{"slug": "what-google-s-new-search-updates-mean-for-the-future-of-data-extraction", "title": "What Google's New Search Updates Mean for the Future of Data Extraction", "summary": "Google announced the biggest set of changes to its core search in years, including AI Mode powered by Gemini 3.5 Flash and new search agents that monitor the web for users, at its latest I/O conference. The updates make search results dynamic with AI-generated content, shopping cards, tables, and code blocks, prompting SerpApi to release APIs for parsing AI Overview and AI Mode results in structured JSON.", "body_md": "Google [recently announced](https://blog.google/products-and-platforms/products/search/search-io-2026/) the biggest set of changes to their core search in years. Google's AI Mode is now powered by Gemini 3.5 Flash and the new *search agents* which will run in the background to monitor the web for you. Google search results is becoming dynamic. They will include AI-generated content with citations, shopping cards, tables, code blocks, and more. Here is what changed at Google's Latest I/O conference and how to parse these new search results with SerpApi once they're officially rolled out.\n\n## What Google Announced\n\nA few highlights that matter most for anyone working with SERP data:\n\n**Gemini 3.5 Flash is the new default in AI Mode**\n\nAI Mode passed one billion monthly users a year after launch, and queries have more than doubled every quarter since.\n\n**A Redesigned Search Box**\n\nThe new search box now accepts text, images, files, videos, and even Chrome tabs as input. It expands as you type and suggests how to phrase your question.\n\n**Search Agents**\n\nAI agents will scan the web for things you care about, like apartment listings or electronic deals, and send you a curated update. Agentic booking is expanding to local services, and Google will even call businesses on your behalf.\n\nGoogle seems to be moving Search away from a standard results page listing. Instead, it's a generated answer which changes based on both the user and their specific query.\n\n## What This Changes\n\nEvery one of these changes makes SERP harder to read or parse with generic scrapers. The visible result for a single query might include a paragraph of AI-generated text, a table, a shopping carousel, three citations, a video, and a code block. And the next user asking the same question might see something entirely different.\n\nFor SEO teams, brand monitors, developer platforms or anyone building on top of Google results, you'll need two things:\n\n- A reliable way to capture what Google\n*actually*shows [A structured response you can store, query, and compare over time](https://serpapi.com/blog/get-ai-generated-responses-from-search-engines-in-structured-json/)\n\nOur two APIs cover both the **AI Overview** block that appears above standard, organic results and the full **AI Mode** experience that Google plans to make as the default experience.\n\n## Parsing AI Overview\n\nOur Google AI Overview API returns the AI-generated summary that appears at the top of many Google results pages. You get the text, the cited references, and the inline media in a clean JSON structure.\n\nUse it for things like tracking which sources Google cites for your brand, watching how often AI Overview appears for a given query, and seeing how fast information changes now that Gemini 3.5 Flash is the model behind it all.\n\nAs an example, a basic search result returning an AI Overview section:\n\n## Parsing AI Mode\n\nGoogle's AI Mode is the *full* conversational experience, and it is what they just put at the core of their search results. We already parse this data with our [Google AI Mode API](https://serpapi.com/google-ai-mode-api).\n\nOur Google AI Mode API endpoint is:\n\n```\nhttps://serpapi.com/search?engine=google_ai_mode\n```\n\nThe returned response is structured into several key parts:\n\n`text_blocks`\n\nreturns paragraphs, headings, lists, tables, and code blocks. Each block is typed and includes`reference_indexes`\n\nthat map back to the source citations.`references`\n\nreturns the cited sources with title, link, snippet, and source domain.`reconstructed_markdown`\n\nis a top-level field that gives you the full answer as clean markdown. Useful for storage, diffing across time, or feeding it directly into your own LLM.