HELP CENTER

How to Define Targets and Analyze Data in the LLM Mentions API

The LLM Mentions API transforms raw AI search data into actionable intelligence. By combining flexible targeting, structured metrics and source data, you can uncover where and how your brand or competitors are mentioned.

This guide lists the features available, explains how to configure and customize request parameters, and interpret API responses.

What you get with LLM Mentions API endpoints

The LLM Mentions API provides multiple endpoints, each serving a distinct purpose in analyzing visibility and performance in AI search results.

The Search Mentions endpoint provides mention data from AI searches, including:

  • the full question and answer,
  • lists of related sources (which the model cited or relied on in its final answer),
  • search results (all web search outputs the model retrieved when looking up information, including duplicates and unused entries),
  • AI search volume and monthly searches.

The Top Mentioned Domains endpoint provides data on LLM mentions for the specified target (keywords and/or domains) grouped by the most frequently mentioned domains.

The Top Mentioned Pages endpoint, similarly, provides insights for the specified target (keywords and/or domains), but grouped by the most frequently mentioned pages.

The Target Metrics endpoint summarizes overall data for mentions of the target keywords and/or domains you specify. It is especially useful when you want to see the big picture, such as total impressions or most-cited domains, without reviewing each mention individually.

The Multi-Target Metrics endpoint is designed for side-by-side comparison of multiple targets in a single request. The request configuration is a bit more complex here than for the rest of the endpoints, but it is ideal for benchmarking brands, products, or competitors. To learn more about this comparison method and the endpoint specifics, refer to the Multi-Target Metrics article.

Configuring requests in Search Mentions, Top Mentioned Domains, Top Mentioned Pages, and Target Metrics endpoints

Understanding the target array

Endpoints like Search Mentions, Top Mentioned Domains, Top Mentioned Pages, and Target Metrics use a target array to define what mentions your request should find. You can specify up to 10 entities in it, but at least one is required. A single entity (object) can contain either a domain or a keyword, with optional additional parameters that help to refine which mentions to return in the results.

Example:

        "target": [
            {
                "domain": "store.google.com",
                "search_filter": "exclude",
                "search_scope": [
                    "sources"
                ]
            },
            {
                "keyword": "pixel 9",
                "search_filter": "include",
                "search_scope": [
                    "question"
                ],
                "match_type": "partial_match"
            }
        ]

Each target entity has its own rules.

1. Domain entity example

            {
                "domain": "store.google.com",
                "search_filter": "exclude",
                "search_scope": [
                    "sources"
                ]
            }

Let’s explain the parameters here:

  • domain (required if you do not plan to use a keyword entity) allows you to include or exclude mentions from a specific website using the search_filter parameter (set to “include” by default).
  • search_scope defines where to look for mentions with the following options: sources – in the list of sources cited by the AI, search_results – in the source domains from the model’s background retrieval, any (default) – all contexts.

2. Keyword entity example

            {
                "keyword": "pixel 9",
                "search_filter": "include",
                "search_scope": [
                    "question"
                ],
                "match_type": "partial_match"
            }

In this case, your request will search for mentions with the specified keyword (when search_filter is set to include) or without it (if set to exclude). The search_scope defines where to look for keyword mentions:

  • question – look in user queries.
  • answer – look in the AI-generated responses.
  • any (default).

The match_type defines how the keyword is matched:

  • word_match (default) finds the keyword as a standalone term, even inside longer queries (e.g., “pixel” matches “pixel 9”, “google pixel 9 review”),
  • partial_match finds substrings inside longer words (e.g., “pixel 9” matches “pixel 9a”, “pixel” matches “pixellab”).

Full request example for the Search Mentions endpoint

Let’s get mentions related to Google Pixel 9 phones appearing in questions that trigger Google AI Overview in English in the US. We’ll allow partial matches for keyword “Pixel 9,” so variations like “Pixel 9a” are also counted, but will exclude Google’s store from sources. To keep results meaningful, we’ll also limit them to three items, apply ordering by descending search volume, and filter out low-volume mentions ["ai_search_volume", ">", 1000]. See the full list of available filters here.

[
    {
        "language_name": "English",
        "location_code": 2840,
        "platform": "google",
        "target": [
            {
                "keyword": "pixel 9",
                "search_filter": "include",
                "search_scope": [
                    "question"
                ],
                "match_type": "partial_match"
            },
            {
                "domain": "store.google.com",
                "search_filter": "exclude",
                "search_scope": [
                    "sources"
                ]
            }
        ],
        "limit": 3,
        "order_by": [
            "ai_search_volume,desc"
        ],
        "filters": [
            [
                "ai_search_volume",
                ">",
                1000
            ]
        ]
    }
]

Additional parameters

Besides the parameters in the request above, you can use a few more optional settings listed in the endpoint’s docs.

