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Google Search Scraper

Search EngineLead Generation
97
Extract titles, snippets, URLs and more from Google SERPs automatically. Save hours of manual checking and export clean data to Excel/CSV/JSON in seconds.
Extract titles, snippets, URLs and more from Google SERPs automatically. Save hours of manual checking and export clean data to Excel/CSV/JSON in seconds.
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Access Level
Run Mode
$0.6/1000 lines
Cost of Usage
2025/12/04
Last updated
Try it!

Description

Data Preview

Why Use This Google Search Results (SERP) Scraper?

🚀 Fast & Scalable
Automatically scrape multiple pages of Google search results - no manual scrolling or clicking "Next".

📊 Rich SERP Data Extraction
Capture titles, URLs, meta descriptions, rankings, related searches, ads (if applicable), and more.

🔍 Keyword-Based Search for Any Industry
Enter your keywords (e.g., "CRM tools", "best running shoes 2025") and instantly collect organized search result data.

💼 Ideal for SEO, Marketing & Research Teams
Perfect for SERP tracking, competitor monitoring, trend analysis, content research, and market intelligence.


🔍 Explore Our Fastest Google Scraper Options

Google Search Scraper (Free)
Google Search Scraper (by time range)
Google SERP scraper (Top 5 results)


Data Preview

input_params
Title
Descriptipn
Detail_URL
Source_URL
Displayed_URL
Current_Page
Has_Next_Page
Position
Site_Link_Title1
Site_Link_URL1
Site_Link_Title2
Site_Link_URL2
Site_Link_Title3
Site_Link_URL3
Site_Link_Title4
Site_Link_URL4
Average_Rating
Rating_Count
HTML
{'All_these_words': 'AI',
 'None_of_these_words': 'gpt', 'Results_per_page': '15', 'Pagination_times':
 '6'}
What Is Artificial Intelligence (AI)? | Google Cloud
Artificial intelligence is a technology that allows you to generate,
 classify, and perform tasks like image analysis and speech recognition.
https://cloud.google.com/learn/what-is-artificial-intelligence
https://www.google.com/search?q=AI%20-gpt&lr=&cr=&as_qdr=all&as_sitesearch=&as_occt=any&as_filetype=&tbs=&start=0&num=15
https://cloud.google.com
1
True
1
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 class="BnJWBc"><a class="lXLRf"
 href="/?num=15&lr=&sca_esv=87b41ab4477c98ab&as_qdr=all&output=search&ie=UTF-8&sa=X&ved=0ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QPAgC"><img
 class="kgJEQe"
 src="/images/branding/searchlogo/1x/googlelogo_desk_heirloom_color_150x55dp.gif"
 alt="Google"/></a></div><div
 class="FbhRzb"><form action="/search"><input
 name="num" value="15"
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 class="cvifge"><tr><td
 class="O4cRJf"><input class="MhzMZd" value="AI
 -gpt" name="q" type="text"/></td><td class="O1ePr"><input
 class="xB0fq" value="Search"
 type="submit"/></td></tr></table></form></div><div
 class="M7pB2"><table class="euZec"><tbody><tr><td
 class="EY24We"><span
 class="QIqI7">ALL</span></td><td><a
 class="CsQyDc"
 href="/search?q=AI+-gpt&num=15&lr=&sca_esv=87b41ab4477c98ab&ie=UTF-8&tbm=nws&source=lnms&sa=X&ved=0ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0Q_AUIBSgB">NEWS</a></td><td><a
 class="CsQyDc"
 href="/search?q=AI+-gpt&num=15&lr=&sca_esv=87b41ab4477c98ab&ie=UTF-8&tbm=isch&source=lnms&sa=X&ved=0ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0Q_AUIBigC">IMAGES</a></td><td><a
 class="CsQyDc" href="/search?q=AI+-gpt&num=15&lr=&sca_esv=87b41ab4477c98ab&ie=UTF-8&tbm=vid&source=lnms&sa=X&ved=0ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0Q_AUIBygD">VIDEOS</a></td></tr></tbody></table></div></div><div><div>
 <div> <div class="ezO2md"><div><div><a
 class="fuLhoc ZWRArf"
 href="/url?q=https://cloud.google.com/learn/what-is-artificial-intelligence&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAMQAg&usg=AOvVaw01hxcAE6oFBKtCaKPMXTA2"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">What Is Artificial
 Intelligence (AI)? | Google Cloud</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">cloud.google.com › learn ›
 what-is-artificial-intelligence</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Artificial intelligence is a
 technology that allows you to generate, classify, and perform tasks like
 image analysis and speech recognition.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf" href="/url?q=https://ainowinstitute.org/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECBAQAg&usg=AOvVaw0nZbUeDPsShIt0cAwkAulL"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI Now Institute:
 Home</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">ainowinstitute.org</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Our latest annual report maps the
 current state of play with the AI market, interrogates the industry's key
 sources of power, and provides an actionable ...</span>  </span>        <span class="qXLe6d
 FrIlee">  <a
 class="M3vVJe" href="/url?q=https://ainowinstitute.org/about&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0Q0gJ6BAgQEAU&usg=AOvVaw1_RmSE97cr1-qkn5uEaada">About
 Us</a>  <span
 class="fYyStc"> · </span>  <a class="M3vVJe"
 href="/url?q=https://ainowinstitute.org/publications/ai-generated-business&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0Q0gJ6BAgQEAY&usg=AOvVaw3kJKUp9eUt4k-hcof7leNR">AI
 Generated Business</a>  <span
 class="fYyStc"> · </span>  <a class="M3vVJe"
 href="/url?q=https://ainowinstitute.org/publications/research/redirecting-europes-ai-industrial-policy&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0Q0gJ6BAgQEAc&usg=AOvVaw3yYA_LkwprPl44g-uAATNj">Redirecting
 Europe’s AI...</a>  <span class="fYyStc"> · </span>  <a class="M3vVJe"
 href="/url?q=https://ainowinstitute.org/series/ai-now-symposia&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0Q0gJ6BAgQEAg&usg=AOvVaw2Xpi7ta3xa5KgadcbV5ObV">AI
 Now Symposia</a>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://partnershiponai.org/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAsQAg&usg=AOvVaw0zeUxdol2tKzlu-xq8vK7t"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Partnership on AI - Home -
 Partnership on AI</span>  <span class="qXLe6d dXDvrc">  <span
 class="fYyStc">partnershiponai.org</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">A framework for model providers
 to responsibly develop and deploy a range of AI models, promote safety for
 society, and adapt to evolving capabilities and uses.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf" href="/url?q=https://www.sas.com/en_us/insights/analytics/what-is-artificial-intelligence.html&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECA0QAg&usg=AOvVaw3aSFU10o_iOhLd4woMuc9V"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Artificial Intelligence
 – What is AI & Why It Matters - SAS</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">www.sas.com › SAS Insights ›
 Analytics Insights</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td class="udTCfd"><div>   <div>       <span class="qXLe6d
 FrIlee">  <span
 class="fYyStc">Artificial intelligence (AI) makes it possible
 for machines to learn from experience, adjust to new inputs and perform
