You can access the Auto Repair Review Signals 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 = { "places": [{
9            "shopId": "demo-shop-1",
10            "shopName": "Demo Auto Service",
11            "website": "https://demo-auto-service.example",
12            "reviews": [
13                {
14                    "text": "They never called with an update and I had to chase them for three days.",
15                    "rating": 2,
16                    "publishedAt": "2026-07-20",
17                },
18                {
19                    "text": "The estimate changed without asking me first.",
20                    "rating": 2,
21                    "publishedAt": "2026-07-02",
22                },
23                {
24                    "text": "Waited a week for parts and nobody communicated.",
25                    "rating": 3,
26                    "publishedAt": "2026-06-18",
27                },
28                {
29                    "text": "Honest shop and great communication.",
30                    "rating": 5,
31                    "publishedAt": "2026-03-10",
32                },
33                {
34                    "text": "Fair price and they explained everything up front.",
35                    "rating": 5,
36                    "publishedAt": "2026-02-14",
37                },
38                {
39                    "text": "Fixed right the first time, same day.",
40                    "rating": 5,
41                    "publishedAt": "2025-12-05",
42                },
43            ],
44        }] }
45
46# Run the Actor and wait for it to finish
47run = client.actor("repairiq/auto-repair-review-signals").call(run_input=run_input)
48
49# Fetch and print Actor results from the run's dataset (if there are any)
50print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
51for item in client.dataset(run.default_dataset_id).iterate_items():
52    print(item)
53
54# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Auto Repair Review Signals API in Python

The Apify API client for Python is the official library that allows you to use Auto Repair Review Signals API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Auto Repair Review Signals API in JavaScript

Auto Repair Review Signals API through CLI

Auto Repair Review Signals OpenAPI definition

Auto Repair Review Signals API

Auto Repair Hiring Signals

repairiq/auto-repair-hiring-signals

Detect repair-shop hiring and capacity-pressure signals with role-specific evidence.

Ryan Carter

US Auto Repair Directory — Car Repair Shops Scraper

straightforward_hydra/us-auto-repair-directory

Extract auto repair shops in any US state: name, address, phone, website, hours & GPS. Clean B2B lead list from OpenStreetMap. No key.

Dev D

Repair Bench v2

zentrafoundry/actor-repair-bench-v2

Review an Actor repair query and return the affected entity and detected signal type with source references.

Zentra

Function Call JSON Repair

junipr/function-call-json-repair

Repair malformed JSON function-call arguments and tool outputs using safe deterministic fixes, validate against schemas, and emit repair diagnostics with before/after records.

junipr

Auto Repair Acquisition Scorer

repairiq/auto-repair-acquisition-scorer

Rank independent repair shops for acquisition research using transparent component scores and red flags.

Ryan Carter

US Auto Dealer & Repair Shop Leads API

nexgendata/us-auto-dealer-repair-leads

US auto dealer & repair-shop leads — business name, address, phone and type. Optional one-run delivery to your own Notion or Supabase. For automotive suppliers, SaaS and B2B sales targeting dealers and shops.

NexGenData

Auto Repair Shop Leads — Phones, Sites & Ratings

scrapersdelight/repairpal-scraper

Scrape RepairPal auto repair shop leads by US city — name, phone, website, address, rating, review count, warranty, hours & certification. Clean CSV/JSON for automotive marketing, parts, SaaS & franchise prospecting. No login.

Scrapers Delight

iFixit Repair Guide Scraper - DIY Repairs

lulzasaur/ifixit-scraper

Scrape iFixit repair guides and teardowns. Search by device or repair type. Extract step-by-step instructions, tools, parts, difficulty ratings, and images.

lulz bot

Zentra Actor Repair Bench

zentrafoundry/zentra-autonomous-actor-repair-bench

Turn failing Actor runs into evidence-backed repair plans and optional issue artifacts.

Zentra

Mechanic Scraper - Google Maps Auto Repair & Mechanics

gio21/mechanic-scraper

Scrape auto repair shops and mechanics from Google Maps. Get name, address, phone, website, rating, services (oil change, brakes, transmission, body work).