LLM/AI Changelog

Updated 3 Oct 2026

AI Platform Changes That Affect Brand Visibility

Every update to ChatGPT, Gemini, Perplexity, Copilot and Google Search can change how your brand appears in AI-generated answers. We track release notes, API changes and documentation updates across major LLM platforms so you don't have to.

Total Updates
323
Copilot
854
ChatGPT
533
Gemini
323
Claude
90
GoogleAI
41
Perplexity
31
Pinned Highlights · 13
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today Dec Feb Apr Jun Aug Oct 18 Nov 2025 · Gemini — 2025.11.18 12 Feb 2026 · Gemini — 2026.02.12 19 Feb 2026 · Gemini — 2026.02.19 14 Apr 2026 · Gemini — April 14, 2026 15 Apr 2026 · Gemini — April 15, 2026 15 Apr 2026 · Gemini — 2026.04.15 21 Apr 2026 · Gemini — April 21, 2026 19 May 2026 · Gemini — May 19, 2026 21 Jul 2026 · Gemini — 2026.07.21 13 Aug 2026 · Gemini — August 13, 2026 2 Sep 2026 · Gemini — September 2, 2026 10 Sep 2026 · Gemini — 2026.09.10 30 Sep 2026 · Gemini — 2026.09.30
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51–100 of 323 updates
Gemini
Gemini 2 Apr 2026 gemini_api

April 2, 2026

- Released `gemma-4-26b-a4b-it` and `gemma-4-31b-it`, available on [AI Studio](https://aistudio.google.com) and through the Gemini API, as part of the [Gemma 4](https://ai.google.dev/gemma/docs/core) launch.
Gemini
Gemini 1 Apr 2026 gemini_api

April 1, 2026

- Introduced the new [Flex](https://ai.google.dev/gemini-api/docs/flex-inference) and [Priority](https://ai.google.dev/gemini-api/docs/priority-inference) inference tiers, offering more options for optimizing cost or latency.
Gemini
Gemini 1 Apr 2026 gemini_api

April 1, 2026

- Introduced the new [Flex](https://ai.google.dev/gemini-api/docs/flex-inference) and [Priority](https://ai.google.dev/gemini-api/docs/priority-inference) inference tiers, offering more options for optimizing for costs or latency.
Gemini
Gemini 31 Mar 2026 gemini_api

March 31, 2026

- Launched Veo 3.1 Lite Preview, [`veo-3.1-lite-generate-preview`](https://ai.google.dev/gemini-api/docs/models/veo-3.1-lite-generate-preview), our most
cost-efficient [video generation](https://ai.google.dev/gemini-api/docs/video) model, designed
for rapid iteration and building high-volume applications.

- The `gemini-2.5-flash-lite-preview-09-2025` model has been shut down. Use
[`gemini-3.1-flash-lite-preview`](https://ai.google.dev/gemini-api/docs/models/gemini-3.1-flash-lite-preview) instead.
Gemini
Gemini 31 Mar 2026 gemini_api

March 31, 2026

- Launched Veo 3.1 Lite Preview, [`veo-3.1-lite-generate-preview`](https://ai.google.dev/gemini-api/docs/gemini-api/docs/models/veo-3.1-lite-generate-preview), our most
cost-efficient [video generation](https://ai.google.dev/gemini-api/docs/video) model, designed
for rapid iteration and building high-volume applications.

- The `gemini-2.5-flash-lite-preview-09-2025` model has been shut down. Use
[`gemini-3.1-flash-lite-preview`](https://ai.google.dev/gemini-api/docs/models/gemini-3.1-flash-lite-preview) instead.
Gemini
Gemini 26 Mar 2026 gemini_api

March 26, 2026

- Released [`gemini-3.1-flash-live-preview`](https://ai.google.dev/gemini-api/docs/models/gemini-3.1-flash-live-preview), the latest audio-to-audio (A2A) model designed for real-time dialogue and voice-first AI applications. Read the [Live API](https://ai.google.dev/gemini-api/docs/live-api) docs to get started.
Gemini
Gemini 25 Mar 2026 gemini_api

