it in one place with their own PMS and revenue data.
Pricing by volume, not by property. Revinate prices per property. Groups with many small hotels, or one large resort, look at plans sized by the number of reviews and comments instead.

Published terms, checked November 9, 2026

Revinate and 6 alternatives: price, contract and how you buy

Starting prices as each vendor publishes them. "Not published" means the vendor's site gives no price. Third-party figures are labelled.

ToolStarting priceBillingTrial or free planDemo or sales call to buy

Revinatesource, 2026-11-09 $125 a property (Reputation, listed as MRR); Post-Stay Surveys $125 more Not stated None listed Yes, Request pricing leads to a demo form

TrustYou CXPsource, 2026-11-09 From $75 a property a month (Lite); $130 Essential; $198 Professional Billed annually None listed Yes, book a demo

Shiji ReviewProsource, 2026-11-09 Not published Not stated None listed Yes, request a demo

Reputationsource, 2026-11-09 $80 a location a month (Rep Core); $115 and $150 tiers Not stated None listed Yes, talk to sales

Medalliasource, 2026-10-26 Not published (Vendr reports a $13,338 a year median) Annual tiers None listed Yes, talk to sales

Qualtricssource, 2026-10-26 $420 a month ($5,040 billed annually) for the online research plan; CX by quote Billed annually ($5,040) Free account with 500 responses Yes for CX; online research plan can be bought directly

Dimension Labssource, 2026-10-26 $299 a month (Explore); $999, $2,999 and $6,999 tiers Monthly or annual Free trial to start No

Read from each vendor's own pricing or product pages on the date shown. Vendors change pricing; check before you buy.

What Dimension Labs is

Why Dimension Labs: the omni-channel analytics agent for customer data

Dimension Labs is an omni-channel analytics agent for customer data. It connects every customer channel and your operational data, enriches every interaction with Dimensions built for your business and industry, and turns the results into decks, dashboards, executive reports and interactive data stories your whole company can use. Plans start at $299 a month with no demo.

Revinate manages reviews and post-stay surveys for each property. Dimension Labs reads those reviews and survey comments together with guest emails, chats and call transcripts, enriches every one with Dimensions built for hotels and your brand, and compares every property with hotels like it. On Prove and up it joins guest comments to PMS and revenue data and measures which issues move ratings and bookings, with confidence intervals. Its agent then writes the owner and GM reports, decks and dashboards, shared across the group as links. See hotel guest experience analytics and hotel guest review and survey analytics tools.

Fully omni-channel

Every customer channel in one place: support tickets, live chat, chatbot and AI agent transcripts, call transcripts, emails, reviews, surveys and social posts, read in full, not sampled.

Easy integration across customer and operational data

Customer channels join to the operational data sitting next to them (CRM, billing, renewals, orders, product usage, point of sale, staffing and location data) on the same customer, account or location (the join to CRM and revenue data comes with Prove and up). Connect Zendesk, Intercom, Salesforce, Snowflake, BigQuery and more, or start with a CSV.

Effortless enrichment of every interaction, built for your business

Every interaction on every channel is enriched with Dimensions, hundreds of them if you need them: typed fields such as the reason for contact, whether it was resolved, a product mentioned or a cancellation threat, designed for your business and industry (custom Dimensions on Discover and up; Explore uses the pre-built library). The same schema runs every time, so CX, marketing, product, sales, operations and leadership all work from the same enriched data.

A new visual analytics layer

Go beyond static dashboards and AI chat widgets. Ask in plain English and the agent builds fully customized decks, dashboards, PDF and executive reports and interactive data stories in the platform, keeps them current on a schedule, and shares them across the company.

Proof of which issues move the number

Each issue is tested against the outcome you care about, such as churn, revenue, ratings or cost to serve, holding other factors fixed, with an effect size and a confidence interval (Prove plan and up). Every number links back to the conversations behind it.

Every data source

What Dimension Labs reads, and joins on the same customer, account or location

Customer conversationsSupport tickets, live chat, chatbot and AI agent transcripts, call transcripts, emails

Customer feedbackSurveys and NPS verbatims, app store and Google reviews

Revenue and accountsCRM, billing, renewals, orders, subscriptions

OperationsProduct usage, point of sale, staffing, location and store data, fulfilment

Where it comes fromZendesk, Intercom, Salesforce, Genesys, Ada, Gorgias, Qualtrics, Medallia, Snowflake, Databricks, BigQuery, S3, the API or a CSV

blend

Dimension Labs, recorded in the product: messages from several channels read, structured and joined to account revenue. See integrations.

