The 13 Best Review Management and Review Analytics Software Platforms in 2026

The short answer: best review management and review analytics software in 2026

Our top pick for review management and review analytics in 2026 is Birdeye, with Reputation second. Both collect and answer reviews for multi-location brands and add analysis, and Birdeye ranks review topics by impact per location. Unwrap is the pick for analyzing review text together with tickets and surveys, to find which complaint is pulling ratings down.

What review management and review analytics software covers

The best review management and review analytics software in 2026 is Birdeye, which pairs AI review requests and replies with topic analysis across 200+ sites. Reputation follows for per-location programs with surveys, then Unwrap for analyzing review text together with tickets and surveys.

Review management software requests, monitors and answers reviews; it's the reply side. Review analytics software sorts review text into themes and sentiment so a team can fix the cause of a 1-star rating. Few tools here do both well; Birdeye and Reputation come closest.

Review software compared

The 5 kinds of review software

• Local reputation management: review requests, AI replies and listings for physical locations. Birdeye, Reputation, Yext and Podium.

• Review analytics alongside other feedback: reviews aren't treated as a separate silo here. Unwrap and Keatext.

• App store review tools: Apple App Store and Google Play reviews, with replies that post back to the stores. Appbot and AppFollow.

• Ecommerce product reviews: collection, display and syndication of product reviews. Yotpo, Trustpilot Business, Okendo and Judge.me.

• Social and web review monitoring: review sites tracked with social, forums and news. That's Brandwatch.

How we evaluated review management and review analytics software

• Review source coverage: native connectors versus file uploads.

• Depth of text analysis: themes, sentiment and a link back to the original review.

• Context beyond reviews: whether themes can be checked against tickets and surveys, where a rating's cause often shows up.

• Response and collection: review requests and replies.

• Pricing transparency: published prices and what they scale on.

The 13 best review management and review analytics platforms

Platforms that handle both collecting and analyzing reviews rank highest. After that, analytics depth and source coverage carry the most weight.

1. Birdeye: best for multi-location brands that want reviews and insights together

Birdeye uses AI agents to request reviews and reply in a brand's voice. Birdeye Insights analyzes reviews, surveys and listings data from 200+ sites and ranks topics by impact for each location. American Pacific Mortgage runs 1,700 locations on it.

It ranks first because one product covers both halves of the job: the agents collect and answer reviews, and Insights explains what those reviews say, location by location.

Best for: Multi-location brands, such as urgent care chains and mortgage lenders, with dozens or hundreds of sites.

Integrations: HubSpot, Zoho CRM, Freshdesk, ServiceNow and Outlook, plus integrations with over 3,000 software systems, connectors for the major helpdesks and CRMs, Zapier and a public API.

Pricing: Not published. Quotes are based on the number of locations.

Where it falls short: Its analysis is organized around physical locations, which suits storefront businesses better than software or app companies.

2. Reputation: best for per-location reputation programs with surveys

Reputation combines review collection, AI responses, listings and surveys for multi-location brands, with sentiment analytics on its Pulse tier. Kia UK raised its average star rating from 4.2 to 4.6 across its dealer network with it.

Best for: Brands with many locations that want reviews, listings and surveys under one per-location price.

Integrations: No public integration catalog; a documented REST API covers reviews, surveys, tickets and locations.

Pricing: $80 per location per month for Rep Core, $115 with Pulse and $150 with Surveys; Enterprise (125+ locations) is quoted.

Where it falls short: Per-location pricing adds up, and you'll pay extra for sites such as Yelp, Tripadvisor and Vitals through a premium source add-on.

3. Unwrap: best for analyzing review text together with tickets and surveys

Unwrap, an AI customer intelligence platform, puts review text in one workspace with support tickets, chat, surveys and call transcripts, so a theme in 1-star reviews can be checked against the same complaint in tickets. Its tags hit 90%+ precision in third-party verification, every insight opens to the customer's own words, and Slack or email alerts follow a spike, typically inside 24 hours. Perplexity, lululemon, GitHub, DoorDash and Microsoft appear as customers on its site.

Its documented review connectors cover Trustpilot (through Trustpilot's Business API), Google Maps reviews per store, and Amazon reviews by product ASIN (the 100 most recent per product page), and its homepage sample insights come from public app store reviews. G2 and Capterra don't have a native connector; teams upload them by CSV, where a Stars column powers rating filters. Read about Unwrap's feedback and review analysis.

Best for: CX and product leads who want review text read alongside tickets and surveys to find the complaint pulling star ratings down.

Integrations: About 30 native connectors, including HubSpot, Freshdesk, Front, Aircall, Trustpilot and Snowflake, plus 3,000+ more apps through Zapier. Alerts go to Slack, and fixes can be pushed to Jira.