March 25, 2026

- Launched [Lyria 3](https://ai.google.dev/gemini-api/docs/music-generation) music generation models: [`lyria-3-clip-preview`](https://ai.google.dev/gemini-api/docs/gemini-api/docs/models/lyria-3-clip-preview) (30-second clips) and [`lyria-3-pro-preview`](https://ai.google.dev/gemini-api/docs/models/lyria-3-pro-preview) (full-length songs). Both models accept text and image inputs and generate high-quality, 48kHz stereo audio. See the [Music generation](https://ai.google.dev/gemini-api/docs/music-generation) guide for details and code samples.
Gemini
Gemini 25 Mar 2026 gemini_api

March 25, 2026

- Launched [Lyria 3](https://ai.google.dev/gemini-api/docs/music-generation) music generation models: [`lyria-3-clip-preview`](https://ai.google.dev/gemini-api/docs/gemini-api/docs/models/lyria-3-clip-preview) (30-second clips) and [`lyria-3-pro-preview`](https://ai.google.dev/gemini-api/docs/gemini-api/docs/models/lyria-3-pro-preview) (full-length songs). Both models accept text and image inputs and generate high-quality, 48kHz stereo audio. See the [Music generation](https://ai.google.dev/gemini-api/docs/music-generation) guide for details and code samples.
Gemini
Gemini 25 Mar 2026 gemini_api

March 25, 2026

- Launched [Lyria 3](https://ai.google.dev/gemini-api/docs/music-generation) music generation models: [`lyria-3-clip-preview`](https://ai.google.dev/gemini-api/docs/models/lyria-3-clip-preview) (30-second clips) and [`lyria-3-pro-preview`](https://ai.google.dev/gemini-api/docs/models/lyria-3-pro-preview) (full-length songs). Both models accept text and image inputs and generate high-quality, 48kHz stereo audio. See the [Music generation](https://ai.google.dev/gemini-api/docs/music-generation) guide for details and code samples.
Gemini
Gemini 23 Mar 2026 gemini_api

March 23, 2026

- Rolled out [Prepay and Postpay billing plans](https://ai.google.dev/gemini-api/docs/billing) in AI Studio. Existing accounts may be affected; read the [Billing](https://ai.google.dev/gemini-api/docs/billing) documentation for more information.
Gemini
Gemini 19 Mar 2026 gemini_api

March 19, 2026

- Updated OpenAI compatibility feature to support `gemini-3-pro-image-preview` and the `/v1/videos` endpoint with our `veo-3.1-generate-preview` model.
Gemini
Gemini 18 Mar 2026 gemini_api

March 18, 2026

- Released the new [Built-in Tools and Function Calling Combination](https://ai.google.dev/gemini-api/docs/tool-combination) feature, making it possible to use Gemini's built-in tools alongside custom function calling tools in a single API call.
- [Grounding with Google Maps](https://ai.google.dev/gemini-api/docs/maps-grounding#supported_models) is now supported for Gemini 3 models going forward.
Gemini
Gemini 16 Mar 2026 gemini_api

March 16, 2026

- Introduced revamped [Usage Tiers](https://ai.google.dev/gemini-api/docs/billing#about-billing) and [Billing Account spend caps](https://ai.google.dev/gemini-api/docs/billing#tier-spend-caps) for a better user billing experience.
Gemini
Gemini 12 Mar 2026 gemini_api

March 12, 2026

- Introduced [project-level spend caps](https://ai.google.dev/gemini-api/docs/billing#project-spend-caps) to billing in AI Studio.
Gemini
Gemini 10 Mar 2026 gemini_api

March 10, 2026

- Released `gemini-embedding-2-preview`, our first multimodal embedding model. It supports text, image, video, audio, and PDF inputs, mapping all modalities into a unified embedding space. To learn more, see [Embeddings](https://ai.google.dev/gemini-api/docs/embeddings).
Gemini
Gemini 10 Mar 2026 gemini_api

March 10, 2026

- Released `gemini-embedding-2-preview`, our first multimodal embedding model.
It supports text, image, video, audio, and PDF inputs,
mapping all modalities into a unified embedding space. To learn more, see
[Embeddings](https://ai.google.dev/gemini-api/docs/embeddings).