 human-like tasks.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://news.mit.edu/2025/themis-ai-teaches-ai-models-what-they-dont-know-0603&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECA8QAg&usg=AOvVaw3ASsncBkiCcI7RxzG4eafo"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Teaching AI models what they
 don't know | MIT News</span>  <span class="qXLe6d dXDvrc">  <span class="fYyStc">news.mit.edu
 ›
 themis-ai-teaches-ai-models-what-they-dont-know-0603</span>  </span> </a></div><div
 class="Dks9wf"><table class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc YVIcad">3 days
 ago</span>  <span
 class="fYyStc YVIcad"> · </span>  <span
 class="fYyStc">Artificial intelligence systems like ChatGPT
 provide plausible-sounding answers to any question you might ask. But they
 don't always reveal ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://www.elementsofai.com/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAoQAg&usg=AOvVaw3BuiWSSMg_ZgO58wMkZSnJ"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">A free online introduction
 to artificial intelligence for non-experts</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">www.elementsofai.com</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">An Introduction to AI is a free
 online course for everyone interested in learning what AI is, what is
 possible (and not possible) with AI, and how it
 affects ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf" href="/url?q=https://ai.google/principles/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAwQAg&usg=AOvVaw3vNuBLWb2k4lwhdzlQK9D3"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI Principles - Google
 AI</span>  <span
 class="qXLe6d dXDvrc">  <span class="fYyStc">ai.google ›
 principles</span>  </span>
 </a></div><div class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">A guiding framework for our
 responsible development and use of AI, alongside transparency and
 accountability in our AI development process.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://blog.google/products/search/google-search-ai-mode-update/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECA4QAg&usg=AOvVaw1wHewh8QylZ0c17j-IPiLU"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI in Search: Going beyond
 information to intelligence - Google Blog</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">blog.google › products ›
 search › google-search-ai-mode-update</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc YVIcad">May 20,
 2025</span>  <span
 class="fYyStc YVIcad"> · </span>  <span class="fYyStc">AI
 Mode is our most powerful AI search, with more advanced reasoning and
 multimodality, and the ability to go deeper through follow-up
 questions ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://www.credo.ai/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAkQAg&usg=AOvVaw1VgyKyuXGerd-9s3WSySjg"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Credo AI - The Trusted
 Leader in AI Governance</span>  <span class="qXLe6d dXDvrc">  <span
 class="fYyStc">www.credo.ai</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Credo AI is an AI governance
 company that helps enterprises streamline AI adoption by implementing and
 automating AI oversight, AI risk management, and AI ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://oecd.ai/en/ai-principles&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAQQAg&usg=AOvVaw1SGtXstuxzhNIVShLY8aEO"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">OECD AI Principles
 overview</span>  <span
 class="qXLe6d dXDvrc">  <span class="fYyStc">oecd.ai ›
 ai-principles</span>  </span> </a></div><div
 class="Dks9wf"><table class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">The OECD AI Principles promote
 use of AI that is innovative and trustworthy and that respects human rights
 and democratic values. Adopted in May 2019, they set ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://library.educause.edu/topics/infrastructure-and-research-technologies/artificial-intelligence-ai&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAEQAg&usg=AOvVaw2d3cnBiIbcFwE4V2hiMzMZ"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Artificial Intelligence (AI)
 - EDUCAUSE Library</span>  <span class="qXLe6d dXDvrc">  <span
 class="fYyStc">library.educause.edu › topics
 › infrastructure-and-research-technologies ›
 a...</span>  </span>
 </a></div><div class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Artificial Intelligence or AI
 refers to the simulated human intelligence in machines or computers that are
 programmed to undertake tasks usually thought to ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://pair.withgoogle.com/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAcQAg&usg=AOvVaw3kirgKwpCgaEBbmzaJHklO"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">People + AI Research</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">pair.withgoogle.com</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">People + AI Research (PAIR) is a
 multidisciplinary team at Google that explores the human side of AI by doing
 fundamental research, building tools, creating ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
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 href="/url?q=https://library.educause.edu/topics/infrastructure-and-research-technologies/artificial-intelligence-ai&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAEQAg&usg=AOvVaw2d3cnBiIbcFwE4V2hiMzMZ"><span
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 </div> </div><div> <div> <div class="ezO2md"><div><div><a
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 href="/url?q=https://meng.uic.edu/news-stories/ai-artificial-intelligence-what-is-the-definition-of-ai-and-how-does-ai-work/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAgQAg&usg=AOvVaw23RHXWpoXFoIke8nrcpSeu"><span
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{'All_these_words': 'AI',
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Partnership on AI - Home - Partnership on AI
A framework for model providers to responsibly develop and deploy a range
 of AI models, promote safety for society, and adapt to evolving capabilities
 and uses.
https://partnershiponai.org/
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 <div> <div class="ezO2md"><div><div><a
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 href="/url?q=https://cloud.google.com/learn/what-is-artificial-intelligence&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAMQAg&usg=AOvVaw01hxcAE6oFBKtCaKPMXTA2"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">What Is Artificial
 Intelligence (AI)? | Google Cloud</span>  <span class="qXLe6d
 dXDvrc">  <span
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 class="qXLe6d FrIlee">  <span class="fYyStc">Artificial intelligence is a
 technology that allows you to generate, classify, and perform tasks like
 image analysis and speech recognition.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf" href="/url?q=https://ainowinstitute.org/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECBAQAg&usg=AOvVaw0nZbUeDPsShIt0cAwkAulL"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI Now Institute:
 Home</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">ainowinstitute.org</span>  </span> </a></div><div
 class="Dks9wf"><table
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 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Our latest annual report maps the
 current state of play with the AI market, interrogates the industry's key
 sources of power, and provides an actionable ...</span>  </span>        <span class="qXLe6d
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 class="M3vVJe" href="/url?q=https://ainowinstitute.org/about&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0Q0gJ6BAgQEAU&usg=AOvVaw1_RmSE97cr1-qkn5uEaada">About
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 Generated Business</a>  <span
 class="fYyStc"> · </span>  <a class="M3vVJe"
 href="/url?q=https://ainowinstitute.org/publications/research/redirecting-europes-ai-industrial-policy&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0Q0gJ6BAgQEAc&usg=AOvVaw3yYA_LkwprPl44g-uAATNj">Redirecting
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 ZWRArf"
 href="/url?q=https://partnershiponai.org/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAsQAg&usg=AOvVaw0zeUxdol2tKzlu-xq8vK7t"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Partnership on AI - Home -
 Partnership on AI</span>  <span class="qXLe6d dXDvrc">  <span
 class="fYyStc">partnershiponai.org</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">A framework for model providers
 to responsibly develop and deploy a range of AI models, promote safety for
 society, and adapt to evolving capabilities and uses.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf" href="/url?q=https://www.sas.com/en_us/insights/analytics/what-is-artificial-intelligence.html&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECA0QAg&usg=AOvVaw3aSFU10o_iOhLd4woMuc9V"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Artificial Intelligence
 – What is AI & Why It Matters - SAS</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">www.sas.com › SAS Insights ›
 Analytics Insights</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td class="udTCfd"><div>   <div>       <span class="qXLe6d
 FrIlee">  <span
 class="fYyStc">Artificial intelligence (AI) makes it possible
 for machines to learn from experience, adjust to new inputs and perform
 human-like tasks.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://news.mit.edu/2025/themis-ai-teaches-ai-models-what-they-dont-know-0603&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECA8QAg&usg=AOvVaw3ASsncBkiCcI7RxzG4eafo"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Teaching AI models what they
 don't know | MIT News</span>  <span class="qXLe6d dXDvrc">  <span class="fYyStc">news.mit.edu
 ›
 themis-ai-teaches-ai-models-what-they-dont-know-0603</span>  </span> </a></div><div
 class="Dks9wf"><table class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc YVIcad">3 days
 ago</span>  <span
 class="fYyStc YVIcad"> · </span>  <span
 class="fYyStc">Artificial intelligence systems like ChatGPT
 provide plausible-sounding answers to any question you might ask. But they
 don't always reveal ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://www.elementsofai.com/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAoQAg&usg=AOvVaw3BuiWSSMg_ZgO58wMkZSnJ"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">A free online introduction
 to artificial intelligence for non-experts</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">www.elementsofai.com</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">An Introduction to AI is a free
 online course for everyone interested in learning what AI is, what is
 possible (and not possible) with AI, and how it
 affects ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf" href="/url?q=https://ai.google/principles/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAwQAg&usg=AOvVaw3vNuBLWb2k4lwhdzlQK9D3"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI Principles - Google
 AI</span>  <span
 class="qXLe6d dXDvrc">  <span class="fYyStc">ai.google ›
 principles</span>  </span>
 </a></div><div class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">A guiding framework for our
 responsible development and use of AI, alongside transparency and
 accountability in our AI development process.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://blog.google/products/search/google-search-ai-mode-update/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECA4QAg&usg=AOvVaw1wHewh8QylZ0c17j-IPiLU"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI in Search: Going beyond
 information to intelligence - Google Blog</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">blog.google › products ›
 search › google-search-ai-mode-update</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc YVIcad">May 20,
 2025</span>  <span
 class="fYyStc YVIcad"> · </span>  <span class="fYyStc">AI
 Mode is our most powerful AI search, with more advanced reasoning and
 multimodality, and the ability to go deeper through follow-up
 questions ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://www.credo.ai/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAkQAg&usg=AOvVaw1VgyKyuXGerd-9s3WSySjg"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Credo AI - The Trusted
 Leader in AI Governance</span>  <span class="qXLe6d dXDvrc">  <span
 class="fYyStc">www.credo.ai</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Credo AI is an AI governance
 company that helps enterprises streamline AI adoption by implementing and
 automating AI oversight, AI risk management, and AI ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://oecd.ai/en/ai-principles&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAQQAg&usg=AOvVaw1SGtXstuxzhNIVShLY8aEO"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">OECD AI Principles
 overview</span>  <span
 class="qXLe6d dXDvrc">  <span class="fYyStc">oecd.ai ›
 ai-principles</span>  </span> </a></div><div
 class="Dks9wf"><table class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">The OECD AI Principles promote
 use of AI that is innovative and trustworthy and that respects human rights
 and democratic values. Adopted in May 2019, they set ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://library.educause.edu/topics/infrastructure-and-research-technologies/artificial-intelligence-ai&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAEQAg&usg=AOvVaw2d3cnBiIbcFwE4V2hiMzMZ"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Artificial Intelligence (AI)
 - EDUCAUSE Library</span>  <span class="qXLe6d dXDvrc">  <span
 class="fYyStc">library.educause.edu › topics
 › infrastructure-and-research-technologies ›
 a...</span>  </span>
 </a></div><div class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Artificial Intelligence or AI
 refers to the simulated human intelligence in machines or computers that are
 programmed to undertake tasks usually thought to ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://pair.withgoogle.com/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAcQAg&usg=AOvVaw3kirgKwpCgaEBbmzaJHklO"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">People + AI Research</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">pair.withgoogle.com</span>  </span> </a></div><div
