🔍 Google Lens Scraper

Google Lens Scraper is a free and open-source scraper that gets you unlimited Google Lens data for free.

✨ What Can I Get?

• 🔍 Identify anything in a photo — Knowledge Graph entity, 50+ visual matches, web results & videos in one call
• 🛍️ Shop any photo — 40+ offers with price, store, stock status & ratings
• 🖼️ Reverse image search — up to 400 pages using your exact picture, with dates & image sizes
• 📝 Read & translate text in images — OCR with word positions, translation from 100+ languages

🎥 Example: A Full Google Lens Search

{
  "entities": [
    { "name": "Golden Gate Bridge", "knowledge_graph_id": "/m/035p3", "search_link": "https://www.google.com/search?hl=en&gl=US&q=Golden+Gate+Bridge&kgmid=%2Fm%2F035p3" }
  ],
  "visual_matches": [
    {
      "position": 7,
      "title": "Golden Gate Bridge, San Francisco - Book Tickets & Tours ...",
      "link": "https://www.getyourguide.com/golden-gate-bridge-l3624/",
      "source": "GetYourGuide",
      "rating": 4.6,
      "review_count": 41633,
      "image": { "link": "https://cdn.getyourguide.com/image/format=auto,fit=crop,gravity=auto,quality=60,width=400,height=265,dpr=2/tour_img/f3705c469448e6bcce5520fbcc1c31e8de323874dbc4e1e07aacc60a6a12cd0a.jpeg", "width": 530, "height": 800 }
    },
    {
      "position": 15,
      "title": "Marin Headlands Scenic Vistas - Golden Gate National ...",
      "link": "https://www.nps.gov/goga/planyourvisit/marin-headlands-scenic-vistas.htm?ref=trip101com",
      "source": "National Park Service",
      "image": { "link": "https://www.nps.gov/common/uploads/grid_builder/goga/crop1_1/C4984E35-9949-F226-AFA943A651030DA8.jpg?width=640&quality=80&mode=crop&format=webp", "width": 640, "height": 640 }
    }
  ],
  "web_results": [
    { "position": 7, "title": "Fog, Steel, Salt, Rust, and Paint - Exhibits Area 1", "link": "https://www.goldengate.org/exhibits/fog-steel-salt-rust-and-paint/", "source": "Golden Gate Bridge, Highway and Transportation District" }
  ],
  "detected_objects": [
    { "type": "salient_region", "bounding_box": { "x": 0.0, "y": 0.11713, "width": 0.92578, "height": 0.86969 } }
  ]
}

Trimmed for readability.

🚀 Unlimited Free Google Lens Data — Get It in 60 Seconds

1️⃣ Clone and install (the last command downloads Camoufox, the hardened Firefox that opens Google for you):

git clone https://github.com/omkarcloud/google-lens-scraper
cd google-lens-scraper
python -m pip install -r requirements.txt
python -m camoufox fetch

2️⃣ Start the API:

python run.py

3️⃣ Get your first data:

curl "http://localhost:8000/search?image=https://upload.wikimedia.org/wikipedia/commons/8/8d/Golden_Gate_Bridge%2C_North_view.jpg"

{
  "entities": [
    { "name": "Golden Gate Bridge", "knowledge_graph_id": "/m/035p3", "search_link": "https://www.google.com/search?hl=en&gl=US&q=Golden+Gate+Bridge&kgmid=%2Fm%2F035p3" },
    { "name": "Golden Gate", "knowledge_graph_id": "/m/011wgf", "search_link": "https://www.google.com/search?hl=en&gl=US&q=Golden+Gate&kgmid=%2Fm%2F011wgf" }
  ],
  "visual_matches": [
    {
      "position": 9,
      "title": "Golden Gate Bridge, San Francisco - Book Tickets & Tours ...",
      "link": "https://www.getyourguide.com/golden-gate-bridge-l3624/",
      "source": "GetYourGuide",
      "domain": "www.getyourguide.com",
      "rating": 4.6,
      "review_count": 41633,
      "thumbnail": "https://encrypted-tbn3.gstatic.com/images?q=tbn:ANd9GcS4dGiKo1hGtRHZhTRzLdcMJ_PhnfaFRec6VZWfYiWv9zHrChky"
    }
  ],
  "image": { "link": "https://upload.wikimedia.org/wikipedia/commons/8/8d/Golden_Gate_Bridge%2C_North_view.jpg", "width": 5272, "height": 3515, "format": "jpeg", "size_bytes": 8128165 }
}

All 7 endpoints are now live at http://localhost:8000.

The first search can take a minute while a browser opens Google and clears its checks; after that, each call takes a few seconds. Image to Text and Translate need no browser and answer in a second or two.

Got the picture on disk instead of a link? POST it — every endpoint takes the file as the form field image:

curl -F "image=@photo.jpg" "http://localhost:8000/products"

🔓 Google Showing a Captcha?

Google often answers a fresh browser with an "unusual traffic" captcha. The scraper first tries on its own — no key, no cost — and when Google insists, it tells you so. Then:

1. Get a CapSolver API key (one captcha is solved per ~30 calls).
2. Start the API with it:

   CAPSOLVER_API_KEY=CAP-... python run.py

For heavy use, add a sticky residential proxy too — Google pauses one IP after a few dozen Lens searches:

GOOGLE_LENS_PROXY="http://user-session-{session}:pass@host:port" CAPSOLVER_API_KEY=CAP-... python run.py

{session} gets a fresh id for every browser session. See config.py for every option.

Image to Text and Translate need none of this — they are plain HTTP and work straight away.

📚 Endpoints

7 endpoints cover everything you need.

Endpoint	Path	Returns
Search by Image	/search	What it is, visual matches, web results, videos & objects
Products	/products	Offers with price, store, stock status and ratings
Exact Matches	/exact-matches	Every page using your exact picture, with dates
Visual Matches	/visual-matches	100+ similar images with page links and prices
AI Overview	/ai-overview	Google's AI answer about the picture, with sources
Image to Text (OCR)	/text	Full text with paragraphs, lines and word positions
Translate Image	/translate	The picture's text translated, paragraph by paragraph

🔍 Exploring Parameters

The same API is published on RapidAPI, and its playground is the easiest place to try parameters and see raw responses. Once a request looks right, run it locally for unlimited free data.

1. Subscribe to the free plan — 200 calls/month, no credit card.
2. Try the endpoints in the playground — every param is pre-filled, so you see real data in one click.
3. Copy the generated code and replace https://best-google-lens-scraper-free-200-calls.p.rapidapi.com with http://localhost:8000. It will now run against your local API.

import requests

# generated by the playground, host swapped for the local API
response = requests.get(
    "http://localhost:8000/products",
    params={"image": "https://upload.wikimedia.org/wikipedia/commons/2/2f/AirPods_Pro_%282nd_generation%29.jpg"},
)
print(response.json())

💬 Have Questions? We Have Answers.

You're a developer — we know how hard completing a project can be. So we offer full support: just message us and we'll reply ✅ with a solution within 1 working day.

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