Also, several additional parameters are specific to the following endpoints.

Top Mentioned Pages, Top Mentioned Domains:

  • links_scope specifies which links (from sources or search_results) will be used to extract data,
  • initial_dataset_filters applies filtering to compile a fitting dataset,
  • limit sets the number of results to return in the items array.

Top Mentioned Pages, Top Mentioned Domains, Target Metrics:

  • internal_list_limit sets the number of results to return in the sources_domain and search_results_domain arrays.

Interpreting the API response

The API will return a JSON response, where total_count shows the number of all mentions in our database fitting the request parameters, and the items array contains all the insights for analysis. This is where the endpoint compiles questionanswer pairs derived from AI searches and the sources that support them.

{
  "version": "0.1.20260610",
  "status_code": 20000,
  "status_message": "Ok.",
  "time": "0.6791 sec.",
  "cost": 0.103,
  "tasks_count": 1,
  "tasks_error": 0,
  "tasks": [
    {
      "id": "07091326-1535-0650-0000-56db1a5ef900",
      "status_code": 20000,
      "status_message": "Ok.",
      "time": "0.6595 sec.",
      "cost": 0.103,
      "result_count": 1,
      "path": [
        "v3",
        "ai_optimization",
        "llm_mentions",
        "search_mentions",
        "live"
      ],
      "data": {
        "api": "ai_optimization",
        "function": "search_mentions",
        "language_name": "English",
        "location_code": 2840,
        "platform": "google",
        "target": [
          {
            "keyword": "pixel 9",
            "search_filter": "include",
            "search_scope": [
              "question"
            ],
            "match_type": "partial_match"
          },
          {
            "domain": "store.google.com",
            "search_filter": "exclude",
            "search_scope": [
              "sources"
            ]
          }
        ],
        "limit": 3,
        "order_by": [
          "ai_search_volume,desc"
        ],
        "filters": [
          [
            "ai_search_volume",
            ">",
            1000
          ]
        ]
      },
      "result": [
        {
          "total_count": 44,
          "offset": 0,
          "search_after_token": "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",
          "items_count": 3,
          "items": [
            {
              "platform": "google",
              "model_name": "google_ai_overview",
              "location_code": 2840,
              "language_code": "en",
              "question": "google pixel 9",
              "answer": "![Google Pixel 9 Review: A New Era of Android - Tech Advisor](https://api.dataforseo.com/cdn/i/05142204-1087-0066-0000-7a277c7027b6:4)\nAs of May 2026, the Google Pixel 9 is `a highly discounted, premium-feeling Android 14 smartphone featuring the Tensor G4 processor, 12GB of RAM, and128GB/256GB storage options` . With a 6.3-inch 120Hz display and advanced AI photo editing, it is often available for around $449–$499, making it a compelling alternative to newer budget models.[](https://www.youtube.com/watch?v=0Ai0DYUjdVw&vl=en-US) [[1]](https://www.youtube.com/watch?v=0Ai0DYUjdVw&vl=en-US)[[2]](https://www.cnet.com/deals/google-pixel-9-series-deal/)[[3]](https://www.phonearena.com/news/google-pixel-9-new-amazon-deal-huge-discount-better-budget-option-than-pixel-10a_id180268)\n\n**Key Features & Specifications** \n\n- **Performance:** Google Tensor G4 processor with 12GB RAM for smooth AI performance.\n- **Display:** 6.3-inch Actua OLED display, 1080 x 2424 resolution, 120 Hz refresh rate, and up to 2700 nits peak brightness.\n- **Camera:** 50 MP main and 48 MP ultrawide rear sensors with Macro Focus. Features include \"Add Me\" (for taking group photos including the photographer), Best Take, and Magic Editor.\n- **Battery:** 4700 mAh battery with fast wireless charging and 24+ hour life.\n- **Durability:** IP68 water/dust resistance and Corning Gorilla Glass Victus 2.\n- **AI Features:** Integrated with Gemini for advanced, on-device AI tasks, including Pixel Screenshots.[](https://www.amazon.com/Google-Pixel-Unlocked-Smartphone-Advanced/dp/B0D7HWJDQM) [[1]](https://www.amazon.com/Google-Pixel-Unlocked-Smartphone-Advanced/dp/B0D7HWJDQM)[[2]](https://www.google.com/search?q=product&prds=pvt:hg,productid:15373862464162455148,catalogid:625513772960203147,gpcid:7289913198085316365,mid:576462491484046598&ibp=oshop)[[3]](https://www.youtube.com/shorts/SkiQNRPTpLs)[[4]](https://www.amazon.com/Google-Pixel-Unlocked-Smartphone-Advanced/dp/B0DKG91KYN)[[5]](https://www.youtube.com/shorts/i_qBUhkGK3Y)\n\n**Current Market Status & Deals (May 2026)** \n\n- **Discounted Pricing:** With the Pixel 10 approaching, the Pixel 9 is frequently on sale for as low as $449 (350 off) on [Amazon](https://www.amazon.com/Google-Pixel-Unlocked-Smartphone-Advanced/dp/B0D7HWJDQM).\n- **Carrier Offers:** [Verizon](https://www.verizon.com/smartphones/google-pixel-9/) and Visible offer monthly installment plans, often with additional discounts or bonuses.