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 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">People + AI Research (PAIR) is a
 multidisciplinary team at Google that explores the human side of AI by doing
 fundamental research, building tools, creating ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
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 class="CVA68e qXLe6d fuLhoc ZWRArf">AI @ Scale | AI Consulting
 and Strategy | BCG</span>  <span class="qXLe6d dXDvrc">  <span
 class="fYyStc">www.bcg.com › capabilities ›
 artificial-intelligence</span>  </span> </a></div><div
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 class="qXLe6d FrIlee">  <span class="fYyStc">Our AI strategy consulting team
 empowers clients to focus on key strategic opportunities and execute a
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Artificial Intelligence – What is AI & Why It Matters - SAS
Artificial intelligence (AI) makes it possible for machines to learn from
 experience, adjust to new inputs and perform human-like tasks.
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 href="/url?q=https://meng.uic.edu/news-stories/ai-artificial-intelligence-what-is-the-definition-of-ai-and-how-does-ai-work/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAgQAg&usg=AOvVaw23RHXWpoXFoIke8nrcpSeu"><span
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{'All_these_words': 'AI',
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Teaching AI models what they don't know | MIT News
3 days ago · Artificial intelligence systems like ChatGPT provide
 plausible-sounding answers to any question you might ask. But they don't
 always reveal ...
https://news.mit.edu/2025/themis-ai-teaches-ai-models-what-they-dont-know-0603
https://www.google.com/search?q=AI%20-gpt&lr=&cr=&as_qdr=all&as_sitesearch=&as_occt=any&as_filetype=&tbs=&start=0&num=15
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 href="/url?q=https://cloud.google.com/learn/what-is-artificial-intelligence&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAMQAg&usg=AOvVaw01hxcAE6oFBKtCaKPMXTA2"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">What Is Artificial
 Intelligence (AI)? | Google Cloud</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">cloud.google.com › learn ›
 what-is-artificial-intelligence</span>  </span> </a></div><div
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 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Artificial intelligence is a
 technology that allows you to generate, classify, and perform tasks like
 image analysis and speech recognition.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf" href="/url?q=https://ainowinstitute.org/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECBAQAg&usg=AOvVaw0nZbUeDPsShIt0cAwkAulL"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI Now Institute:
 Home</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">ainowinstitute.org</span>  </span> </a></div><div
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 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Our latest annual report maps the
 current state of play with the AI market, interrogates the industry's key
 sources of power, and provides an actionable ...</span>  </span>        <span class="qXLe6d
 FrIlee">  <a
 class="M3vVJe" href="/url?q=https://ainowinstitute.org/about&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0Q0gJ6BAgQEAU&usg=AOvVaw1_RmSE97cr1-qkn5uEaada">About
 Us</a>  <span
 class="fYyStc"> · </span>  <a class="M3vVJe"
 href="/url?q=https://ainowinstitute.org/publications/ai-generated-business&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0Q0gJ6BAgQEAY&usg=AOvVaw3kJKUp9eUt4k-hcof7leNR">AI
 Generated Business</a>  <span
 class="fYyStc"> · </span>  <a class="M3vVJe"
 href="/url?q=https://ainowinstitute.org/publications/research/redirecting-europes-ai-industrial-policy&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0Q0gJ6BAgQEAc&usg=AOvVaw3yYA_LkwprPl44g-uAATNj">Redirecting
 Europe’s AI...</a>  <span class="fYyStc"> · </span>  <a class="M3vVJe"
 href="/url?q=https://ainowinstitute.org/series/ai-now-symposia&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0Q0gJ6BAgQEAg&usg=AOvVaw2Xpi7ta3xa5KgadcbV5ObV">AI
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 href="/url?q=https://partnershiponai.org/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAsQAg&usg=AOvVaw0zeUxdol2tKzlu-xq8vK7t"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Partnership on AI - Home -
 Partnership on AI</span>  <span class="qXLe6d dXDvrc">  <span
 class="fYyStc">partnershiponai.org</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">A framework for model providers
 to responsibly develop and deploy a range of AI models, promote safety for
 society, and adapt to evolving capabilities and uses.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf" href="/url?q=https://www.sas.com/en_us/insights/analytics/what-is-artificial-intelligence.html&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECA0QAg&usg=AOvVaw3aSFU10o_iOhLd4woMuc9V"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Artificial Intelligence
 – What is AI & Why It Matters - SAS</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">www.sas.com › SAS Insights ›
 Analytics Insights</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td class="udTCfd"><div>   <div>       <span class="qXLe6d
 FrIlee">  <span
 class="fYyStc">Artificial intelligence (AI) makes it possible
 for machines to learn from experience, adjust to new inputs and perform
 human-like tasks.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://news.mit.edu/2025/themis-ai-teaches-ai-models-what-they-dont-know-0603&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECA8QAg&usg=AOvVaw3ASsncBkiCcI7RxzG4eafo"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Teaching AI models what they
 don't know | MIT News</span>  <span class="qXLe6d dXDvrc">  <span class="fYyStc">news.mit.edu
 ›
 themis-ai-teaches-ai-models-what-they-dont-know-0603</span>  </span> </a></div><div
 class="Dks9wf"><table class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc YVIcad">3 days
 ago</span>  <span
 class="fYyStc YVIcad"> · </span>  <span
 class="fYyStc">Artificial intelligence systems like ChatGPT
 provide plausible-sounding answers to any question you might ask. But they
 don't always reveal ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://www.elementsofai.com/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAoQAg&usg=AOvVaw3BuiWSSMg_ZgO58wMkZSnJ"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">A free online introduction
 to artificial intelligence for non-experts</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">www.elementsofai.com</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">An Introduction to AI is a free
 online course for everyone interested in learning what AI is, what is
 possible (and not possible) with AI, and how it
 affects ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf" href="/url?q=https://ai.google/principles/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAwQAg&usg=AOvVaw3vNuBLWb2k4lwhdzlQK9D3"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI Principles - Google