`shopping_results`\n\n,`local_results`\n\n,`inline_videos`\n\n, and`inline_images`\n\nshow up depending on the query instance.\n\nHere is a simple call (with localization):\n\n```\ncurl \"https://serpapi.com/search?engine=google_ai_mode&q=steakhouse&location=Austin,Texas&gl=us&hl=en&api_key=YOUR_API_KEY\"\n```\n\n### Multi-Turn Conversations\n\nGoogle is pushing users to ask follow-up questions instead of running new searches. You can mirror that flow with our API's `continuable`\n\nparameter. Set it to `true`\n\nand SerpApi will return a `subsequent_request_token`\n\nyou can pass back to continue the conversation with a follow-up question that includes the prior exchange as context.\n\n```\n# First request\ncurl \"https://serpapi.com/search?engine=google_ai_mode&q=best+coffee+beans&continuable=true&api_key=YOUR_API_KEY\"\n\n# Follow-up using the token from the first response\ncurl \"https://serpapi.com/search?engine=google_ai_mode&q=which+ones+are+single+origin&subsequent_request_token=TOKEN_HERE&api_key=YOUR_API_KEY\"\n```\n\n### Multimodal Input\n\nGoogle's new Search box accepts images. So does our AI Mode API. Simply pass in the `image_url`\n\nparameter and that image will be used as additional context for the AI to generate a response.\n\n```\nrequire \"serpapi\" \n\nclient = SerpApi::Client.new(\n  engine: \"google_ai_mode\",\n  q: \"What is this?\",\n  image_url: \"https://www.kikkoman.it/fileadmin/_processed_/b/e/csm_1101-recipe-page-Authentic-Japanese-soy-sauce-ramen_mobile_c83e83c70c.webp\",\n  api_key: \"YOUR_API_KEY\"\n)\n\nresults = client.search\ntext_blocks = results[:text_blocks]\n```\n\n## Things You Can Build Today\n\nHere are 3 things you can already build today using SerpApi's AI Mode and AI Overview APIs:\n\n**1. ****Citation monitoring for your brand****.** Pull AI Mode and AI Overview responses for a list of queries, extract the `references`\n\narray, and track all the citations over time. With Gemini 3.5 Flash as the new default, the sources Google trusts are likely to update frequently.\n\n**2. Price and product details.** The `shopping_results`\n\nblock exposes product titles, prices, ratings, and thumbnails for each individual result. With Google pushing more shopping results into AI Mode, this is where competitive pricing data is moving.\n\n**3. Multi-turn or follow-up answers.** Use `continuable=true`\n\nto simulate a real user's follow-up flow. Useful for legal, medical, and finance teams where confidence in AI summaries is critical.\n\n[to try a live query, or take a look at the documentation for our](https://serpapi.com/playground)\n\n__playground__[and](https://serpapi.com/google-ai-overview-api)\n\n__AI Overview API__[.](https://serpapi.com/google-ai-mode-api)\n\n__AI Mode API__## What's Next?\n\nGoogle's latest announcements point toward a search experience that's moving away from static results and more toward agentic, conversational, generated content. This summer will bring more changes, like generative UI, mini-apps, and information agents for Google AI Pro and Ultra subscribers.\n\nOur parsers already handle tables, code blocks, and interactive product modules, and we'll keep extending coverage as Google adds new block types. We're also watching how outputs are impacted by information agents and what becomes parseable for our users as that rolls out.", "url": "https://wpnews.pro/news/what-google-s-new-search-updates-mean-for-the-future-of-data-extraction", "canonical_source": "https://serpapi.com/blog/google-search-updates-data-extraction/", "published_at": "2026-07-28 16:24:14+00:00", "updated_at": "2026-07-28 16:32:57.011188+00:00", "lang": "en", "topics": ["artificial-intelligence", "large-language-models", "ai-products", "ai-tools", "ai-infrastructure"], "entities": ["Google", "Gemini 3.5 Flash", "SerpApi", "Google AI Overview API", "Google AI Mode API"], "alternates": {"html": "https://wpnews.pro/news/what-google-s-new-search-updates-mean-for-the-future-of-data-extraction", "markdown": "https://wpnews.pro/news/what-google-s-new-search-updates-mean-for-the-future-of-data-extraction.md", "text": "https://wpnews.pro/news/what-google-s-new-search-updates-mean-for-the-future-of-data-extraction.txt", "jsonld": "https://wpnews.pro/news/what-google-s-new-search-updates-mean-for-the-future-of-data-extraction.jsonld"}}