\n- **Verdict:** It is considered an underrated, premium-tier device that offers better hardware than newer, lower-tier \"A-series\" phones at current sale prices.[](https://www.verizon.com/smartphones/google-pixel-9/) [[1]](https://www.verizon.com/smartphones/google-pixel-9/)[[2]](https://www.cnet.com/deals/google-pixel-9-series-deal/)[[3]](https://www.google.com/search?q=product&prds=pvt:hg,productid:15373862464162455148,catalogid:625513772960203147,gpcid:7289913198085316365,mid:576462491484046598&ibp=oshop)[[4]](https://www.phonearena.com/news/google-pixel-9-new-amazon-deal-huge-discount-better-budget-option-than-pixel-10a_id180268)[[5]](https://www.amazon.com/Google-Pixel-Unlocked-Smartphone-Advanced/dp/B0DKG91KYN)\n\n**Pros** \n\n- Excellent, premium build quality.\n- Strong camera performance, especially with AI features.\n- Extremely good value at current discounted prices.[](https://www.reddit.com/r/pixel_phones/comments/1kwf84r/whats_the_consensus_on_google_pixel_9_series/) [[1]](https://www.reddit.com/r/pixel_phones/comments/1kwf84r/whats_the_consensus_on_google_pixel_9_series/)[[2]](https://www.youtube.com/watch?v=0Ai0DYUjdVw&vl=en-US)[[3]](https://www.phonearena.com/news/google-pixel-9-new-amazon-deal-huge-discount-better-budget-option-than-pixel-10a_id180268)[[4]](https://www.amazon.com/Google-Pixel-Unlocked-Smartphone-Advanced/dp/B0D7HWJDQM)[[5]](https://store.google.com/in/product/pixel_9?hl=en-IN)\n\n**Cons** \n\n- The Tensor G4, while efficient, is not the most powerful chip compared to the latest competitors.\n- Battery life is decent, but some users report moderate longevity on cellular data.[](https://www.reddit.com/r/pixel_phones/comments/1kwf84r/whats_the_consensus_on_google_pixel_9_series/) [[1]](https://www.reddit.com/r/pixel_phones/comments/1kwf84r/whats_the_consensus_on_google_pixel_9_series/)[[2]](https://www.youtube.com/watch?v=0Ai0DYUjdVw&vl=en-US)\n\nThe Pixel 9 is available in several colors and, despite being a 2024 model, continues to be a strong contender due to its AI capabilities and premium features.[[1]](https://www.youtube.com/shorts/vb5HmZKbCVs)[[2]](https://www.youtube.com/watch?v=0Ai0DYUjdVw&vl=en-US)[[3]](https://www.amazon.com/Google-Pixel-Unlocked-Smartphone-Advanced/dp/B0DKG91KYN)",
              "sources": [
                {
                  "snippet": "Take my word as a normal person strongly interested in tech in general and having a fair bit of knowledge on the software and hard...",
                  "source_name": "Reddit",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 1,
                  "title": "What's the consensus on Google Pixel 9 series? : r/pixel_phones - Reddit",
                  "domain": "www.reddit.com",
                  "url": "https://www.reddit.com/r/pixel_phones/comments/1kwf84r/whats_the_consensus_on_google_pixel_9_series/",
                  "publication_date": null
                },
                {
                  "snippet": "Brand. Google. Operating System. Android 14. Ram Memory Installed Size. 12 GB. CPU Model. Unknown. CPU Speed. 3.1 GHz. Memory Stor...",
                  "source_name": "Amazon.com",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 2,
                  "title": "Google Pixel 9 - Unlocked Android Smartphone with Gemini, 24-Hour ...",
                  "domain": "www.amazon.com",
                  "url": "https://www.amazon.com/Google-Pixel-Unlocked-Smartphone-Advanced/dp/B0D7HWJDQM",
                  "publication_date": null
                },
                {
                  "snippet": "The Google Pixel 9 was released almost a year ago. It offers significant value in 2025, providing nearly all flagship features pre...",
                  "source_name": "YouTube",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 3,
                  "title": "Google Pixel 9 Review One Year Later: Underrated!",
                  "domain": "www.youtube.com",
                  "url": "https://www.youtube.com/watch?v=0Ai0DYUjdVw&vl=en-US",
                  "publication_date": null
                },
                {
                  "snippet": "4.0 out of 5 rating. 4.0 (293 reviews) 4.0 (293 reviews) Already a Mobile or Home customer? Sign in for your offers. {\"background\"",
                  "source_name": "Verizon",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 4,
                  "title": "Google Pixel 9 Smartphone - Verizon",
                  "domain": "www.verizon.com",
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                },
                {
                  "snippet": "Amazon has the Pixel 9 series down to record lows on select models, with savings reaching up to $400. The lineup has been out for ...",
                  "source_name": "CNET",
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                  "snippet": "Originally priced at $799 and up, the 6.3-inch Google Pixel 9 is... obviously not worth anywhere close to that mark anymore, but a...",
                  "source_name": "PhoneArena",