Pricing: Starts at $24,000 a year. Unwrap never charges by seat; the price follows feedback volume and the integrations a team connects. A 30-day trial runs on a team's own data.

Where it falls short: Unwrap isn't a reputation or listings tool. It doesn't manage business listings or run review-request campaigns, and data ingests nightly. A local business that mainly needs to collect and answer reviews is better served by Birdeye or Reputation above.

4. Keatext: best for text analytics on reviews and surveys at a published price

The Keatext platform brings public reviews, survey answers and support tickets into a single view, and its AI reports flag themes, sentiment and blind spots. Intuit, Lenovo and Hilton are named users.

Best for: Research and CX analysts who'd like theme and sentiment analysis on reviews and surveys without a large contract.

Integrations: SurveyMonkey, QuestionPro, Alchemer and ServiceNow, plus 400+ more feedback platforms through Tray.io, connectors for the major helpdesks and CRMs and a public API.

Pricing: $550 a month on Basic (10,000 records a year), $999 on Pro (20,000 records) and from $1,650 on Enterprise, with a free 2-week proof of concept.

Where it falls short: Record caps are tight if you've got high-volume review streams, and it doesn't answer or request reviews.

5. Appbot: best for accurate sentiment on app store reviews

Appbot monitors Apple App Store, Google Play and Microsoft Store reviews in every country and classifies each by sentiment, topic and emotion, reporting 93%+ sentiment accuracy. AI-drafted replies and auto-reply rules post back to the stores, and competitor apps sit in the same dashboard.

Best for: Mobile product and support teams that don't want separate tools for review analysis and replies.

Integrations: Slack, Microsoft Teams, Kustomer and Tableau, plus connectors for the major helpdesks and CRMs, Zapier and a public API.

Pricing: From $49 per month billed annually ($59 monthly) to Premium from $479 per month; the Large plan has a free trial.

Where it falls short: It reads app store reviews only, so tickets, surveys and web reviews stay outside its analysis.

6. AppFollow: best for reply automation across many app stores

AppFollow puts reviews from Google Play, the App Store, Microsoft Store, Samsung Galaxy Store, Huawei AppGallery, Trustpilot and Steam into one inbox. AI agent workflows handle routine replies, and auto-tags and AI summaries surface spikes. It also sells app store optimization (ASO) tools.

Best for: Gaming and consumer app teams that answer a high volume of store reviews.

Integrations: App Store Connect, Google Play Console, Trustpilot, Slack and Microsoft Teams, plus connectors for the major helpdesks and CRMs, Zapier and a public API.

Pricing: Free plan; ASO at $19 per month; Essential at $129 and Team at $425 per month billed annually; Enterprise quoted.

Where it falls short: Much of the product is aimed at replies and store optimization, and its analysis stays within store and marketplace reviews.

7. Yext: best for brands that pair reviews with listings

Yext monitors reviews from Google, Facebook, Yelp and 80+ other platforms, drafts AI replies, and scores sentiment by location against nearby competitors. It's sold alongside Yext's listings product.

Best for: Brands that want review management and local listings from one company.

Integrations: Freshdesk and Looker Studio, plus a network of 200+ third-party publishers such as Google Business Profile and TripAdvisor, and a public API.

Pricing: Not published.

Where it falls short: There's no list price to budget against, and reviews are positioned as a companion to listings rather than a standalone analytics tool.

8. Brandwatch: best for research on public conversation and review sites

Brandwatch Consumer Research searches an archive of 1.4 trillion+ public posts dating to 2008, and its data coverage includes review sites alongside social networks, forums and news. The Iris assistant summarizes findings, and Brandwatch is part of Cision.

Best for: Brand and research teams that track reviews within broader online chatter.

Integrations: HubSpot, ServiceNow, Shopify, Google Drive and Bynder, plus connectors for the major helpdesks and CRMs and a public API.

Pricing: Not published.

Where it falls short: As a listening tool, it doesn't answer reviews, and its data page doesn't name the review sites it covers.

9. Yotpo: best for midsize and enterprise online stores

Yotpo Reviews collects product and site reviews in one request flow and syndicates them to Google, Meta, TikTok Shop and retail partners, with sentiment scoring in its analytics. Dr. Martens has collected 1.8 million reviews through it.

Best for: Online stores that've grown enough to use syndication and analytics.

Integrations: Gorgias, Gladly, Klaviyo, Shopify and Adobe Commerce (Magento), plus connectors for the major helpdesks and CRMs and a public API.

Pricing: Starter is $89 and Pro is $169 per month for up to 500 orders a month; Yotpo quotes Premium and Enterprise on request.

Where it falls short: AI review summaries and AI-powered analytics sit on the quoted Premium tier.

10. Trustpilot Business: best for brands that want a public, independent review profile

Trustpilot Business is the business side of a public review platform holding 400 million+ reviews, used by more than 28,000 businesses. Companies collect service, product and location reviews through invitations, widgets and QR codes.