 AI</span>  <span
 class="qXLe6d dXDvrc">  <span class="fYyStc">ai.google ›
 principles</span>  </span>
 </a></div><div class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">A guiding framework for our
 responsible development and use of AI, alongside transparency and
 accountability in our AI development process.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://blog.google/products/search/google-search-ai-mode-update/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECA4QAg&usg=AOvVaw1wHewh8QylZ0c17j-IPiLU"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI in Search: Going beyond
 information to intelligence - Google Blog</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">blog.google › products ›
 search › google-search-ai-mode-update</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc YVIcad">May 20,
 2025</span>  <span
 class="fYyStc YVIcad"> · </span>  <span class="fYyStc">AI
 Mode is our most powerful AI search, with more advanced reasoning and
 multimodality, and the ability to go deeper through follow-up
 questions ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://www.credo.ai/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAkQAg&usg=AOvVaw1VgyKyuXGerd-9s3WSySjg"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Credo AI - The Trusted
 Leader in AI Governance</span>  <span class="qXLe6d dXDvrc">  <span
 class="fYyStc">www.credo.ai</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Credo AI is an AI governance
 company that helps enterprises streamline AI adoption by implementing and
 automating AI oversight, AI risk management, and AI ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://oecd.ai/en/ai-principles&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAQQAg&usg=AOvVaw1SGtXstuxzhNIVShLY8aEO"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">OECD AI Principles
 overview</span>  <span
 class="qXLe6d dXDvrc">  <span class="fYyStc">oecd.ai ›
 ai-principles</span>  </span> </a></div><div
 class="Dks9wf"><table class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">The OECD AI Principles promote
 use of AI that is innovative and trustworthy and that respects human rights
 and democratic values. Adopted in May 2019, they set ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://library.educause.edu/topics/infrastructure-and-research-technologies/artificial-intelligence-ai&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAEQAg&usg=AOvVaw2d3cnBiIbcFwE4V2hiMzMZ"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Artificial Intelligence (AI)
 - EDUCAUSE Library</span>  <span class="qXLe6d dXDvrc">  <span
 class="fYyStc">library.educause.edu › topics
 › infrastructure-and-research-technologies ›
 a...</span>  </span>
 </a></div><div class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Artificial Intelligence or AI
 refers to the simulated human intelligence in machines or computers that are
 programmed to undertake tasks usually thought to ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://pair.withgoogle.com/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAcQAg&usg=AOvVaw3kirgKwpCgaEBbmzaJHklO"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">People + AI Research</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">pair.withgoogle.com</span>  </span> </a></div><div
 class="Dks9wf"><table
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 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">People + AI Research (PAIR) is a
 multidisciplinary team at Google that explores the human side of AI by doing
 fundamental research, building tools, creating ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://www.bcg.com/capabilities/artificial-intelligence&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAIQAg&usg=AOvVaw351_2_4DjSklrOj1eT5Y68"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI @ Scale | AI Consulting
 and Strategy | BCG</span>  <span class="qXLe6d dXDvrc">  <span
 class="fYyStc">www.bcg.com › capabilities ›
 artificial-intelligence</span>  </span> </a></div><div
 class="Dks9wf"><table
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 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Our AI strategy consulting team
 empowers clients to focus on key strategic opportunities and execute a
 comprehensive AI business transformation.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf" href="/url?q=https://aifund.ai/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAYQAg&usg=AOvVaw2OhoV0QWeG2Fv4ob6PNRSu"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI Fund:
 Home</span>  <span
 class="qXLe6d dXDvrc">  <span class="fYyStc">aifund.ai</span>  </span> </a></div><div
 class="Dks9wf"><table class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">AI Fund is a venture studio. We
 collaborate with entrepreneurs, venture funds, and corporate partners to
 create great companies that move humanity forward.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div class="ezO2md"><div><div><a
 class="fuLhoc ZWRArf"
 href="/url?q=https://meng.uic.edu/news-stories/ai-artificial-intelligence-what-is-the-definition-of-ai-and-how-does-ai-work/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAgQAg&usg=AOvVaw23RHXWpoXFoIke8nrcpSeu"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">What is (AI) Artificial
 Intelligence? | Online Master of Engineering</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">meng.uic.edu › news-stories ›
 ai-artificial-intelligence-what-is-the-definitio...</span>  </span> </a></div><div
 class="Dks9wf"><table
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{'All_these_words': 'AI',
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A free online introduction to artificial intelligence for non-experts
An Introduction to AI is a free online course for everyone interested in
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 href="/url?q=https://meng.uic.edu/news-stories/ai-artificial-intelligence-what-is-the-definition-of-ai-and-how-does-ai-work/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAgQAg&usg=AOvVaw23RHXWpoXFoIke8nrcpSeu"><span
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{'All_these_words': 'AI',
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AI Principles - Google AI
A guiding framework for our responsible development and use of AI,
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 class="CVA68e qXLe6d fuLhoc ZWRArf">What Is Artificial
 Intelligence (AI)? | Google Cloud</span>  <span class="qXLe6d
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 class="fYyStc">cloud.google.com › learn ›
 what-is-artificial-intelligence</span>  </span> </a></div><div
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 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Artificial intelligence is a
 technology that allows you to generate, classify, and perform tasks like
 image analysis and speech recognition.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
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 class="CVA68e qXLe6d fuLhoc ZWRArf">AI Now Institute:
 Home</span>  <span class="qXLe6d