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                  "rank": 6,
                  "title": "Google's Pixel 9 trumps the Pixel 10a to become your top budget option at a huge $350 discount",
                  "domain": "www.phonearena.com",
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                  "domain": "www.google.com",
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                }
              ],
              "search_results": null,
              "ai_search_volume": 74000,
              "monthly_searches": [
                {
                  "year": 2026,
                  "month": 3,
                  "search_volume": 22200
                },
                {
                  "year": 2026,
                  "month": 2,
                  "search_volume": 27100
                },
                {
                  "year": 2026,
                  "month": 1,
                  "search_volume": 33100
                },
                {
                  "year": 2025,
                  "month": 12,
                  "search_volume": 33100
                },
                {
                  "year": 2025,
                  "month": 11,
                  "search_volume": 49500
                },
                {
                  "year": 2025,
                  "month": 10,
                  "search_volume": 49500
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                {
                  "year": 2025,
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                  "search_volume": 60500
                },
                {
                  "year": 2025,
                  "month": 8,
                  "search_volume": 110000
                },
                {
                  "year": 2025,
                  "month": 7,
                  "search_volume": 135000
                },
                {
                  "year": 2025,
                  "month": 6,
                  "search_volume": 110000
                },
                {
                  "year": 2025,
                  "month": 5,
                  "search_volume": 110000
                },
                {
                  "year": 2025,
                  "month": 4,
                  "search_volume": 110000
                }
              ],
              "first_response_at": "2026-03-11 23:14:14 +00:00",
              "last_response_at": "2026-05-14 19:16:02 +00:00",
              "brand_entities": null,
              "fan_out_queries": null,
              "is_web_search_based": true
            },
            {
              "platform": "google",
              "model_name": "google_ai_overview",
              "location_code": 2840,
              "language_code": "en",
              "question": "google pixel 9 pro",
              "answer": "The Google Pixel 9 Pro is `a premium 6.3-inch AI-focused flagship (with a 6.8-inch XL option) featuring the Tensor G4 chip, 16GB of RAM, and a triple rear camera system (50MP main, 48MP ultrawide/telephoto)` . Released in late 2024, it boasts a 3,000-nit Actua display, 24+ hour battery life, and advanced AI features like Gemini . It features a redesigned, durable, premium flat-edge metal design.[[1]](https://m.youtube.com/watch?v=pixVLKNpZl8&t=21)[[2]](https://fi.google.com/about/phones/pixel-9-pro)[[3]](https://www.youtube.com/shorts/q4v5-NjNIF0)[[4]](https://www.tomsguide.com/phones/google-pixel-phones/google-pixel-9-vs-pixel-9-pro#:~:text=The%20Google%20Pixel%209%20is%20the%20brand's,42MP%20vs%2010.5MP%20on%20the%20Pixel%209.)\n\n**Key Details & Features** \n\n- **Performance:** Tensor G4 processor and 16GB of RAM, optimized for on-device AI tasks.\n- **Display:** 6.3-inch LTPO OLED \"Super Actua\" display with up to 120Hz refresh rate and 3,000 nits peak brightness.\n- **Camera:** 50MP main, 48MP ultrawide with Macro Focus, 48MP 5x telephoto (up to 30x Super Res Zoom), and a 42MP front camera.\n- **Battery:** 24+ hour battery life with 27W+ wired charging.\n- **Software:** Includes 7 years of Pixel updates.\n- **Design:** Flat-edge, matte glass back, and polished metal sides.[[1]](https://m.youtube.com/watch?v=pixVLKNpZl8&t=21)[[2]](https://fi.google.com/about/phones/pixel-9-pro)[[3]](https://www.youtube.com/shorts/q4v5-NjNIF0)[[4]](https://www.verizon.com/smartphones/google-pixel-9-pro/)\n\n**Pricing** \n\n- The Pixel 9 Pro typically starts around $1,100, although it can be found for less, with 128GB to 1TB storage options available.[[1]](https://m.youtube.com/watch?v=pixVLKNpZl8&t=21)[[2]](https://www.youtube.com/watch?v=LcYgyR-rzQ4&vl=en&t=18)\n\n**Reviews & Performance** \n\n- **Camera & AI:** Highly praised for exceptional, industry-leading camera quality and useful AI integration, including \"Add Me\" and \"Magic Editor\".\n- **Build:** Praised for its premium, durable design with Gorilla Glass Victus 2.\n- **Performance:** Considered smooth for daily tasks and gaming, though it may get warm under heavy, sustained load.[[1]](https://m.youtube.com/watch?v=pixVLKNpZl8&t=21)[[2]](https://www.youtube.com/shorts/l31y0SIcX2o)[[3]](https://www.youtube.com/shorts/gkoA6Ph2qik)[[4]](https://www.reddit.com/r/Android/comments/1mkwh2b/pixel_9_pro_xl_one_year_later_review_honest/)[[5]](https://www.amazon.com/Google-Pixel-Pro-XL-Smartphone/dp/B0D7HV78PT)",
