Star-Rating Adaptive Persona
Generates warm gratitude for 5-star praise and empathetic problem-solving for 1-star complaints.
Loading RsFlowHub...
Sub-200ms automated review response generation API with brand tone control, resolution instructions, and support channel directing.
https://www.rsflowhub.com/api/v1/ai/review-reply
Automated Google & Amazon Review Reply Generator API is a production-ready cloud REST API endpoint hosted on RSFlowHub designed for developers building high-throughput web, mobile, and AI agent applications. It accepts structured JSON payloads via POST /api/v1/ai/review-reply, executes sub-180ms inference across global edge regions, and returns deterministic, type-safe JSON envelopes without unpredictable hallucination.
X-API-Key Header
curl -X POST "https://www.rsflowhub.com/api/v1/ai/review-reply" \
-H "Content-Type: application/json" \
-H "X-API-Key: rsh_live_your_api_key_here" \
-d '{"review":"I bought this product yesterday and it broke within 2 hours. Extremely disappointed.","rating":1,"business_name":"TechGadgets Inc.","customer_name":"Sarah Connor","tone":"empathetic","instructions":"Tell them support will reach out within 2 hours to ship a free replacement."}'
<?php
$client = new \GuzzleHttp\Client();
$response = $client->post('https://www.rsflowhub.com/api/v1/ai/review-reply', [
'headers' => [
'Content-Type' => 'application/json',
'X-API-Key' => 'rsh_live_your_api_key_here',
],
'json' => array (
'review' => 'I bought this product yesterday and it broke within 2 hours. Extremely disappointed.',
'rating' => 1,
'business_name' => 'TechGadgets Inc.',
'customer_name' => 'Sarah Connor',
'tone' => 'empathetic',
'instructions' => 'Tell them support will reach out within 2 hours to ship a free replacement.',
),
]);
echo $response->getBody();
const response = await fetch('https://www.rsflowhub.com/api/v1/ai/review-reply', {
method: 'POST',
headers: {
'Content-Type': 'application/json',
'X-API-Key': 'rsh_live_your_api_key_here'
},
body: JSON.stringify({"review":"I bought this product yesterday and it broke within 2 hours. Extremely disappointed.","rating":1,"business_name":"TechGadgets Inc.","customer_name":"Sarah Connor","tone":"empathetic","instructions":"Tell them support will reach out within 2 hours to ship a free replacement."})
});
const data = await response.json();
console.log(data);
import requests
url = "https://www.rsflowhub.com/api/v1/ai/review-reply"
headers = {
"Content-Type": "application/json",
"X-API-Key": "rsh_live_your_api_key_here"
}
payload = {"review":"I bought this product yesterday and it broke within 2 hours. Extremely disappointed.","rating":1,"business_name":"TechGadgets Inc.","customer_name":"Sarah Connor","tone":"empathetic","instructions":"Tell them support will reach out within 2 hours to ship a free replacement."}
response = requests.post(url, json=payload, headers=headers)
print(response.json())
Generates warm gratitude for 5-star praise and empathetic problem-solving for 1-star complaints.
Grounds responses in specific store refund policies, support emails, or replacement claim links.
Formats official brand names, reviewer greetings, customer representative names, and management sign-offs.
Generates culturally natural responses in 50+ languages optimized for Google Maps local business SEO.
See how developers integrate this API endpoint into production apps.
Auto-generate public management responses for Google Business local reviews to boost local SEO visibility.
Respond to negative buyer reviews on Amazon with polite customer service contact details to resolve complaints.
Engage with software reviewers on G2, Capterra, and Trustpilot to show active customer support.
Comparing RSFlowHub's specialized API gateway vs raw multi-turn LLM prompts vs legacy regex rules.
| Evaluation Metric | RSFlowHub API | Raw LLM Prompts | Legacy Regex / Rules |
|---|---|---|---|
| Response Structure | Strict typed JSON envelope | Unstructured markdown or chat format | Brittle custom regex tuples |
| Latency Performance | 120ms - 220ms edge cached | 1,500ms - 4,000ms streaming | 50ms (Zero semantic capability) |
| Pricing Model | Flat 2 credit/request | Volatile token-based billing | High server maintenance overhead |
| Multi-Turn Hallucination | Zero (Deterministic validators) | Frequent schema drift & hallucinations | No semantic AI intelligence |
| Developer Integration | 3 lines cURL, PHP, JS, Python | Complex prompt engineering & retry loop | Fragile manual rule maintenance |
review
string
Original review text payload to generate a response for.
rating
integer
Star rating value (1 to 5).
business_name
string
Company, store, or brand name.
customer_name
string
Customer or reviewer name.
tone
string
Desired communication tone ("empathetic", "professional", "friendly", "grateful").
language
string
Response language code (e.g. "en", "es", "de").
instructions
string
Specific resolution instructions (e.g. "Tell them support will reach out to ship a free replacement").
All API endpoints return uniform JSON envelopes with status code, execution metadata, and data payload.
{
"status": "success",
"code": 200,
"message": "Processed successfully",
"data": {
"result": "Sample output result"
},
"meta": {
"credits_deducted": 2,
"execution_time_ms": 142
}
}
Everything you need to know about integrating and using Automated Google & Amazon Review Reply Generator API.
Get started in minutes with free welcome credits and instant API key generation.
⚡ 24h Bug Fix SLA: If you face any issues, submit them & we fix them within 24 hours.
💡 Custom APIs: Need custom AI models or APIs? Tell us and we will build them for you.