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 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Our latest annual report maps the
 current state of play with the AI market, interrogates the industry's key
 sources of power, and provides an actionable ...</span>  </span>        <span class="qXLe6d
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 href="/url?q=https://partnershiponai.org/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAsQAg&usg=AOvVaw0zeUxdol2tKzlu-xq8vK7t"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Partnership on AI - Home -
 Partnership on AI</span>  <span class="qXLe6d dXDvrc">  <span
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 class="Dks9wf"><table
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 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">A framework for model providers
 to responsibly develop and deploy a range of AI models, promote safety for
 society, and adapt to evolving capabilities and uses.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf" href="/url?q=https://www.sas.com/en_us/insights/analytics/what-is-artificial-intelligence.html&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECA0QAg&usg=AOvVaw3aSFU10o_iOhLd4woMuc9V"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Artificial Intelligence
 – What is AI & Why It Matters - SAS</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">www.sas.com › SAS Insights ›
 Analytics Insights</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td class="udTCfd"><div>   <div>       <span class="qXLe6d
 FrIlee">  <span
 class="fYyStc">Artificial intelligence (AI) makes it possible
 for machines to learn from experience, adjust to new inputs and perform
 human-like tasks.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://news.mit.edu/2025/themis-ai-teaches-ai-models-what-they-dont-know-0603&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECA8QAg&usg=AOvVaw3ASsncBkiCcI7RxzG4eafo"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Teaching AI models what they
 don't know | MIT News</span>  <span class="qXLe6d dXDvrc">  <span class="fYyStc">news.mit.edu
 ›
 themis-ai-teaches-ai-models-what-they-dont-know-0603</span>  </span> </a></div><div
 class="Dks9wf"><table class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc YVIcad">3 days
 ago</span>  <span
 class="fYyStc YVIcad"> · </span>  <span
 class="fYyStc">Artificial intelligence systems like ChatGPT
 provide plausible-sounding answers to any question you might ask. But they
 don't always reveal ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://www.elementsofai.com/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAoQAg&usg=AOvVaw3BuiWSSMg_ZgO58wMkZSnJ"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">A free online introduction
 to artificial intelligence for non-experts</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">www.elementsofai.com</span>  </span> </a></div><div
 class="Dks9wf"><table
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 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">An Introduction to AI is a free
 online course for everyone interested in learning what AI is, what is
 possible (and not possible) with AI, and how it
 affects ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf" href="/url?q=https://ai.google/principles/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAwQAg&usg=AOvVaw3vNuBLWb2k4lwhdzlQK9D3"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI Principles - Google
 AI</span>  <span
 class="qXLe6d dXDvrc">  <span class="fYyStc">ai.google ›
 principles</span>  </span>
 </a></div><div class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">A guiding framework for our
 responsible development and use of AI, alongside transparency and
 accountability in our AI development process.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://blog.google/products/search/google-search-ai-mode-update/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECA4QAg&usg=AOvVaw1wHewh8QylZ0c17j-IPiLU"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI in Search: Going beyond
 information to intelligence - Google Blog</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">blog.google › products ›
 search › google-search-ai-mode-update</span>  </span> </a></div><div
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 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc YVIcad">May 20,
 2025</span>  <span
 class="fYyStc YVIcad"> · </span>  <span class="fYyStc">AI
 Mode is our most powerful AI search, with more advanced reasoning and
 multimodality, and the ability to go deeper through follow-up
 questions ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://www.credo.ai/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAkQAg&usg=AOvVaw1VgyKyuXGerd-9s3WSySjg"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Credo AI - The Trusted
 Leader in AI Governance</span>  <span class="qXLe6d dXDvrc">  <span
 class="fYyStc">www.credo.ai</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Credo AI is an AI governance
 company that helps enterprises streamline AI adoption by implementing and
 automating AI oversight, AI risk management, and AI ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://oecd.ai/en/ai-principles&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAQQAg&usg=AOvVaw1SGtXstuxzhNIVShLY8aEO"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">OECD AI Principles
 overview</span>  <span
 class="qXLe6d dXDvrc">  <span class="fYyStc">oecd.ai ›
 ai-principles</span>  </span> </a></div><div
 class="Dks9wf"><table class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">The OECD AI Principles promote
 use of AI that is innovative and trustworthy and that respects human rights
 and democratic values. Adopted in May 2019, they set ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://library.educause.edu/topics/infrastructure-and-research-technologies/artificial-intelligence-ai&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAEQAg&usg=AOvVaw2d3cnBiIbcFwE4V2hiMzMZ"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">Artificial Intelligence (AI)
 - EDUCAUSE Library</span>  <span class="qXLe6d dXDvrc">  <span
 class="fYyStc">library.educause.edu › topics
 › infrastructure-and-research-technologies ›
 a...</span>  </span>
 </a></div><div class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Artificial Intelligence or AI
 refers to the simulated human intelligence in machines or computers that are
 programmed to undertake tasks usually thought to ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://pair.withgoogle.com/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAcQAg&usg=AOvVaw3kirgKwpCgaEBbmzaJHklO"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">People + AI Research</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">pair.withgoogle.com</span>  </span> </a></div><div
 class="Dks9wf"><table
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 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">People + AI Research (PAIR) is a
 multidisciplinary team at Google that explores the human side of AI by doing