              "sources": [
                {
                  "snippet": "The Pixel 9 Pro XL operates on the Tensor G4 processor and includes 16 GB of RAM. It offers a standard storage of 128 GB with opti...",
                  "source_name": "YouTube",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 1,
                  "title": "Still The Best Big Pixel - Google Pixel 9 Pro XL - Worth it in 2026? (Real ...",
                  "domain": "m.youtube.com",
                  "url": "https://m.youtube.com/watch?v=pixVLKNpZl8&t=21",
                  "publication_date": null
                },
                {
                  "snippet": "The Google Pixel 9 Pro is a powerful phone with a triple rear camera system. It has a 6.3-inch display or a 6.8-inch Pro XL model.",
                  "source_name": "Google Fi",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 2,
                  "title": "Pixel 9 Pro",
                  "domain": "fi.google.com",
                  "url": "https://fi.google.com/about/phones/pixel-9-pro",
                  "publication_date": null
                },
                {
                  "snippet": "The Google Pixel 9 Pro features a redesigned aesthetic with flat metal sides and a refreshed camera bar. Its sides have a polished...",
                  "source_name": "YouTube",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 3,
                  "title": "The Google Pixel 9 Pro & Pro XL!",
                  "domain": "www.youtube.com",
                  "url": "https://www.youtube.com/shorts/q4v5-NjNIF0",
                  "publication_date": null
                },
                {
                  "snippet": "The cameras are considered exceptional and the best on any Android phone, even surpassing the S25 Ultra. The phone handles various...",
                  "source_name": "Reddit",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 4,
                  "title": "Pixel 9 Pro XL One Year Later REVIEW | HONEST verdict after 12 ...",
                  "domain": "www.reddit.com",
                  "url": "https://www.reddit.com/r/Android/comments/1mkwh2b/pixel_9_pro_xl_one_year_later_review_honest/",
                  "publication_date": null
                },
                {
                  "snippet": "The Google Pixel 9 Pro is a new cell phone that runs on the Android system and is also suitable for those wanting to switch from A...",
                  "source_name": "YouTube",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 5,
                  "title": "Pixel 9 Pro Review – Is Google's New AI Beast Worth the Hype?",
                  "domain": "www.youtube.com",
                  "url": "https://www.youtube.com/watch?v=LcYgyR-rzQ4&vl=en&t=18",
                  "publication_date": null
                },
                {
                  "snippet": "The Pixel 9 Pro XL offers a variety of photo editing tools. One notable tool is portrait light, which allows users to even out the...",
                  "source_name": "YouTube",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 6,
                  "title": "Pixel 9 Pro XL - HANDS ON",
                  "domain": "www.youtube.com",
                  "url": "https://www.youtube.com/shorts/l31y0SIcX2o",
                  "publication_date": null
                },
                {
                  "snippet": "Camera * Front Camera. 42 MP Dual PD selfie camera | ƒ/2.2 aperture | 103° ultrawide field of view. * Rear Camera. 50 MP wide | 48...",
                  "source_name": "Verizon",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 7,
                  "title": "Google Pixel 9 Pro Smartphone - Verizon",
                  "domain": "www.verizon.com",
                  "url": "https://www.verizon.com/smartphones/google-pixel-9-pro/",
                  "publication_date": null
                },
                {
                  "snippet": "The AI features on the Pixel 9 Pro are considered useful. While there is general skepticism about AI features at the consumer leve...",
                  "source_name": "YouTube",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 8,
                  "title": "Pixel 9 Pro - Best Phone of 2024!!",
                  "domain": "www.youtube.com",
                  "url": "https://www.youtube.com/shorts/gkoA6Ph2qik",
                  "publication_date": null
                },
                {
                  "snippet": "The Google Pixel 9 is the brand's flagship Android phone, with a 6.4-inch display, Tensor G4 chip and 4,700 mAh battery. The Pixel...",
                  "source_name": "Tom's Guide",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 9,
                  "title": "Google Pixel 9 vs. Pixel 9 Pro — here's what's different | Tom's Guide",
