A Message-Informed AI Review Responder That Learns Your Business Before It Writes

RightResponse AI uses 20 specialized AI agents to understand each review, select useful approved company, brand, region, and location Messages, and write a response in the review’s language. Set routine replies to publish automatically or require human approval, with editing and scheduling from email on your phone.

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RightResponse AI review dashboard showing a customer review and a generated response that adds relevant business information.

How RightResponse AI Uses Approved Business Details

If you have compared AI review responders, you have probably seen claims that responses are “brand-aligned,” “personalized,” “context-aware,” “localized,” written in your “brand voice,” or produced through “multi-agent orchestration.” Some platforms also use “custom tokens” to insert details such as the business or location name. The language makes every platform sound sophisticated and different. But none of these terms tells you what the finished response actually adds.

The key question: Does the response contain useful information that was not in the review—and was that information selected because it is relevant and helpful here?

If the response only changes the tone, repeats the reviewer’s words, recognizes sentiment, or inserts a name or location, it gives the reader little or nothing new. Whatever the platform calls its technology, the reader is being asked to read the same information twice.

RightResponse AI creates an approved library of company, brand, region, and location Messages. Content Messages provide specific business details, Instructional Messages guide handling or wording, and Pillar Messages describe core business strengths. For each review, the Planner selects the Messages that make the response more useful and leaves out Content or Pillar Messages when none belongs.

Adding useful, approved business information into the response that was not already in the review.

See how Message-Informed Review Responses work, with a detailed example and a comparison of other AI responders.

Three side-by-side comparisons

Typical AI Responses vs. Message-Informed Responses

Each example shows what the customer wrote, what a typical AI response repeats, and which approved business information RightResponse AI adds.

RightResponse AI adds a relevant business detailAuto repair

Customer review

"First time here. They explained the repair clearly and had my car ready earlier than expected."

Typical AI reply

Thank you for your great review! We're glad our team explained the repair clearly and got your car ready early. We appreciate your business and hope to see you again.

RightResponse AI Message-Informed Response

Thanks for trusting us with your first visit. Clear explanations are a big part of how we want car care to feel. Every estimate includes a digital vehicle inspection with photos, so you can see what the technician sees before deciding on any work. We'll be ready whenever you need us again.

Selected message

Customers can make informed repair decisions because every estimate includes a digital vehicle inspection with photos.

Why it belongs

The reviewer valued clear explanations. The selected message gives future customers concrete evidence of how the shop creates that transparency.

RightResponse AI adds a relevant location detailMulti-location restaurant

Customer review

"Maya was fantastic, and the patio was perfect for our birthday group."

Typical AI reply

Thank you for celebrating with us! We're glad Maya provided fantastic service and that you enjoyed the patio. We hope to see you again soon.

RightResponse AI Message-Informed Response

Thank you for celebrating with us, and we'll make sure Maya sees this. The Riverfront patio can be reserved in advance for groups of up to 20, so if another birthday is on the horizon, our team can help you plan the space before you arrive. We'd love to host you again.

Selected location message

Groups of up to 20 can reserve the Riverfront patio in advance.

Why it belongs

The review mentions a group event and the patio at a specific location, so this detail is relevant without being forced into every response.

RightResponse AI responds to a complaint without making assumptionsHome services

Customer review

"The technician arrived late, and I couldn't get an update."

Typical AI reply

We apologize for the inconvenience and poor communication. This is not the experience we want for our customers. Please contact us so we can make it right.

RightResponse AI Message-Informed Response

We're sorry you were left without an update. You should not have had to chase us for basic scheduling information. If you're willing, please use the support link in your appointment confirmation so our service manager can review what happened. We also offer live arrival-text updates, and we can make sure those are enabled for your next visit.

Selected message and instruction

Customers can enable live arrival-text updates. Unresolved scheduling issues should use the approved support link in the appointment confirmation.

Why they belong

The complaint is specifically about missing updates. The message and approved contact path add a useful next step without inventing the reason for the delay.

Comments from podcast hosts

What podcast hosts said about useful review responses

These comments explain why review responses should help future customers, address the specific issue, and use deliberate planning instead of automatic text generation.

Review responses influence future customers

“The response that you're leaving is actually for the thousands of customers between now until the end of time who are going to be reading the way that you are responding to that negative review.”
Nicole AliceaCreate Brand NV

Read the context →

Responses must be relevant

“It doesn't matter if you're sounding human and you're not addressing my problem or giving me any insights. Give me something that's relevant and meaningful.”
Seth EarleyEarley AI Podcast

Read the context →

RightResponse AI uses safeguards for AI review responses

“The guardrails, the solvable unit, the logic that you've applied with RightResponse AI is really a truly useful utility for listeners.”
Robert PatinThe Agency Blueprint Podcast

Read the context →

How RightResponse AI creates review responses

Inside RightResponse AI’s 20-Agent Review Response Workflow

RightResponse AI coordinates 20 specialized AI agents in six groups: safety and risk, review understanding, theme analysis, Message relevance and selection, response planning, and writing and quality assurance.