A standard CX dashboard ranks cleanliness first and front desk and check-in second (27.2% of comments). Ranked by causal effect on a one-star stay, staff attitude is first at +44 points, cleanliness +34, room maintenance +21, fees and billing +19, and front desk last at +2 points, not significant. — Exhibit B of What your CX tools can't tell you. Effects are estimated changes in the chance of a one- or two-star review from a causal model on 8,504 rated reviews. Open the full report

One set of data, every team

The questions Dimension Labs answers for each team

TeamQuestionWhat the agent delivers

Customer experienceWhich contact reasons drive repeat contacts, low CSAT and churn, and which fixes would pay back first?Driver rankings, cost-to-serve impact, a weekly CX report

MarketingWhat do customers say about us versus competitors, and which messages match why people buy or leave?Voice-of-customer themes by segment, competitor mentions, campaign inputs

ProductWhich bugs, gaps and requests are tied to churn or expansion revenue, not just mentioned most?Revenue-weighted roadmap evidence, release impact tracking

SalesWhy do deals and renewals slip, and which accounts are showing risk signals in their conversations?Account risk signals, win and loss reasons, renewal briefs

OperationsWhich locations, shifts, partners or processes are behind the complaints, and what would fixing them move?Location and store comparisons, staffing and process drivers

ExecutivesWhat is driving the number this quarter, what is it worth, and did last quarter's fix work?Board-ready decks, impact measured as new data arrives

Product

Ask for the deliverable, and the agent builds it

A report and a slide deck built and checked by the agent, then saved to the project and kept current.

report

Dimension Labs, recorded in the product.

At a glance

A feedback analytics tool compared with Dimension Labs

What the category is generally built to do, set against what Dimension Labs does. Check any specific vendor against the published terms above.

Feedback analytics toolDimension Labs

What it readsCustomer feedback: surveys, reviews, support ticketsEvery data source: all customer interactions plus CRM, billing, orders, usage and operational data

What it extractsThemes, topics and sentimentHundreds of Dimensions built for your business and industry, on every interaction from every channel

How issues are rankedBy how often they come upBy their measured effect on revenue, retention, ratings or cost, with confidence intervals

Who it servesUsually one team: CX, research or productCX, marketing, product, sales, operations and executives, from one set of data

What you getDashboards to readCustom decks, dashboards, PDF and executive reports and interactive data stories, built in the platform and shared across the company

How you startOften a demo and an annual contractOne file, from $299 a month, no demo or sales call

Customer results

What teams reported after putting it to work

Each figure is that company's own reported result, from its customer story.

600%ROI within 18 months, $3.13M in total savingsTravelers Under 6 hoursinsight review cycle, down from about 60 daysNBA 57%fewer human escalations from its chatbotIntuit QuickBooks 43%fewer unhandled bot conversationsDropbox

Six questions to ask any vendor, Revinate included

Does it read every data source you have, including operational data, or only feedback?
Does it learn your business and build fields specific to it, or apply a generic taxonomy?
Does it rank issues by how often they come up, or by what they do to revenue and retention?
Can every team (CX, marketing, product, sales, operations, leadership) get answers from it?
Will it produce the report, deck or dashboard and keep it current, or does someone rebuild it each month?
Can you start on your own data before you sign a contract, and is the price published?

Plans from $299 a month, no demo or sales call, no contract on monthly plans. Discover and Prove include a causal finding from your data by the end of Week 4, or Month 1 back. SOC 2 Type II, ISO 27001 and GDPR.

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When Revinate is the better choice

Revinate can be the simpler fit if what you want is narrower: answering reviews, running post-stay surveys with department and NPS reports, and benchmarking each hotel against its competitive set, priced per property next to Revinate's other hotel products, when you don't need guest comments from every channel analyzed together and joined to PMS and revenue data.

The alternatives

Dimension Labs Best for omni-channel analysis joined to operational data, with reports every team can use

$299 a month (Explore); $999, $2,999 and $6,999 tiers · Monthly or annual · Free trial to start

Dimension Labs reads every data source in the business, customer conversations and operational data alike, learns how the business works and extracts hundreds of business-specific Dimensions from it. For a hotel group that means reviews, survey comments, emails, chats and calls tagged with fields written for hotels and your brand, such as cleanliness, staff, fees and room condition, every property compared with hotels like it, and issues ranked by their effect on ratings or revenue (with confidence intervals and the PMS and revenue join on Prove and up). Its agent builds the owner deck, the GM report and the brand dashboard and keeps them current. Plans are priced by conversations, not by property: Explore covers 1,000 a month for $299. Plans start at $299 a month with no demo or sales call, and monthly plans have no contract.

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TrustYou CXP

From $75 a property a month (Lite); $130 Essential; $198 Professional · Billed annually · None listed

TrustYou CXP brings reviews from Google, Booking.com, TripAdvisor and 55+ sources into one inbox next to TrustYou surveys, with AI replies in 23 languages, a weekly AI recap, sentiment and impact scores, portfolio insights and 45 PMS integrations. Plans start from $75 a property a month billed annually (Lite), with $130 Essential and $198 Professional (trustyou.com/pricing and trustyou.com/cxp, checked November 9, 2026).