                  "domain": "www.tomsguide.com",
                  "url": "https://www.tomsguide.com/phones/google-pixel-phones/google-pixel-9-vs-pixel-9-pro#:~:text=The%20Google%20Pixel%209%20is%20the%20brand's,42MP%20vs%2010.5MP%20on%20the%20Pixel%209.",
                  "publication_date": null
                }
              ],
              "search_results": null,
              "ai_search_volume": 74000,
              "monthly_searches": [
                {
                  "year": 2026,
                  "month": 2,
                  "search_volume": 14800
                },
                {
                  "year": 2026,
                  "month": 1,
                  "search_volume": 18100
                },
                {
                  "year": 2025,
                  "month": 12,
                  "search_volume": 27100
                },
                {
                  "year": 2025,
                  "month": 11,
                  "search_volume": 27100
                },
                {
                  "year": 2025,
                  "month": 10,
                  "search_volume": 33100
                },
                {
                  "year": 2025,
                  "month": 9,
                  "search_volume": 49500
                },
                {
                  "year": 2025,
                  "month": 8,
                  "search_volume": 74000
                },
                {
                  "year": 2025,
                  "month": 7,
                  "search_volume": 110000
                },
                {
                  "year": 2025,
                  "month": 6,
                  "search_volume": 135000
                },
                {
                  "year": 2025,
                  "month": 5,
                  "search_volume": 110000
                },
                {
                  "year": 2025,
                  "month": 4,
                  "search_volume": 110000
                },
                {
                  "year": 2025,
                  "month": 3,
                  "search_volume": 90500
                }
              ],
              "first_response_at": "2026-03-11 23:13:35 +00:00",
              "last_response_at": "2026-03-11 23:13:35 +00:00",
              "brand_entities": null,
              "fan_out_queries": null,
              "is_web_search_based": true
            },
            {
              "platform": "google",
              "model_name": "google_ai_overview",
              "location_code": 2840,
              "language_code": "en",
              "question": "pixel 9 pro xl",
              "answer": "![Pixel 9 Pro XL Review: 2 Months Later, Google's Phone Still ...](https://api.dataforseo.com/llm_m/cdn/i/-3960940513723687481:ccc3052ef72e47ecb9a9db9753006a12)\nThe Google Pixel 9 Pro XL is `a premium 2024 flagship featuring a 6.8-inch 120Hz Super Actua display, Google Tensor G4 chip, 16GB RAM, and a versatile 50MP triple-camera system` . It boasts advanced AI features, a 5060 mAh battery, and a sleek, durable design with 128GB to 1TB storage options, starting at $1,099.[[1]](https://m.youtube.com/watch?v=pixVLKNpZl8&t=56)[[2]](https://www.amazon.com/Google-Pixel-Pro-XL-Smartphone/dp/B0D7HV78PT)[[3]](https://fi.google.com/about/phones/pixel-9-pro)[[4]](https://www.youtube.com/shorts/IdI9mWpr5vI)[[5]](https://www.verizon.com/smartphones/google-pixel-9-pro-xl/)[[6]](https://www.amazon.com/Google-Pixel-Pro-XL-Smartphone/dp/B0DKG9PCJZ#:~:text=Additional%20details.%20The%20Google%20Pixel%209%20Pro,with%20some%20noted%20battery%20and%20charging%20caveats.)\n\n**Key Specifications & Features** \n\n- **Display:** 6.8-inch LTPO OLED, 1344 x 2992 resolution, up to 3000 nits peak brightness.\n- **Processor:** Google Tensor G4 with 16GB RAM.\n- **Camera:** 50MP main, 48MP ultrawide, 48MP 5x telephoto, 42MP front camera.\n- **Battery:** 5060 mAh, supports fast charging (up to 31 hours+ battery life).\n- **Durability:** IP68 water and dust resistance, Gorilla Glass Victus 2.\n- **Features:** AI-powered photo tools (Add Me, Pixel Studio), 8K video, 120Hz refresh rate, and Gemini integration.[[1]](https://m.youtube.com/watch?v=pixVLKNpZl8&t=56)[[2]](https://www.bestbuy.com/product/google-pixel-9-pro-xl-128gb-unlocked-hazel/J39TC879WH)[[3]](https://fi.google.com/about/phones/pixel-9-pro)[[4]](https://www.amazon.com/Google-Pixel-Pro-XL-Smartphone/dp/B0DKG9PCJZ#:~:text=Additional%20details.%20The%20Google%20Pixel%209%20Pro,with%20some%20noted%20battery%20and%20charging%20caveats.)[[5]](https://www.verizon.com/smartphones/google-pixel-9-pro-xl/)[[6]](https://www.youtube.com/shorts/zz4aNgLy4vk)[[7]](https://www.youtube.com/shorts/IdI9mWpr5vI)\n\n**Pros and Cons** \n\n- **Pros:** Top-tier camera performance, bright display, excellent AI integration, premium build.\n- **Cons:** Expensive, screen can scratch relatively easily.