Semantic Coherence: xAI – Signal Evidence & AI Readability

xAI

(https://x.ai) 📸 Data Snapshot: May 24, 2026
Semantic Coherence — The Lens

Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.

Semantic Coherence Homepage promise vs. Sub-page reality.
20 Impact Weight: 20 / 100
100% Reputation

There is zero detectable semantic drift between the homepage and sub-pages. The H2 ‘One API. Every modality’ on the homepage is directly substantiated by the Grok and Imagine sub-pages, which detail the specific modalities (text, image, video, voice) and provide the corresponding API documentation and pricing.

Semantic Coherence is read from the heading hierarchy first: what each page announces in its H1 and headings, then whether the body actually delivers on it. Below is the structure the engine mapped, followed by the clean text to check for drift between promise and reality.

🏗️ Semantic Structure — heading hierarchy & page identity (the promise the page makes)
HOMEPAGE xAI (https://x.ai)
Title

xAI

Meta

xAI builds Grok — frontier AI models for reasoning, voice, image generation, and more. Build with the Grok API.

H1 Frontier AI modelsfor everything you buildbuild.
H2 One API.Every modality.
H2 Latest news
H2 Choose how to get started
H3 Use Grok in OpenCode
H3 Use Grok in OpenClaw
H3 Skills in web, iOS, and Android
H3 Connect Grok to Hermes Agent
H3 Build on your own
H3 Get extra support
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Grok — Truth-seeking AI Chatbot with Voice & Image Generation | xAI (https://x.ai/grok/)
Title

Grok — Truth-seeking AI Chatbot with Voice & Image Generation | xAI

Meta

Learn about Grok, xAI's truth-seeking AI chatbot. Voice chat, image and video generation, real-time search, coding help, and advanced reasoning — on web, iOS, Android.

H1 The truth-seekingAI assistant.
H2 And much more
H2 Get started
H2 Building on Grok?
H3 Chat
H3 Multi-agent
H3 Search
H3 Imagine
H3 Open Grok
H3 Sign in
H3 Start chatting
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER (https://x.ai/cli/)
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Imagine API: Generate Videos, Images, and Audio | xAI (https://x.ai/api/imagine/)
Title

Imagine API: Generate Videos, Images, and Audio | xAI

Meta

State-of-the-art image and video generation API. Generate, edit, and restyle visuals programmatically — optimized for quality, speed, and cost.

H1 From prompt topixel-perfect reality.
H2 Ready to build?
H2 Powerful without compromise
H2 Common questions
H3 Text & image to video
H3 Virtual try-on
H3 Product placement
H3 Precision edits
H3 Creative restyle
H3 Mockups into reality
📝 The Narrative — clean text per page (homepage promise vs. sub-page reality)
HOMEPAGE · THIN (https://x.ai) xAI
For developers
[H2] One API.Every modality.
Text, code, voice, images, and video — all through a single unified API. Start building in seconds.Get API KeyRead Docs1M+API calls per day<200msMedian latency5+Model familiesimport os
from xai_sdk import Client
from xai_sdk.chat import user
client = Client(
api_key=os.getenv("XAI_API_KEY")
)
chat = client.chat.create(model="grok-4.3")
chat.append(user("Explain quantum computing"))
response = chat.sample()
print(response.content)
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SUB-PAGE (https://x.ai/grok/) Grok — Truth-seeking AI Chatbot with Voice & Image Generation | xAI
Grok∣Available on Web, iOS and Android
[H1] The truth-seekingAI assistant.
Chat, search, reason, and create — all in one place.Answers with what's happening now and speaks your language.Try Grok Get SuperGrok
[H3] Chat
A truth-seeking assistant for everyday work — writing, research, and quick recaps.Answers with reasoning you can follow step by stepGenerates images, video, and code in the same threadNatural voice conversations with low-latency back and forthWhat do you want to know?Fast
[H3] Multi-agent
Multiple agents work in parallel for deeper answers on the hardest questions. Each agent shows its work so you can audit the reasoning.Parallel agents tackle sub-problems simultaneouslyEach agent's reasoning is transparent and auditableResults merge into one coherent, cited answerWhat do you want to know?Fast
[H3] Search
Searches the web and ? live, so answers always reflect what's happening right now — not last year's training data.Live citations from primary sources across the webReal-time ? integration for breaking news and trendsFollow-up questions drill deeper into any topicWhat do you want to know?Fast
[H3] Imagine
Generate images and video from text prompts or reference photos. Restyle, edit, and iterate without leaving the conversation.Text-to-image and text-to-video in one threadEdit generated content with follow-up promptsUp to 2K resolution and 15-second videosWhat do you want to know?FastWhat do you want to know?Fast
[H2] And much more
Everything you need in one assistant — from everyday tasks to deep research.Real-time web searchAnswers grounded in live sources across the webLive ? integrationBreaking news, trends, and posts as they happenDeep reasoningStep-by-step thinking you can follow and verifyMulti-agent modeParallel agents that tackle sub-problems simultaneouslyCode generationWrite, debug, and explain code in any languageImage generationCreate images from text with Grok ImagineVideo generationText-to-video up to 15 seconds at 720pVoice conversationsNatural back-and-forth with sub-second latencyFile & PDF analysisUpload documents and get instant summariesVision understandingAnalyze screenshots, photos, and diagrams30+ languagesSpeak and write in dozens of languages nativelyMemory across chatsRemembers your preferences and past conversationsCanvas for writingLong-form editing with inline suggestionsCustom instructionsTailor responses to your style and needsShareable conversationsShare any thread with a public linkWeb, iOS, and AndroidAvailable everywhere with synced historyThreads and follow-upsContinue any conversation with context intactSuperGrokHigher limits, priority access, and multi-agent
[H2] Get started
Free to try on the web and in the apps. Upgrade to SuperGrok for higher limits and multi-agent reasoning.01
[H3] Open Grok
Go to grok.com on web, or grab the iOS and Android apps.02
[H3] Sign in
Use your X or email account to pick up across every device.03
[H3] Start chatting
Ask anything — switch modes for search, reasoning, voice, or imagery.Open Grok Upgrade to SuperGrok
[H2] Building on Grok?
Access the same models through our API — text, vision, voice, images, and video. One key, every modality, production-ready.Get API Key Read Docs
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SUB-PAGE · THIN (https://x.ai/cli/)