Best for: Ecommerce and service brands that want reviews on an independent site shoppers already check.

Integrations: Shopify, HubSpot, Gorgias and Klaviyo, plus connectors for the major helpdesks and CRMs, Zapier and a public API.

Pricing: Free plan, then Starter from $99, Plus from $319 and Premium from $799 per month per domain, billed annually.

Where it falls short: Every domain costs extra, and the richer dashboards and insights start at Premium.

11. Okendo: best for Shopify brands that want AI review summaries

Okendo Reviews collects product and site reviews for Shopify stores, with AI moderation and replies. AI summaries condense sentiment and common themes, and its analytics track sentiment shifts and the effect on sales.

Best for: Growing Shopify brands that want AI summaries and analytics on product reviews.

Integrations: Shopify, Klaviyo, Gorgias, Attentive Mobile and Meta Pixel, plus a public API.

Pricing: Free up to 50 orders a month, then $19 (Essential), $119 (Growth) and $299 (Power) per month by order volume.

Where it falls short: It's built for Shopify, and AI summaries start on the $119 Growth plan.

12. Podium: best for local businesses collecting Google reviews by text

Podium sends review invites by text and uses an AI Reputation Specialist to write invites and replies, with reviews landing in one inbox alongside customer messages. Bedzzz Express reported a 62% increase in reviews after turning on its automations.

Best for: Single-location and small multi-location businesses that want more Google reviews quickly.

Integrations: HubSpot, Shopify, QuickBooks Online, Mailchimp and Jobber, plus a public API.

Pricing: Core is $399 and Pro is $599 per month; Signature is quoted.

Where it falls short: Podium has no listings product, and its reporting counts reviews rather than analyzing what they say.

13. Judge.me: best for small Shopify stores on a tight budget

Judge.me collects and displays Shopify product reviews, including photo and video reviews and Google Shopping syndication. AI review summaries and reply suggestions come with the paid plan.

Best for: New and small stores that need reviews on product pages for little or no cost.

Integrations: Klaviyo, Google Business Profile, Google Shopping, Amazon and Etsy, plus 100+ connected apps and a public API.

Pricing: Free plan with unlimited reviews; Awesome is $15 per month, which Judge.me says is the most a store will ever pay.

Where it falls short: There isn't much analysis beyond AI summaries.

How to choose review software

• If you run physical locations and want review replies and review analysis in one product, start with Birdeye, then compare Reputation and Yext on per-location cost.

• If the reason ratings are falling may also show up in tickets and surveys, pick Unwrap, which analyzes review text together with both.

• If your reviews live in the App Store and Google Play, choose Appbot for analysis depth or AppFollow for store coverage.

• If you sell on Shopify, start with Judge.me or Okendo, and move to Yotpo once syndication and analytics matter.

• If G2 or Capterra reviews matter, check whether the tool connects natively or needs a CSV export.

Questions to ask review software vendors

• Which review sites and app stores do you connect to natively, and which need an upload?

• What's the cap on how many reviews you pull per product or location?

• Can I open the original review behind every theme or sentiment score?

• Can review themes be compared with support tickets and survey comments?

• What does pricing scale on: locations, orders, domains, records or feedback volume?

Frequently asked questions about review management and review analytics software

What are the best review management software platforms?

Our ranking is Birdeye, Reputation, Unwrap, Keatext, Appbot, AppFollow, Yext, Brandwatch, Yotpo, Trustpilot Business, Okendo, Podium and Judge.me. Birdeye leads because one platform handles review requests and replies and also analyzes reviews per location; Unwrap is strongest at analyzing review text together with tickets and surveys.

What are the best G2 and Capterra review analytics platforms?

Most platforms don't have a native G2 or Capterra connector, so teams export those reviews and upload them. Unwrap takes them by CSV upload and analyzes them alongside tickets and surveys.

What are the best app review analysis software platforms?

Appbot and AppFollow are the dedicated app store tools: Appbot for sentiment accuracy, AppFollow for store coverage and reply automation. Unwrap fits teams that want app reviews analyzed with their other feedback.

What are the best online review sentiment analysis software tools?

Birdeye, Reputation and Yext for location-level sentiment, Unwrap and Keatext for sentiment across reviews and other feedback, and Okendo and Yotpo for Shopify product reviews.

How much does review analytics software cost?

Judge.me tops out at $15 a month, Appbot starts at $49 a month billed annually, Keatext at $550 a month and Reputation at $80 per location per month. Unwrap starts at $24,000 per year, while Birdeye, Yext and Brandwatch don't publish prices.

How current is this guide?

It was last refreshed in October 2026, when each vendor's features, prices and supported review sites were rechecked on its own website.