[[1]](https://m.youtube.com/watch?v=pixVLKNpZl8&t=56)[[2]](https://www.dxomark.com/smartphones/Google/Pixel-9-Pro-XL)[[3]](https://www.youtube.com/watch?v=3bqy8T1pVpA&t=47)[[4]](https://www.youtube.com/shorts/zz4aNgLy4vk)[[5]](https://www.amazon.com/Google-Pixel-Pro-XL-Smartphone/dp/B0D7HV78PT)\n\nThe Pixel 9 Pro XL is available in colors like Hazel, Porcelain, Rose Quartz, and Obsidian.[[1]](https://www.youtube.com/shorts/IdI9mWpr5vI)[[2]](https://store.google.com/product/pixel_9_pro?hl=en-US#:~:text=The%20back%20shows%20off%20its%20%28%20Pixel,side%20shows%20off%20its%20polished-finish%20metal%20frame.)[[3]](https://mashable.com/article/pixel-9-pro-xl-hands-on-first-impressions#:~:text=The%20Pixel%209%20Pro%20XL%2C%20as%20well,makeup%20on%20it%20after%20touching%20my%20face.)[[4]](https://mashable.com/review/google-pixel-9-pro-xl)[[5]](https://www.finder.com.au/news/google-pixel-9-and-9-pro-fold-price-specs-features-availability#:~:text=The%20base%20model%20will%20also%20come%20in,XL%20will%20sport%20Hazel%20and%20Rose%20Quartz.)",
              "sources": [
                {
                  "snippet": "support if you got this little antenna right here that the iPhone 17 pros centered for some reason wi-fi 7 Bluetooth 5.3. physical...",
                  "source_name": "YouTube",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 1,
                  "title": "Still The Best Big Pixel - Google Pixel 9 Pro XL - Worth it in 2026? (Real ...",
                  "domain": "m.youtube.com",
                  "url": "https://m.youtube.com/watch?v=pixVLKNpZl8&t=56",
                  "publication_date": null
                },
                {
                  "snippet": "The new Pixel 9 Pro XL has a 6.8-inch screen. It contains a 560 millia battery. This phone features new OLED displays that can var...",
                  "source_name": "YouTube",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 2,
                  "title": "The new Google Pixel 9 Pro & 9 Pro XL",
                  "domain": "www.youtube.com",
                  "url": "https://www.youtube.com/shorts/IdI9mWpr5vI",
                  "publication_date": null
                },
                {
                  "snippet": "The Google Pixel 9 Pro is a powerful phone with a triple rear camera system. It has a 6.3-inch display or a 6.8-inch Pro XL model.",
                  "source_name": "Google Fi",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 3,
                  "title": "Pixel 9 Pro",
                  "domain": "fi.google.com",
                  "url": "https://fi.google.com/about/phones/pixel-9-pro",
                  "publication_date": null
                },
                {
                  "snippet": "Purchasing the Google Pixel 9 Pro is advised instead of the Pixel 10a. A refurbished 256 GB Pixel 9 Pro was found on eBay for $399...",
                  "source_name": "YouTube",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 4,
                  "title": "Google Pixel 10a is a TRAP… buy the Google Pixel 9 Pro instead.",
                  "domain": "www.youtube.com",
                  "url": "https://www.youtube.com/shorts/zz4aNgLy4vk",
                  "publication_date": null
                },
                {
                  "snippet": "Battery * Standby Time. Up to 211 hrs. * mAh (per hour) 5060 mAh. * Powershare. Yes. * Up to 31 hrs. * Wireless Charging. Yes. * F...",
                  "source_name": "Verizon",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 5,
                  "title": "Google Pixel 9 Pro XL Smartphone - Verizon",
                  "domain": "www.verizon.com",
                  "url": "https://www.verizon.com/smartphones/google-pixel-9-pro-xl/",
                  "publication_date": null
                },
                {
                  "snippet": "Additional details. The Google Pixel 9 Pro XL is a large flagship phone featuring a 6.8-inch 120Hz LTPO OLED display, powered by t...",
                  "source_name": "Amazon.com",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 6,
                  "title": "Google Pixel 9 Pro XL , 128 GB, Hazel - Unlocked (Renewed)",
                  "domain": "www.amazon.com",
                  "url": "https://www.amazon.com/Google-Pixel-Pro-XL-Smartphone/dp/B0DKG9PCJZ#:~:text=Additional%20details.%20The%20Google%20Pixel%209%20Pro,with%20some%20noted%20battery%20and%20charging%20caveats.",
                  "publication_date": null
                },
                {
                  "snippet": "The frame has held up incredibly well without significant scratches, even when used without a case. The matte coating on the camer...",
                  "source_name": "YouTube",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 7,
                  "title": "Google Pixel 9 Pro XL 1 Year Honest Review: Time to buy?",
                  "domain": "www.youtube.com",
                  "url": "https://www.youtube.com/watch?v=3bqy8T1pVpA&t=47",
                  "publication_date": null
                },
                {
                  "snippet": "Pros * Well-balanced camera experience with outstanding results in most categories, providing excellent image and video quality ac...",