 fundamental research, building tools, creating ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf"
 href="/url?q=https://www.bcg.com/capabilities/artificial-intelligence&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAIQAg&usg=AOvVaw351_2_4DjSklrOj1eT5Y68"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI @ Scale | AI Consulting
 and Strategy | BCG</span>  <span class="qXLe6d dXDvrc">  <span
 class="fYyStc">www.bcg.com › capabilities ›
 artificial-intelligence</span>  </span> </a></div><div
 class="Dks9wf"><table
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 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">Our AI strategy consulting team
 empowers clients to focus on key strategic opportunities and execute a
 comprehensive AI business transformation.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
 class="ezO2md"><div><div><a class="fuLhoc
 ZWRArf" href="/url?q=https://aifund.ai/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAYQAg&usg=AOvVaw2OhoV0QWeG2Fv4ob6PNRSu"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI Fund:
 Home</span>  <span
 class="qXLe6d dXDvrc">  <span class="fYyStc">aifund.ai</span>  </span> </a></div><div
 class="Dks9wf"><table class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">AI Fund is a venture studio. We
 collaborate with entrepreneurs, venture funds, and corporate partners to
 create great companies that move humanity forward.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div class="ezO2md"><div><div><a
 class="fuLhoc ZWRArf"
 href="/url?q=https://meng.uic.edu/news-stories/ai-artificial-intelligence-what-is-the-definition-of-ai-and-how-does-ai-work/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAgQAg&usg=AOvVaw23RHXWpoXFoIke8nrcpSeu"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">What is (AI) Artificial
 Intelligence? | Online Master of Engineering</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">meng.uic.edu › news-stories ›
 ai-artificial-intelligence-what-is-the-definitio...</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc YVIcad">Dec 21,
 2023</span>  <span class="fYyStc
 YVIcad"> · </span>  <span class="fYyStc">Artificial Intelligence (AI)
 enables machines to learn from experience, adapt to new inputs, and execute
 tasks resembling human capabilities. By ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
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AI in Search: Going beyond information to intelligence - Google Blog
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 class="CVA68e qXLe6d fuLhoc ZWRArf">What Is Artificial
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 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">A framework for model providers
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 class="KZhhub"><tr><td class="udTCfd"><div>   <div>       <span class="qXLe6d
 FrIlee">  <span
 class="fYyStc">Artificial intelligence (AI) makes it possible
 for machines to learn from experience, adjust to new inputs and perform
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 class="CVA68e qXLe6d fuLhoc ZWRArf">Teaching AI models what they
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 ›
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 ZWRArf" href="/url?q=https://ai.google/principles/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAwQAg&usg=AOvVaw3vNuBLWb2k4lwhdzlQK9D3"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI Principles - Google
 AI</span>  <span
 class="qXLe6d dXDvrc">  <span class="fYyStc">ai.google ›
 principles</span>  </span>
 </a></div><div class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">A guiding framework for our
 responsible development and use of AI, alongside transparency and
 accountability in our AI development process.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div
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 ZWRArf"
 href="/url?q=https://blog.google/products/search/google-search-ai-mode-update/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECA4QAg&usg=AOvVaw1wHewh8QylZ0c17j-IPiLU"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI in Search: Going beyond
 information to intelligence - Google Blog</span>  <span class="qXLe6d
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 class="fYyStc">blog.google › products ›
 search › google-search-ai-mode-update</span>  </span> </a></div><div
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 class="qXLe6d FrIlee">  <span class="fYyStc YVIcad">May 20,
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 questions ...</span>  </span>       </div>  </div></td></tr></table></div></div></div>
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 class="CVA68e qXLe6d fuLhoc ZWRArf">Credo AI - The Trusted
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 class="fYyStc">www.credo.ai</span>  </span> </a></div><div
 class="Dks9wf"><table
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 </div> </div><div> <div> <div
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 href="/url?q=https://oecd.ai/en/ai-principles&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAQQAg&usg=AOvVaw1SGtXstuxzhNIVShLY8aEO"><span
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 href="/url?q=https://library.educause.edu/topics/infrastructure-and-research-technologies/artificial-intelligence-ai&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAEQAg&usg=AOvVaw2d3cnBiIbcFwE4V2hiMzMZ"><span
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 - EDUCAUSE Library</span>  <span class="qXLe6d dXDvrc">  <span
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 href="/url?q=https://pair.withgoogle.com/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAcQAg&usg=AOvVaw3kirgKwpCgaEBbmzaJHklO"><span
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 ZWRArf" href="/url?q=https://aifund.ai/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAYQAg&usg=AOvVaw2OhoV0QWeG2Fv4ob6PNRSu"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">AI Fund:
 Home</span>  <span
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 class="Dks9wf"><table class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
 class="qXLe6d FrIlee">  <span class="fYyStc">AI Fund is a venture studio. We
 collaborate with entrepreneurs, venture funds, and corporate partners to
 create great companies that move humanity forward.</span>  </span>       </div>  </div></td></tr></table></div></div></div>
 </div> </div><div> <div> <div class="ezO2md"><div><div><a
 class="fuLhoc ZWRArf"
 href="/url?q=https://meng.uic.edu/news-stories/ai-artificial-intelligence-what-is-the-definition-of-ai-and-how-does-ai-work/&sa=U&ved=2ahUKEwiznO7qxNyNAxUrNzQIHTrhDr0QFnoECAgQAg&usg=AOvVaw23RHXWpoXFoIke8nrcpSeu"><span
 class="CVA68e qXLe6d fuLhoc ZWRArf">What is (AI) Artificial
 Intelligence? | Online Master of Engineering</span>  <span class="qXLe6d
 dXDvrc">  <span
 class="fYyStc">meng.uic.edu › news-stories ›
 ai-artificial-intelligence-what-is-the-definitio...</span>  </span> </a></div><div
 class="Dks9wf"><table
 class="KZhhub"><tr><td
 class="udTCfd"><div>   <div>       <span
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Ready to Start Scraping Google Search Results?
No coding. Works instantly.