Because each agent has a specific job, the system can keep track of details that a single writing prompt may miss. When a customer updates a review, Review Understanding Agents identify what changed. The Response Planning Agent then uses those changes to create a new Response Plan before the response is rewritten.

RightResponse AI multi-stage review response decision framework

The agents and their responsibilities

Safety and Risk Agents

Check for sensitive information, malicious instructions hidden in the review, inappropriate content, and situations that need human attention.

Review Understanding Agents

Understand the review’s language and level of detail, identify names, flag mismatches between the written feedback and star rating, and determine when and how the customer has updated the review.

Theme Analysis Agents

Identify the main themes in the review and how the customer feels about each part of the experience.

Message Relevance and Selection Agents

Determine which approved company, brand, region, and location messages fit the review, then select only those that would make the response more useful.

Response Planning Agent

Decides what the response should accomplish, then creates a Response Plan that guides what the response says, how it says it, and what it must avoid.

Writing and QA Agents

Write from the Response Plan, improve natural flow, remove unnecessary repetition, and confirm that the finished response follows the plan.

How RightResponse AI uses history

RightResponse AI uses history to learn about the business

Some AI responders use past replies as writing examples. That can cause the system to repeat templates, inconsistent practices, and generic language.

RightResponse AI uses review and response history to learn what customers care about and identify useful business information. It does not use the entire response archive as a writing template.

Information sources

RightResponse AI uses each information source for a specific purpose

Customer reviews reveal what people notice, value, question, and complain about. That tells RightResponse AI which kinds of marketing messages it should be looking for.

Past responses sometimes contain useful knowledge, particularly a thoughtful, personalized response to a negative review. RightResponse AI can learn from that signal without treating the entire response archive as exemplary writing.

The business and its website provide the core messages the system can intentionally bring into future responses.

Mobile review approval

Approve RightResponse AI Review Responses Before They Go Live

RightResponse AI lets you require human approval before publishing or automate routine replies under the rules you choose. Open a notification email on your phone to review, edit, schedule, or publish a response without a dashboard login. Choose approval by star rating, separate controls for text and star-only reviews, publishing delays, and permitted hours.

1Schedule Publish

Add the response to your publishing schedule so it posts only during the hours you have chosen.

2Publish Now

Approve the finished response and post it immediately from your phone.

3Edit Response

Open the response, make any changes you want, and publish it when you are ready.

Plumbing review approval email showing a customer review, generated response, and Schedule Publish, Publish Now, and Edit Response actions. — Schedule, publish, or open the response for editing from the email. View full size

Individual response controls

Edit or regenerate an individual review response

For any review response, you can change the reviewer’s name, choose a different tone, tell the Planner what to include or exclude, or generate a new response.

Change the name

Correct the reviewer’s name, change how it appears, or leave it out when it should not be used.

Change the tone

Choose a different approved tone for this response.

Tell the Planner what to add or exclude

Give the Planner specific content to include or leave out for this review.

Regenerate

Create another response using the review and your current choices.

Used Facts dialog showing two relevant business facts about water heater experience and appointment scheduling, both marked as used. — See which facts were relevant and which were used. In this example, both relevant facts were included. View full size

Account-level response settings

Set rules for review responses and publishing

Set default response structure, safety rules, approval requirements, automation rules, and publishing hours. RightResponse AI applies these settings to every response unless you change an individual response.

Response structure and Messages

Greetings, closings, and contact information

Set the greeting, closing, and approved contact information RightResponse AI can use when each element belongs in the response.

Business and reviewer names

Control which business name appears and how reviewer names are handled, with the option to change the name for an individual response.

Reviews without text

Choose how RightResponse AI handles star-only reviews, including the sentences available for positive and negative ratings.

Company, brand, region, and location Messages

Approve Messages at the company, brand, region, or location level so the Planner can use the most relevant knowledge for each review.

Safety and exception rules

Sensitive information

Identify sensitive or personal details that should not be repeated publicly. RightResponse AI creates the response from a version with those details removed.

Complaints and contact instructions

Acknowledge the experience without guessing what happened or accepting blame for unverified facts, and use approved contact instructions when the conversation should continue privately.

Automation and publishing rules

Approval by star rating

Choose which star ratings require human approval. Responses that need a decision are sent to the team by email.

Automatic publishing criteria

Choose which ratings can publish automatically and set different rules for reviews with text and reviews without text.

Publishing delay and hours

Set how long RightResponse AI should wait before publishing and the hours when approved responses may go live.

