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Google Reviews Analysis AI - complaints, praise & contacts

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First 25 businesses free. Google reviews analysis per business: recurring complaints, praise, owner reply rate, a reputation-risk score, verified contacts and an AI opener. Pay only for businesses that qualify.

Pricing

Pay per event

Rating

0.0

(0)

Developer

Rich Minds

Actor stats

Bookmarked

Total users

Monthly active users

a day ago

Last modified

Categories

Lead generation

Marketing

You can access the Google Reviews Analysis AI - complaints, praise & contacts programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "sourceMode": "list",
10    "discoveryInput": { "startUrls": [{ "url": "https://www.google.com/maps/place/?q=place_id:ChIJN1t_tDeuEmsRUsoyG83frY4" }] },
11    "maxDiscoveryChargeUsd": 0.5,
12    "itemsList": [
13        {
14            "placeId": "ChIJ-bright-smile",
15            "title": "Bright Smile Dental",
16            "url": "https://www.google.com/maps/place/?q=place_id:ChIJ-bright-smile",
17            "totalScore": 4.1,
18            "reviewsCount": 87,
19            "categoryName": "Dentist",
20            "address": "12 Main St, Austin, TX",
21            "city": "Austin",
22            "countryCode": "US",
23            "stars": 2,
24            "text": "Waited 45 minutes past my appointment time and nobody apologised. Front desk never picks up the phone.",
25            "publishedAtDate": "2026-09-01",
26            "responseFromOwnerText": None,
27            "name": "REDACTED",
28        },
29        {
30            "placeId": "ChIJ-bright-smile",
31            "title": "Bright Smile Dental",
32            "url": "https://www.google.com/maps/place/?q=place_id:ChIJ-bright-smile",
33            "totalScore": 4.1,
34            "reviewsCount": 87,
35            "categoryName": "Dentist",
36            "address": "12 Main St, Austin, TX",
37            "city": "Austin",
38            "countryCode": "US",
39            "stars": 1,
40            "text": "Called four times to reschedule, no answer, no callback. Went elsewhere.",
41            "publishedAtDate": "2026-08-20",
42            "responseFromOwnerText": None,
43            "name": "REDACTED",
44        },
45        {
46            "placeId": "ChIJ-bright-smile",
47            "title": "Bright Smile Dental",
48            "url": "https://www.google.com/maps/place/?q=place_id:ChIJ-bright-smile",
49            "totalScore": 4.1,
50            "reviewsCount": 87,
51            "categoryName": "Dentist",
52            "address": "12 Main St, Austin, TX",
53            "city": "Austin",
54            "countryCode": "US",
55            "stars": 5,
56            "text": "Dr. Patel is wonderful with kids, very gentle.",
57            "publishedAtDate": "2026-08-15",
58            "responseFromOwnerText": "Thank you!",
59            "name": "REDACTED",
60        },
61        {
62            "placeId": "ChIJ-bright-smile",
63            "title": "Bright Smile Dental",
64            "url": "https://www.google.com/maps/place/?q=place_id:ChIJ-bright-smile",
65            "totalScore": 4.1,
66            "reviewsCount": 87,
67            "categoryName": "Dentist",
68            "address": "12 Main St, Austin, TX",
69            "city": "Austin",
70            "countryCode": "US",
71            "stars": 3,
72            "text": "Good dentist but the booking is chaos - double booked twice this year.",
73            "publishedAtDate": "2026-08-02",
74            "responseFromOwnerText": None,
75            "name": "REDACTED",
76        },
77        {
78            "placeId": "ChIJ-bright-smile",
79            "title": "Bright Smile Dental",
80            "url": "https://www.google.com/maps/place/?q=place_id:ChIJ-bright-smile",
81            "totalScore": 4.1,
82            "reviewsCount": 87,
83            "categoryName": "Dentist",
84            "address": "12 Main St, Austin, TX",
85            "city": "Austin",
86            "countryCode": "US",
87            "stars": 4,
88            "text": "Clean clinic, friendly hygienist.",
89            "publishedAtDate": "2026-07-25",
90            "responseFromOwnerText": None,
91            "name": "REDACTED",
92        },
93        {
94            "placeId": "ChIJ-bright-smile",
95            "title": "Bright Smile Dental",
96            "url": "https://www.google.com/maps/place/?q=place_id:ChIJ-bright-smile",
97            "totalScore": 4.1,
98            "reviewsCount": 87,
99            "categoryName": "Dentist",
100            "address": "12 Main St, Austin, TX",
101            "city": "Austin",
102            "countryCode": "US",
103            "stars": 2,
104            "text": "Overcharged compared to the quote and impossible to reach anyone about it.",
105            "publishedAtDate": "2026-07-10",
106            "responseFromOwnerText": "We are sorry, please call us.",
107            "name": "REDACTED",
108        },
109        {
110            "title": "Python Software Foundation",
111            "website": "https://www.python.org",
112            "phone": None,
113            "totalScore": 4.8,
114            "reviewsCount": 120,
115            "categoryName": "Non-profit",
116            "city": "Wilmington",
117            "countryCode": "US",
118            "placeId": "ChIJ-psf",
119            "reviews": [
120                {
121                    "stars": 5,
122                    "text": "Great community and documentation.",
123                },
124                {
125                    "stars": 4,
126                    "text": "Conference was well organised.",
127                },
128                {
129                    "stars": 5,
130                    "text": "Helpful mailing lists.",
131                },
132            ],
133        },
134        {
135            "title": "Corner Café",
136            "website": "https://www.mozilla.org",
137            "totalScore": 3.6,
138            "reviewsCount": 214,
139            "categoryName": "Cafe",
140            "city": "San Francisco",
141            "countryCode": "US",
142            "placeId": "ChIJ-corner",
143            "reviews": [
144                {
145                    "stars": 1,
146                    "text": "Cold coffee, rude staff, 20 minute wait for a latte.",
147                    "publishedAtDate": "2026-09-10",
148                },
149                {
150                    "stars": 2,
151                    "text": "Waited ages, order was wrong, nobody cared.",
152                    "publishedAtDate": "2026-09-05",
153                },
154                {
155                    "stars": 2,
156                    "text": "Slow service again. The pastries are nice though.",
157                    "publishedAtDate": "2026-08-28",
158                },
159                {
160                    "stars": 5,
161                    "text": "Lovely pastries and a sunny terrace.",
162                    "publishedAtDate": "2026-08-01",
163                },
164                {
165                    "stars": 3,
166                    "text": "Decent food, chaotic service at lunchtime.",
167                    "publishedAtDate": "2026-07-20",
168                },
169            ],
170        },
171    ],
172    "proxyConfiguration": { "useApifyProxy": True },
173}
174
175# Run the Actor and wait for it to finish
176run = client.actor("rich_minds/google-reviews-insights").call(run_input=run_input)
177
178# Fetch and print Actor results from the run's dataset (if there are any)
179print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
180for item in client.dataset(run.default_dataset_id).iterate_items():
181    print(item)
182
183# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Google Reviews Analysis - AI Reputation Report per Business API in Python

The Apify API client for Python is the official library that allows you to use Google Reviews Analysis AI - complaints, praise & contacts API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Google Reviews Analysis AI - complaints, praise & contacts API in JavaScript

Google Reviews Analysis AI - complaints, praise & contacts API through CLI

Google Reviews Analysis AI - complaints, praise & contacts OpenAPI definition

Google Reviews Analysis AI - complaints, praise & contacts API

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