- Deprecation announcement: The `gemini-2.5-flash-lite-preview-09-2025` model
will be [shut down](https://ai.google.dev/gemini-api/docs/deprecations) on March 31, 2026.
Gemini
Gemini 9 Mar 2026 gemini_api

March 9, 2026

- The Gemini 3 Pro Preview model has been [shut down](https://ai.google.dev/gemini-api/docs/deprecations). The `gemini-3-pro-preview` now points to [`gemini-3.1-pro-preview`](https://ai.google.dev/gemini-api/docs/models/gemini-3.1-pro-preview).
Gemini
Gemini 3 Mar 2026 gemini_api

March 3, 2026

- Launched Gemini 3.1 Flash-Lite Preview, the first Flash-Lite model in the Gemini 3 series. Read the [model page](https://ai.google.dev/gemini-api/docs/models/gemini-3.1-flash-lite-preview) for specs, specific updates, and developer guidance.
Gemini
Gemini 26 Feb 2026 gemini_api

February 26, 2026

- Launched Nano Banana 2, [Gemini 3.1 Flash Image Preview](https://ai.google.dev/gemini-api/docs/models/gemini-3.1-flash-image-preview), a high-efficiency
model optimized for speed and high-volume use cases.

- Deprecation announcement: Gemini 3 Pro Preview (`gemini-3-pro-preview`)
will be [shut down](https://ai.google.dev/gemini-api/docs/deprecations) March 9, 2026.
Gemini
Gemini 26 Feb 2026 gemini_api

February 26, 2026

- Launched Nano Banana 2, [Gemini 3.1 Flash Image
Preview](https://ai.google.dev/gemini-api/docs/models/gemini-3.1-flash-image), a high-efficiency
model optimized for speed and high-volume use cases.

- Deprecation announcement: Gemini 3 Pro Preview (`gemini-3-pro-preview`)
will be [shut down](https://ai.google.dev/gemini-api/docs/deprecations) March 9, 2026.
Gemini
Gemini 19 Feb 2026 gemini_api

February 19, 2026

- Released [Gemini 3.1 Pro Preview](https://ai.google.dev/gemini-api/docs/models/gemini-3.1-pro-preview), our latest iteration in the new Gemini 3 series family.
- Launched a separate endpoint `gemini-3.1-pro-preview-customtools`, which is better at prioritizing custom tools, for users building with a mix of bash and tools.
Gemini
Gemini 19 Feb 2026 gemini_app

2026.02.19

Gemini 3.1 Pro: A smarter model for your most complex tasksWhat:Building on the Gemini 3 series, we’re releasing 3.1 Pro, a smarter and more capable model for complex problem-solving. 3.1 Pro is designed for tasks where a simple answer isn’t enough, taking advanced reasoning and making it useful for your hardest challenges. This improved intelligence can help in practical applications — whether you’re looking for a clear, visual explanation of a complex topic, a way to synthesize data into a single view, or a step-by-step plan bringing an ambitious creative project to life.3.1 Pro is rolling out globally to the Gemini app, with higher limits for users with Google AI Pro and Ultra plans. To access, select “Pro” in the model drop down.Why:We want to make Gemini the most helpful AI assistant for everyone. With the advanced reasoning of Gemini 3.1 Pro, you can now tackle your most complex projects with greater confidence.
Brand Impact
Google has upgraded its Gemini AI to a smarter version (3.1 Pro) that's better at handling complicated tasks like detailed analysis, data synthesis, and creative planning. This more powerful AI could favor brands and products that benefit from complex recommendations—such as enterprise software, premium creative tools, and data analytics platforms—since the AI now excels at multi-step reasoning. Conversely, brands relying on simple, quick answers may see less visibility, as the upgraded model prioritizes depth and nuance over brevity.
Gemini
Gemini 18 Feb 2026 gemini_api

February 18, 2026

- Deprecation announcement: The following models will be
[shut down](https://ai.google.dev/gemini-api/docs/deprecations) June 1, 2026:

- `gemini-2.0-flash`
- `gemini-2.0-flash-001`
- `gemini-2.0-flash-lite`
- `gemini-2.0-flash-lite-001`
Gemini
Gemini 17 Feb 2026 gemini_api

February 17, 2026

- The following models are [shut down](https://ai.google.dev/gemini-api/docs/deprecations):

- `gemini-2.5-flash-preview-09-25`
- `imagen-4.0-generate-preview-06-06`
- `imagen-4.0-ultra-generate-preview-06-06`
Gemini
Gemini 29 Jan 2026 gemini_api

