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Review Response Generator

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Review Response Generator

Review Response Generator

Generate professional review responses using AI (GPT-4o, Claude). Multi-language, tone customization. BYOK: OpenAI, Anthropic.

Pricing

from $0.01 / 1,000 results

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Developer

The Howlers

The Howlers

Maintained by Community

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2

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0

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7 days ago

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Review Response Generator v2.0 - Multi-Language AI Replies

Generate professional, personalized review responses with AI and auto-post to Google Business Profile. Supports 9 languages (English, Spanish, French, German, Italian, Portuguese, Chinese, Japanese, Korean) with auto-detect, tone matching, and brand voice preservation.

BYOK (Bring Your Own Key) -- you provide your own API credentials.


Before You Start

This actor requires your own API credentials to fetch real data.

Where to get your key: Your OpenAI API key for GPT-4 responses

You can test with Demo Mode first (free, no key needed) to see the output format before committing.


Quick Start

Test with Demo Mode (free, no API key needed)

{
"demoMode": true,
"reviews": [
{
"reviewerName": "John D.",
"rating": 5,
"text": "Amazing service! The team was professional and got the job done quickly. Highly recommend!",
"date": "2024-12-15"
},
{
"reviewerName": "Sarah M.",
"rating": 2,
"text": "Waited too long for service. The work was okay but communication could be better.",
"date": "2024-12-14"
}
],
"businessName": "Acme Plumbing",
"ownerName": "Mike",
"customTemplates": []
}

Run with real data

{
"demoMode": false,
"reviews": [
{
"reviewerName": "John D.",
"rating": 5,
"text": "Amazing service! The team was professional and got the job done quickly. Highly recommend!",
"date": "2024-12-15"
},
{
"reviewerName": "Sarah M.",
"rating": 2,
"text": "Waited too long for service. The work was okay but communication could be better.",
"date": "2024-12-14"
}
],
"businessName": "Acme Plumbing",
"ownerName": "Mike",
"brandVoice": "professional",
"responseLength": "medium",
"includeCallToAction": true,
"variationsPerReview": 1,
"openaiApiKey": "YOUR_API_KEY_HERE",
"responseLanguage": "",
"autoDetectLanguage": true,
"useTemplates": false,
"customTemplates": [],
"autoPostToGBP": false,
"gbpAccessToken": "YOUR_API_KEY_HERE"
}

Input Parameters

ParameterTypeDefaultRequiredDescription
reviewsarray-NoArray of reviews to generate responses for
businessNamestring-NoYour business name for personalized responses
ownerNamestring-NoName to sign off responses with (optional)
brandVoicestring"professional"NoTone and style for responses
responseLengthstring"medium"NoPreferred length of generated responses
includeCallToActionbooleantrueNoAdd a call-to-action for positive reviews (e.g., 'refer a friend')
customInstructionsstring-NoAdditional instructions for the AI (e.g., 'mention our new loyalty program')
variationsPerReviewinteger1NoNumber of response variations to generate per review (1-3)
openaiApiKeystring-Yes*Your OpenAI API key for GPT-4 responses
responseLanguagestring""NoForce responses in a specific language (leave empty to match review language)
autoDetectLanguagebooleantrueNoAutomatically detect review language and respond in the same language
useTemplatesbooleanfalseNoUse built-in response templates as a starting point (can be customized with AI)
customTemplatesarray-NoAdd your own response templates (optional)
autoPostToGBPbooleanfalseNoAutomatically post the first suggested response to GBP (requires OAuth token)
gbpAccessTokenstring-Yes*OAuth access token for Google Business Profile API
gbpAccountIdstring-NoYour GBP account ID (e.g., accounts/123456789)
gbpLocationIdstring-NoYour GBP location ID (e.g., locations/987654321)
demoModebooleanfalseNoRun in demo mode without real credentials. Returns mock success response for testing.
webhookUrlstring-NoOptional webhook URL to receive results when response generation completes

*Required when Demo Mode is off.


Pricing

This actor uses pay-per-event billing:

EventDescriptionPrice
Response GeneratedEach AI-powered review response generated$0.05

Demo mode is free -- no charges for sample data.


Troubleshooting

"API key is required"

You have Demo Mode turned off but didn't provide an API key. Either:

  • Turn Demo Mode on to test with sample data
  • Add your API key in the input

"API error 403" or "Unauthorized"

Your API key is invalid, expired, or doesn't have access to this specific API endpoint. Double-check your key and account permissions.

"API error 429" or "Rate limit"

Too many requests. Wait a minute and try again, or reduce the number of items per run.

No results or empty dataset

Check the run log for error messages. Common causes:

  • Invalid input format (check the examples above)
  • API key without proper permissions
  • The target data doesn't exist or is too small to track

How do I test without an API key?

Enable Demo Mode in the input. This returns realistic sample data so you can verify the output format works for your workflow.


Built by John Rippy | Actor Arsenal