TrustYou CXP website

Shiji ReviewPro

Not published · Not stated · None listed

Shiji ReviewPro collects reviews from over 140 sources in 45 languages, including OTAs, Google and your own guest surveys, automates AI responses, and benchmarks each hotel with its Global Review Index score. It suits hotels already on Shiji systems. No price is published; the page offers a demo (shijigroup.com/reviewpro-reputation, checked November 9, 2026).

Shiji ReviewPro website

Reputation

$80 a location a month (Rep Core); $115 and $150 tiers · Not stated · None listed

Reputation covers reviews, listings and surveys for multi-location brands, hotels among them, at $80, $115 or $150 a location a month; analytics come with the $115 Pulse tier and advanced surveys with the $150 tier. Enterprise plans for 125+ locations are custom (reputation.com/pricing, checked November 9, 2026).

Reputation website

Medallia

Not published (Vendr reports a $13,338 a year median) · Annual tiers · None listed

Medallia suits a brand that runs a central guest survey program across many hotels and touchpoints. Its pricing page describes Experience Data Record pricing in annual tiers with no list price; Vendr, a third party, reports a $13,338 a year median (checked October 26, 2026).

Medallia website

Qualtrics

$420 a month ($5,040 billed annually) for the online research plan; CX by quote · Billed annually ($5,040) · Free account with 500 responses

Qualtrics is a survey and research platform. Its online research plan is $420 a month, billed annually at $5,040, for 1,000 responses; customer experience products are by quote (qualtrics.com/buy-online, checked November 9, 2026).

Qualtrics website

Common questions

What is the best Revinate alternative for analyzing guest reviews across a hotel portfolio?

Dimension Labs, if you want reviews, surveys, emails, chats and calls for every property analyzed together, compared across hotels and operators, joined to PMS and revenue data on Prove and up, and turned into owner and GM reports; plans start at $299 a month. For a hotel review inbox with published per-property prices, TrustYou CXP. For a benchmark score inside Shiji's systems, Shiji ReviewPro.

Which tools show what actually drives low guest ratings?

A tool that measures each issue's effect on the rating rather than counting mentions. In our analysis of public Google reviews of 45 Orlando hotels, the most mentioned topic, front desk and check-in, had about a 2-point effect on a one- or two-star review and was not significant, while a dirty room raised it by 34 points. Dimension Labs measures effects this way on Prove and up.

How much does Revinate cost?

Revinate's plans page lists Reputation at $125 a property (MRR) and $200 a property (NRR), and Post-Stay Surveys, which require Reputation, at $125 a property (MRR) and $100 (NRR). Add-ons such as in-stay surveys ($100 a month) and third-party survey integration ($250 a month) are extra. The page does not define MRR and NRR; Request pricing leads to a demo form (checked November 9, 2026).

Can I keep Revinate and add deeper analysis?

Yes. Keep Revinate for replies and surveys, export the reviews and survey responses as a file, and Dimension Labs reads them with your other guest channels and your PMS data.

How much does TrustYou cost?

TrustYou's pricing page shows CXP plans from $75 a property a month for Lite, $130 for Essential and $198 for Professional, billed annually (trustyou.com/pricing, checked November 9, 2026).

What is Dimension Labs?

Dimension Labs is an omni-channel analytics agent for customer data. It connects every customer channel (tickets, chats, calls, emails, reviews, surveys) and your operational data (CRM, billing, orders, usage), enriches every interaction with Dimensions built for your business and industry, and turns the results into decks, dashboards, executive reports and interactive data stories your whole company can use. Plans start at $299 a month with no demo.

What data sources can Dimension Labs use?

Any source you have, including support tickets, live chat, chatbot and AI agent transcripts, call transcripts, emails, surveys, reviews and social posts, joined to CRM, billing, renewals, orders, product usage, point of sale, staffing and location data. Data comes in from tools such as Zendesk, Intercom, Salesforce, Genesys and Ada, from Snowflake, Databricks, BigQuery or S3, through the API, or as a CSV.

What are Dimensions?

Dimensions are typed fields extracted from every record, such as the reason for contact, whether it was resolved, a product mentioned or a cancellation threat. Dimension Labs designs hundreds of them for each business, with the same schema every run, so results compare cleanly over time and can be joined to business outcomes.

Can Dimension Labs automate analytics and BI work?

Yes. The agent learns your business, answers questions in plain English, builds any deliverable (decks, dashboards, PDF and executive reports, interactive data stories, spreadsheets, alerts) and runs on a schedule, so recurring work such as weekly CX reports, QBR decks and location reviews no longer has to be rebuilt by hand.

Prices and plan details were checked on November 9, 2026 from each vendor's public pages. Vendors change pricing; if something here is out of date, tell us at support@dimensionlabs.io and we will correct it within two business days.

Dimension Labs/Start with one file From $299 a month

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Start with one file. Ask why a number moved. Plans from $299 a month, no demo and no contract on monthly plans.

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