January 29, 2026

- Launched support for the Computer Use tool in `gemini-3-pro-preview` and `gemini-3-flash-preview`.
Brand Impact
Google's Gemini AI can now directly interact with computer software and applications across different platforms. This update means the AI could potentially recommend or suggest specific productivity tools, software solutions, or digital workflows more accurately based on a user's context and needs, giving brands in the tech and software space a new opportunity to be surfaced as relevant suggestions.
Gemini
Gemini 22 Jan 2026 gemini_api

January 22, 2026

- Deprecation announcement: The following models will be
[shut down](https://ai.google.dev/gemini-api/docs/deprecations) March 31, 2026:

- `gemini-2.0-flash`
- `gemini-2.0-flash-001`
- `gemini-2.0-flash-lite`
- `gemini-2.0-flash-lite-001`
Brand Impact
Google is discontinuing several Gemini AI Flash models that were previously used for rapid, lightweight interactions. These specific model removals could impact businesses and developers who have built applications relying on these fast-processing AI versions, potentially requiring them to quickly migrate to alternative Gemini models to maintain their current AI-powered services and recommendations.
Gemini
Gemini 21 Jan 2026 gemini_api

January 21, 2026

- Changed the `latest` aliases:

- `gemini-pro-latest` switched to `gemini-3-pro-preview`
- `gemini-flash-latest` switched to `gemini-3-flash-preview`
Brand Impact
Google's AI platform Gemini has renamed two key model aliases from their generic "latest" labels to more specific version-focused names. These updates could subtly shift which AI-generated content and recommendations users see, potentially introducing slight variations in response quality or style across different applications and services using Gemini's technology.
Gemini
Gemini 15 Jan 2026 gemini_api

January 15, 2026

- Deprecation announcement: The following models will be
[shut down](https://ai.google.dev/gemini-api/docs/deprecations) February 17, 2026:

- `gemini-2.5-flash-preview-09-25`
- `imagen-4.0-generate-preview-06-06`
- `imagen-4.0-ultra-generate-preview-06-06`
- The `gemini-2.5-flash-image-preview` has been shut down.
Gemini
Gemini 15 Jan 2026 gemini_api

January 15, 2026

- Deprecation announcement: The following models will be
[shut down](https://ai.google.dev/gemini-api/docs/deprecations) February 17, 2026:

- `gemini-2.5-flash-preview-09-25`
- `imagen-4.0-generate-preview-06-06`
- `imagen-4.0-ultra-generate-preview-06-06`
- The `gemini-2.5-flash-image-preview` model has been shut down.
Gemini
Gemini 14 Jan 2026 gemini_api

January 14, 2026

- The `text-embedding-004` model has been [shut down](https://ai.google.dev/gemini-api/docs/deprecations).
Gemini
Gemini 13 Jan 2026 gemini_api

January 13, 2026

- Added 4k output resolutions for [Veo](https://ai.google.dev/gemini-api/docs/video) and more support for portrait videos in all resolutions.
Gemini
Gemini 12 Jan 2026 gemini_api

January 12, 2026

- Launched model lifecycle feature. Some models will now specify the lifecycle
stage and deprecation timeline. See the following documentation for more
information:

- [Model stages](https://ai.google.dev/api/generate-content#ModelStatus)
Gemini
Gemini 8 Jan 2026 gemini_api

January 8, 2026

- Launched support for Cloud Storage buckets and any public and private DB pre-signed URL as data input source for the Gemini API. The file size limit has also increased from 20MB to 100MB. For details, see [File input methods
guide](https://ai.google.dev/gemini-api/docs/file-input-methods).
Gemini
Gemini 19 Dec 2025 gemini_api

December 19, 2025

- Introduced a breaking change to the Interactions API public preview in v1beta. The `total_reasoning_tokens` field has been renamed to `total_thought_tokens` to better align with the concept of "thoughts" in thinking models.
Brand Impact
Google's Gemini AI platform has slightly modified its technical language around how AI models process reasoning steps. This change might subtly influence how complex reasoning tasks are tracked and potentially alter the depth and transparency of AI-generated recommendations across different brand and product interactions.
Gemini
Gemini 19 Dec 2025 gemini_api

December 19, 2025

- Introduced a breaking change to the Interactions API in v1beta. The `total_reasoning_tokens` field has been renamed to `total_thought_tokens` to better align with the concept of "thoughts" in thinking models.
Gemini
Gemini 17 Dec 2025 gemini_api