                        
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SUB-PAGE (https://x.ai/api/imagine/) Imagine API: Generate Videos, Images, and Audio | xAI
Grok Imagine∣Available in API
[H1] From prompt topixel-perfect reality.
State-of-the-art image and video generation, editing, and restyling — one API for every visual modality.Try PlaygroundDocumentationUp to 2K resolution10 images per requestVideo up to 15sFrom $0.02 / image
[IMG: A child gazing up at a single airplane drawing a trail through soft cumulus clouds]
[IMG: A child gazing up at an airplane streaking past moonlit clouds and a crescent moon]
[IMG: A long-exposure motion trail sweeping over a wet highway under a clear blue sky]
[IMG: Orange headlight trails sweeping along a rain-slick highway at blue hour]
[IMG: A minimalist glass pavilion glowing under an overcast coastal sky, cinematic]
[IMG: A minimalist glass pavilion glowing beneath a vast Milky Way over the coast]
[IMG: Fuzzy red dice swinging from the rearview mirror of a vintage convertible at sunset]
[IMG: Fuzzy red dice swinging from the rearview of a vintage convertible under a full moon]
“A child gazing up at a single airplane drawing a trail through soft cumulus clouds”“A child gazing up at an airplane streaking past moonlit clouds and a crescent moon”
[H3] Text & image to video
Product demos, visual effects, and creative content. Turn a photo into a cinematic video with smooth pans, zooms, and reveals.Text-to-video and image-to-video in one APIUp to 15-second clips with motion controlHigh-fidelity output across photoreal and stylized scenesCameraClothingPerfumePropertyPhone
[H3] Virtual try-on
Upload a photo of a person and a clothing item — the API generates a video of them wearing it. Perfect for e-commerce and fashion.Combine product and client references into one shotPreserves garment shape, texture, and colorReturns ready-to-use video for product detail pages
[IMG: Product]
Product
[IMG: Client]
ClientTry-on
[H3] Product placement
Turn a single product photo into scroll-stopping content for every channel. Generate up to 10 images per request at 2K resolution.Restage your product in any environment or angleAdd people, change perspective, or shift the sceneUp to 10 images per request at 2K resolution
[IMG: Original]
[IMG: Add Copy]
[IMG: Change Angle]
[IMG: Add a Family]
[IMG: Change Perspective]
OriginalAdd CopyChange AngleAdd a FamilyChange Perspective
[H3] Precision edits
Edit colors and objects with accuracy for complete control over your product showcase.Target specific attributes without disturbing the restIterate on colors, materials, and details in secondsSwitch between image and video edits on demandInputRedFurSilverCatStar
[H3] Creative restyle
Seamlessly switch between styles to reinvent the experience in seconds. Drag the slider to compare the original with the restyle.Apply cinematic, anime, retro, watercolor, and moreSide-by-side compare with the source videoOne source — endless creative directionsOriginalBlockBlockCyberpunkAnimeRetroOrigamiWatercolorMosaic
[H3] Mockups into reality
Turn your rough ideas into multiple realities at the click of a button.Go from sketch or render to polished outputExplore variations across mood, lighting, and styleBridge concept and production with a single prompt
[IMG: Sketch]
SketchAnimated2DReal
[IMG: Product]
Product
[IMG: Client]
ClientTry-onCameraClothingPerfumePropertyPhone
[H2] Ready to build?
Start generating images and videos with just a few lines of code.Create API KeyTry on Playground PythonBashOtherCopyimport xai_sdkclient = xai_sdk.Client()response = client.video.generate( prompt="A glowing crystal-powered rocket launching from Mars", model="grok-imagine-video", duration=10, aspect_ratio="16:9", resolution="720p",)print(response.video.url)
[H2] Powerful without compromise
Our image and video models top the leaderboards on quality, speed, and price.ModelRankPriceLatencyGrok Imagine1Veo 3.1 Fast4Veo 35Sora 2 Pro9Sora 212Source: Artificial Analysis Text-to-Video Rankings, 2026-01-28“Grok Imagine API delivers outstanding video quality with native audio generation, combining photorealistic realism, strong creative style, and an impressive level of control.”fal
[H2] Common questions
About image and video generation, editing, and pricing. For a deeper dive, visit the docs.What image generation capabilities does the Imagine API support?What video generation features are available?How does pricing work for image and video generation?What aspect ratios and resolutions are supported?Can I edit existing images and videos with text prompts?How do I get started with the API?What are the rate limits and input constraints?Is content moderation applied to generated outputs?What is AI product placement for ads?Can I generate both images and videos for ads?Can I generate ad variations at scale?Can I iterate and refine ad creatives?Does this work with Meta, Google, TikTok, and other ad platforms?
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