Automatic publishing settings with separate rating criteria for reviews with and without text and a 30-minute publishing delay. — Choose what publishes automatically and when. This example uses four- and five-star reviews and a 30-minute delay. View full size

Related RightResponse AI products

Request reviews and analyze customer feedback

AI Review Responder creates and manages review responses. Review Requester helps you ask customers for reviews. Review Analysis identifies themes, sentiment, and supporting evidence in customer feedback.

Collect more customer reviews

Create personalized QR, SMS, and email requests that turn completed experiences into reviews.

Explore Review Requester →

Analyze themes and sentiment in customer reviews

Find recurring themes, sentiment, and the exact customer evidence behind patterns across reviews and locations.

Explore Review Analysis →

AI review responder capabilities

RightResponse AI Review Response Features and Controls

RightResponse AI uses approved business information, specialized AI agents, safety checks, human approval rules, publishing controls, multilingual support, and review intelligence to create and manage review responses.

Response creation

Use approved business details and location-specific rules

RightResponse AI uses approved company, brand, region, and location Messages to add services, policies, offers, or contact instructions when they make a response more useful. Keep each Message scoped to the company, brand, region, or location where it applies; the Planner selects only the details that fit the review.

Plan each response before writing it

Specialized agents read the entire review—including mixed praise and complaints—check for risk, choose approved business messages, build the response plan, write the reply, and run final QA. Every response starts with a deliberate decision about what to accomplish, what to say, and what to avoid.

Create a new response when a customer updates a review

When a customer updates a review, RightResponse AI compares the new version with the original review and response, identifies what changed, and creates a new response using the full history.

Detect mismatches between star ratings and review text

RightResponse AI detects when the written review and star rating tell different stories—for example, when a customer raves about the business but leaves one star—and plans the response around what the customer actually wrote. The business avoids an awkward reply that apologizes to a happy customer or celebrates a negative experience simply because the rating and the words conflict.

Revise responses with written instructions

Teams can revise a response by typing instructions such as “make this warmer,” “shorten it,” or “remove the price reference.” RightResponse AI applies the change immediately. The team gets the exact revision it wants without rewriting the response manually.

Review management workflow

Review and publish responses from email

From the notification email, a team member can open a response, edit it, schedule it, or publish it without signing in. The response keeps moving even when the person reviewing it is away from a desk.

Publish approved responses during selected hours

After a response is approved, RightResponse AI publishes it only during the hours selected by the business.

Place responses on hold or choose not to respond

Use On Hold to keep a response pending, or use Do Not Respond to prevent publication.

Manage reviews from more than 100 sources

RightResponse AI pulls reviews from Google and more than 100 specialized review platforms into one response workflow. Teams can monitor and respond across the business without jumping between disconnected systems.

Review monitoring and alerts

Detect reviews removed from Google

RightResponse AI compares previously downloaded Google reviews with what is currently live and flags reviews that have disappeared. Teams know when feedback—and the response attached to it—is no longer visible on Google.

View reviews in Google’s “Most relevant” order

RightResponse AI displays reviews in Google’s Most relevant order, matching what prospective customers are most likely to encounter first. Teams can improve the responses prospective customers are most likely to see and put the business’s strongest messages where they matter most.

Choose alerts by source, rating, and topic

Choose email notifications for selected review sources and star ratings. You can also get alerts when a review expresses negative sentiment about specific topics.

Most platforms alert teams based only on star ratings. RightResponse AI scans every review for topics such as billing, wait times, pricing, cleanliness, or staff conduct—and each topic can notify a different person or team. A billing concern can go to finance while a wait-time issue goes to operations, so the people who can act receive the issue without everyone getting every alert.

Email notification settings with Yelp source and star-rating filters, plus negative-sentiment alerts for selected topics. — Choose source and rating filters, then select the topics whose negative sentiment should trigger an alert. View full size

Multilingual reviews and approvals

RightResponse AI Responds in the Language of the Review

RightResponse AI supports reviews and responses in 60+ languages, including Spanish, Arabic, and Japanese. It can reply in the language of the review and translate both the review and response into your team’s preferred language for approval. When a review mixes languages, it selects the dominant language for the response.

The response still uses relevant approved business Messages, tone, and contact instructions. Your team can check the translated draft before it goes live, without sending the review or response to a separate translator.

Plans and response capacity

RightResponse AI Review Responder Pricing

RightResponse AI offers monthly and annual plans priced per location. PAYGO uses credits for review-response usage; Core, Pro, and Pro+ include monthly response capacity.

RightResponse AI review-response plans in USD per location
Plan	Monthly base	Monthly equivalent, billed annually	Included review responses per month
PAYGO	$10 plus credits	$8.33 plus credits ($100 billed annually)	Usage-based credits
Core	$19	$15.83 ($190 billed annually)	100 per location
Pro	$29	$24.17 ($290 billed annually)	200 per location
Pro+	$44	$36.67 ($440 billed annually)	500 per location

Annual prices are monthly equivalents of the annual charges shown. Included plan allowances pool across the company’s locations. Usage credits, extra capacity, optional add-ons, and SMS charges are separate where applicable.