December 17, 2025

- Launched Gemini 3 Flash Preview, `gemini-3-flash-preview`, delivering fast
frontier-class performance that rivals larger models at a fraction of the
cost. With upgraded visual and spatial reasoning, and agentic coding
capabilities. Read the documentation on some new features, including:

- [Multimodal function responses](https://ai.google.dev/gemini-api/docs/function-calling#multimodal)
- [Code execution with images](https://ai.google.dev/gemini-api/docs/code-execution#images)
Brand Impact
Google has launched a new, faster and more cost-effective AI model called Gemini 3 Flash Preview that significantly improves visual and coding capabilities. This update means brands and products with complex visual content or technical specifications could now receive more nuanced, accurate AI recommendations, potentially increasing their visibility and precision in AI-powered search and interaction scenarios.
Gemini
Gemini 17 Dec 2025 gemini_app

2025.12.17

Introducing Gemini 3 Flash, a major upgrade to your everyday AIWhat:Gemini 3 Flash is now the new default model in the Gemini app. It offers next-generation intelligence at lightning speed and represents a major capability upgrade over Gemini 2.5 Flash. This model provides PhD-level reasoning comparable to larger models and delivers a significant leap in multimodal understanding, allowing you to ask questions using images, audio, text and more.Gemini 3 Flash can be accessed in the Gemini app by selecting 'Fast' for quick answers and 'Thinking' to help solve more complex problems faster. Gemini 3 Pro is also available as 'Pro' in the model picker and remains the best choice for advanced maths and coding.Why:We want to make Gemini the most helpful AI assistant for everyone. By upgrading our default model to Gemini 3 Flash, we're bringing next-generation intelligence to all your tasks, helping you tackle your most ambitious projects, faster.
Brand Impact
Google has upgraded its Gemini AI platform to a faster, more intelligent default model called Gemini 3 Flash, which offers advanced reasoning capabilities across multiple types of input like text, images, and audio. This change means users will likely receive more nuanced, context-aware recommendations and can expect quicker, more sophisticated responses across different types of queries and tasks.
Gemini
Gemini 12 Dec 2025 gemini_api

December 12, 2025

- Released `gemini-2.5-flash-native-audio-preview-12-2025`, a new native audio model for the Live API. This update improves the model's ability to handle complex workflows. To learn more, see the [Live API guide](https://ai.google.dev/gemini-api/docs/live-guide) and [Gemini 2.5 Flash Native Audio](https://ai.google.dev/gemini-api/docs/models#gemini-2.5-flash-live).
Gemini
Gemini 12 Dec 2025 gemini_api

December 12, 2025

- Released `gemini-2.5-flash-native-audio-preview-12-2025`, a new native audio model for the Live API. This update improves the model's ability to handle complex workflows. To learn more, see the [Live API guide](https://ai.google.dev/gemini-api/docs/live-guide) and [Gemini 2.5 Flash Native Audio](https://ai.google.dev/gemini-api/docs/models/gemini-2.5-flash-live).
Gemini
Gemini 12 Dec 2025 gemini_api

December 12, 2025

- Released `gemini-2.5-flash-native-audio-preview-12-2025`, a new native audio model for the Live API. This update improves the model's ability to handle complex workflows. To learn more, see the [Live API guide](https://ai.google.dev/gemini-api/docs/live-guide) and [Gemini 2.5 Flash Native Audio](https://ai.google.dev/gemini-api/docs/models/gemini-2.5-flash-native-audio-preview-12-2025).
Gemini
Gemini 11 Dec 2025 gemini_api

December 11, 2025

- Launched the Interactions API in Beta. This API provides a unified interface
for interacting with Gemini models and agents. To learn more, see the
[Interactions API](https://ai.google.dev/gemini-api/docs/interactions) guide.

- Launched the Gemini Deep Research Agent in preview. It can
autonomously plan, execute, and synthesize results for multi-step research
tasks. See the [Deep Research](https://ai.google.dev/gemini-api/docs/deep-research) guide for
details.
Gemini
Gemini 11 Dec 2025 gemini_api

December 11, 2025

- Launched the Interactions API. This API provides a unified interface
for interacting with Gemini models and agents. To learn more, see the
[Interactions API](https://ai.google.dev/gemini-api/docs/interactions-overview) guide.