Try It Now - Free Trial



Who Is This For?

📈 SEO Specialists & Marketers
Track where your pages rank for money keywords. Monitor competitor positions, identify SERP features stealing clicks (featured snippets, local packs), and measure optimization impact over time.

📚 Researchers & Analysts
Build a Google search result datasets for trend analysis. Understand what content dominates your industry's search landscape.

🧠 Content Creators & Strategists
Find top-performing content ideas and discover what ranks for your niche.

🏢 Agencies & Enterprises
Automate SERP audits, monitor changes across markets, and streamline reporting.



🐙 Why Choose Octoparse?

🧩 Truly No-Code: Start scraping Google results instantly - no scripts, proxies, or setup.

🔐 No Login Needed: Extract public search result data without signing into Google.

🔄 Automatic Anti-Blocking & Retries: Built-in handling for timeouts, CAPTCHAs, and blocked requests.

🌙 Cloud or Local Runs: Run on your device or schedule 24/7 cloud tasks.

📁 Instant Excel/CSV Exports: Download clean and structured data for analysis.

👩💻 Beginner-Friendly UI: Point, click, run - template works right away.

Start scraping Google Search Results (SERP) in under 60 seconds.
Join 100,000+ users gathering insights with Octoparse.



⚠️ Important Notes Before You Start

  • Use this scraper responsibly and comply with Google's Terms of Service.
  • Excessive requests may trigger Google's anti-bot checks.
  • Avoid scraping too fast or too many keywords at once.



❓ FAQs

1. Can I scrape all types of Google results?

You can scrape standard organic results, snippets, URLs, and related searches. Some dynamic SERP modules may vary by region or device.

2. Can I scrape multiple keywords at once

Yes - enter one keyword per line, and the scraper will run them one by one.

3. How many results can I scrape per keyword?

You can extract up to 30 pages per keyword, based on the limit set by the target website. For best performance and stability, we recommend avoiding very large extraction volumes in a single run.

4. Do I need a Google API key?

No. Octoparse simulates actual browsing and does not require any API keys.

5. What's the difference between this and Google Search Console?

Google Search Console shows your own site's performance data. This scraper extracts the complete SERP landscape - all ranking URLs, competitor positions, SERP features, and search result layouts for any keyword, whether you rank or not.

6. Can I track rankings for specific locations?

Yes. Use the "Region" parameter to specify country or location. This shows results as they appear to users searching from that area, useful for local SEO and geo-targeted campaigns.

7. How do I avoid getting blocked by Google?

Space out your requests, limit pages per keyword, use cloud mode for IP rotation, and avoid scraping the same queries repeatedly in short timeframes. The template includes built-in rate limiting and retry logic.



🛠 How to Use: Step-by-Step Guide

1. Start the template

Click "Try it!" to load the Google Search scraper.

2. Fill in your parameters

On the input screen, enter the search criteria you want to use.

✍🏻 Input Fields Explained

Parameter
Description
Example
All these words
Type the important words
tricolour rat terrier
This exact word or phrase
Put exact words in quotes
"rat terrier"
Any of these words
Type OR between all the words you want
miniature OR standard
None of these words
Put a minus sign before words that you don't want
-rodent, -"Jack Russell"
Numbers ranging from
Put 2 periods between the numbers and add a unit of measure
10..35 lb, $300..$500, 2010..2011
Search Language
Find pages in the language that you select
Interface Language
Google supports more than 80 languages
English (default)
Region
Find pages published in a particular region
Pagination times
Controls how many pages the scraper will go through (1–30). Optional; defaults to 30
10
Last update
Find pages updated within the time you specify
past week
Site or domain
Search one site (like wikipedia.org) or limit your results to a domain like .edu, .org or .gov
wikipedia.org, .gov
Terms appearing
Search for terms in the whole page, page title, or web address, or links to the page you're looking for.
File type
Find pages in the format you prefer.
.pdf, .doc, .ppt, .xls, .rtf, .swf
Usage rights
Find pages you are free to use yourself.

3. Run the scraper

  • Click "Start", then choose a run mode. (Modes that are greyed out are not supported for this template.)
  • Octoparse will simulate entering your keyword into Google, scrolling through results, and automatically extracting SERP data.

4. Monitor & handle interruptions

  • If a sub-task stops due to network or anti-bot interruptions, simply re-run that sub-task.
  • Large keyword lists or regions with stricter anti-bot rules may slow down extraction.

5. Export your data

  • Review the output in Data Preview.
  • Export to CSV, Excel, or JSON for reporting, SEO analysis, or internal use.

💡 Tips

  • For better accuracy, scrape fewer keywords per batch.
  • To avoid Google blocking, schedule Cloud runs instead of local runs.