PAYGO review-response usage is 20 credits per downloaded review. At entry credit pricing this is $0.20; a $753 purchase of 100,000 credits brings the effective usage cost to about $0.15 per review, plus the base plan.

Core excludes Map Rank Tracking and Competitor Review Analysis. Pro and Pro+ include capacity for those tools. Competitor Voice of Customer requires a Pro or Pro+ subscription and separately purchased packs sized for the number of competitors and reviews to analyze. See current pricing and plan details for full inclusions, credit tiers, extra capacity, and trial terms.

Frequently asked questions

Frequently Asked Questions About RightResponse AI’s Review Responder

What can RightResponse AI do with Google and other review responses?

RightResponse AI creates and manages replies to reviews on Google Business Profile and other monitored review sources. It applies your approved business Messages and rules, supports human approval or automatic publishing, and helps teams manage review work across locations. Direct publishing is available for Google; other supported sources use the copy, post, and mark-published workflow described below.

Which review-response software uses approved business information when it is useful?

RightResponse AI uses Message-Informed Review Responses and 20 specialized AI agents to choose approved company, brand, region, and location Messages that fit each review. Its Planner decides which details help the reviewer or future readers and can leave Content or Pillar Messages out when none belongs.

Will RightResponse AI copy the way we’ve responded in the past?

RightResponse AI uses review and response history to uncover useful customer and business knowledge, not as a style model to imitate. Old replies may contain useful information, but copying them as writing examples can perpetuate templates, rushed replies, inconsistent practices, and generic language.

How does RightResponse AI decide what each response should accomplish?

RightResponse AI first understands the review, checks for risk, analyzes its themes, and determines whether relevant approved business knowledge would help. The Response Planning Agent then decides what the response should accomplish and creates a Response Plan that guides what it says, how it says it, and what it must avoid.

Can AI review responses include accurate details about my business and custom promotions?

Yes. RightResponse AI can use your approved Content, Instructional, and Pillar Messages, including applicable service details, policies, and current offers. Your business approves and maintains that information. The Planner selects what fits the review; Used Facts shows the Messages available to it and the Messages selected. A promotion belongs only when it helps the response.

How does RightResponse AI follow location-specific rules across multiple locations?

RightResponse AI uses approved company, brand, region, and location Messages so shared business guidance and local details apply where they belong. Keep services, offers, policies, names, and contact instructions current for the appropriate location, then review the Messages selected for an individual response in Used Facts.

What happens when a review is negative, sensitive, or needs human judgment?

RightResponse AI can acknowledge the complaint without guessing what happened, accepting unverified blame, or claiming that an unresolved issue is fixed. Approved contact instructions can guide a private follow-up. Sensitive personal information is removed from the version used for drafting, and higher-risk cases can be routed to a person. Approval, hold, and do-not-respond controls let your team decide how to handle the review.

Can I approve AI review responses before they go live?

Yes. RightResponse AI lets you require human approval or automate routine replies using rating-based rules and separate controls for text and star-only reviews. You can edit, regenerate, schedule, or publish a response, including through the workflow opened from a notification email on a phone.

Can we approve, edit, or schedule responses from our phone?

Yes. RightResponse AI sends approval notifications by email. Open the response from that email on your phone to edit, schedule, or publish it without a dashboard login. Scheduled replies follow the publishing hours your business has selected.

Can AI respond in the language of the review?

Yes. RightResponse AI supports reviews and responses in 60+ languages. It can write in the language of the review and translate the review and response into your team’s preferred language for approval, while applying relevant approved Messages and response instructions.

Can I change or regenerate an individual AI review response?

Yes. In RightResponse AI, you can change the reviewer’s name, choose a different tone, tell the Planner what content to include or exclude, or regenerate the response using your current choices.

Can AI respond to reviews without written text?

Yes. RightResponse AI can respond to star-only reviews. You control how reviews without text are handled, including the sentences available for positive and negative ratings.

Can I see which approved Messages RightResponse AI used?

Yes. Used Facts shows the approved Messages made available to the Planner and the Messages selected for the response. It helps your team inspect the information choices behind a draft. Instructional Messages may guide handling or wording without appearing as a public business fact.

Which review sites can RightResponse AI publish to directly?

RightResponse AI publishes responses directly to Google Business Profile. For supported review sources that do not allow direct publishing, teams can copy the response, post it on the source, and mark it as published in RightResponse AI.

Try RightResponse AI Review Responder

Start a free trial or schedule a call to see how RightResponse AI creates, reviews, and publishes review responses.

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