- Launched the Gemini Deep Research Agent in preview. It can
autonomously plan, execute, and synthesize results for multi-step research
tasks. See the [Deep Research](https://ai.google.dev/gemini-api/docs/deep-research) guide for
details.
Gemini
Gemini 11 Dec 2025 gemini_api

December 11, 2025

- Launched the Interactions API. This API provides a unified interface
for interacting with Gemini models and agents. To learn more, see the
[Interactions API](https://ai.google.dev/gemini-api/docs/interactions-overview) guide.

- Launched the Gemini Deep Research agent in preview. It can
autonomously plan, execute, and synthesize results for multi-step research
tasks. See the [Deep Research](https://ai.google.dev/gemini-api/docs/deep-research) guide for
details.
Gemini
Gemini 10 Dec 2025 gemini_api

December 10, 2025

- Launched enhancements to our [text-to-speech models](https://ai.google.dev/gemini-api/docs/speech-generation), Gemini 2.5 Flash TTS preview (optimized for low latency) and Gemini 2.5 Pro TTS preview (optimized for quality), including enhanced expressivity, precision pacing, and seamless dialogue.
Gemini
Gemini 9 Dec 2025 gemini_api

December 9, 2025

- The following Gemini Live API models are now shut down:
- `gemini-2.0-flash-live-001`
- `gemini-live-2.5-flash-preview`
Gemini
Gemini 5 Dec 2025 gemini_api

December 5, 2025

- Gemini 3 billing for [Grounding with Google Search](https://ai.google.dev/gemini-api/docs/google-search) will begin on January 5, 2026.
Gemini
Gemini 4 Dec 2025 gemini_api

December 4, 2025

- Deprecation announcement: The `gemini-2.5-flash-image-preview` model will be shut down January 15, 2026.
Gemini
Gemini 4 Dec 2025 gemini_app

2025.12.04

Solve even more complex problems with Gemini 3 Deep ThinkWhat:Starting today, Google AI Ultra subscribers get access to Gemini 3 Deep Think, Gemini's most advanced reasoning mode. Deep Think uses iterative rounds of reasoning to explore multiple hypotheses simultaneously to solve problems, enabling it to excel at complex tasks including maths, science and logic problems. Gemini 3 Deep Think mode pushes the boundaries of intelligence even further, delivering a meaningful improvement in reasoning capabilities.To access, select 'Deep Think' in the prompt bar and 'Thinking' in the model drop-down. Once you submit your task, Gemini will let you know when your response is ready – generally in a few minutes.Why:We're committed to bringing Google's latest AI innovations faster to Google AI Ultra users, including our most powerful reasoning capabilities to help you tackle even more complex problems.
Gemini
Gemini 3 Dec 2025 gemini_api

December 3, 2025

- Deprecation announcement: The `text-embedding-004` model will be shut down January 14, 2026.
Gemini
Gemini 20 Nov 2025 gemini_api

November 20, 2025

- Released Gemini 3 Pro Image Preview, `gemini-3-pro-image-preview`, the next iteration to the Nano Banana model. Read the [Image generation](https://ai.google.dev/gemini-api/docs/image-generation) page for more details.

Tracking what they’re building

Observed site activity — new pages appearing on each platform’s website, updated daily.

What is the LLM Changelog?

The LLM Changelog is a live, automated tracker that monitors release notes and documentation updates across the largest AI platforms — including OpenAI's ChatGPT, Google's Gemini, Perplexity AI, Microsoft Copilot and Google Search. Changes are crawled daily and presented in a single, searchable feed.

Why AI Platform Changes Matter for Brands

When AI models update their training data, adjust ranking signals or change how they cite sources, the brands and products they recommend can shift overnight. An API change to Gemini or a new feature in ChatGPT can alter which businesses get mentioned in millions of AI-generated responses.

Platforms We Track

We currently monitor ChatGPT release notes, OpenAI developer and model changelogs, Gemini API and app updates, Perplexity product and API changes, Microsoft 365 Copilot release notes, and Google Search Central documentation updates. New sources are added as the AI landscape evolves.

Built by reconnAI

reconnAI tracks how AI systems represent brands in their responses. We monitor mentions, sentiment and citations across ChatGPT, Gemini, Perplexity and more — helping businesses understand and improve their visibility in the age of AI search. Learn more →