                  "source_name": "DxOMark",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 8,
                  "title": "Google Pixel 9 Pro XL - DXOMARK",
                  "domain": "www.dxomark.com",
                  "url": "https://www.dxomark.com/smartphones/Google/Pixel-9-Pro-XL",
                  "publication_date": null
                },
                {
                  "snippet": "Specifications. Key Specs. Screen Size: 6.8 inches (Size of the screen, measured diagonally from corner to corner.) Rear-Facing Ca...",
                  "source_name": "Best Buy",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 9,
                  "title": "Google Pixel 9 Pro XL 128GB (Unlocked) Hazel GA05902-US",
                  "domain": "www.bestbuy.com",
                  "url": "https://www.bestbuy.com/product/google-pixel-9-pro-xl-128gb-unlocked-hazel/J39TC879WH",
                  "publication_date": null
                },
                {
                  "snippet": "Pixel 9 Pro's elevated new design has a satin matte back, beautiful dual-finish camera bar, and polished metal frame that feels as...",
                  "source_name": "Amazon.com",
                  "thumbnail": null,
                  "markdown": null,
                  "rank": 10,
                  "title": "Google Pixel 9 Pro XL - Unlocked Android Smartphone with Gemini ...",
                  "domain": "www.amazon.com",
                  "url": "https://www.amazon.com/Google-Pixel-Pro-XL-Smartphone/dp/B0D7HV78PT",
                  "publication_date": null
                }
              ],
              "search_results": null,
              "ai_search_volume": 18100,
              "monthly_searches": [
                {
                  "year": 2026,
                  "month": 2,
                  "search_volume": 6600
                },
                {
                  "year": 2026,
                  "month": 1,
                  "search_volume": 8100
                },
                {
                  "year": 2025,
                  "month": 12,
                  "search_volume": 9900
                },
                {
                  "year": 2025,
                  "month": 11,
                  "search_volume": 9900
                },
                {
                  "year": 2025,
                  "month": 10,
                  "search_volume": 9900
                },
                {
                  "year": 2025,
                  "month": 9,
                  "search_volume": 12100
                },
                {
                  "year": 2025,
                  "month": 8,
                  "search_volume": 22200
                },
                {
                  "year": 2025,
                  "month": 7,
                  "search_volume": 27100
                },
                {
                  "year": 2025,
                  "month": 6,
                  "search_volume": 27100
                },
                {
                  "year": 2025,
                  "month": 5,
                  "search_volume": 33100
                },
                {
                  "year": 2025,
                  "month": 4,
                  "search_volume": 33100
                },
                {
                  "year": 2025,
                  "month": 3,
                  "search_volume": 33100
                }
              ],
              "first_response_at": "2026-01-19 08:34:04 +00:00",
              "last_response_at": "2026-03-12 04:18:03 +00:00",
              "brand_entities": null,
              "fan_out_queries": null,
              "is_web_search_based": true
            }
          ]
        }
      ]
    }
  ]
}

Each item represents a specific mention cluster, for instance, for “google pixel 9,” “google pixel 9 pro,” or “pixel 9 pro xl.” These items include data on platform, location, and language for which the data was collected, followed by the question and answer pair, and the sources the AI model used to generate the answer. The sources section shows which domains or publishers the model sees most authoritative for those discussions. The search_results field, when available, expands on background evidence the model retrieved but did not cite directly.

The ai_search_volume metric estimates how often that query appears across AI searches. Meanwhile, monthly_searches tracks these trends over time, showing month-by-month search volume fluctuations, revealing seasonality and interest spikes.

By analyzing these items, you can understand what users are most curious about, which domains hold influence and get cited by AI assistants, and when user attention peaks.

Wrap up

The LLM Mentions API will help you uncover the questions users ask, the answers AI systems generate, and the sources they trust most. With precise and flexible targeting and filtering, you can build a reliable system for brand monitoring and competitor research in the AI search landscape. Check our docs and try making your first request.

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