Research

AI Market Statistics & Adoption

AI market size, adoption rates, platform share, spend, and growth statistics for 2026. Data-backed reference points for marketing teams building the AI visibility case.

The numbers marketing teams need to size the opportunity and defend a budget: adoption curves, platform share, spend, and forecast data, each with its sourcing shown.

AI Search Statistics 2026

Comprehensive 2026 AI search statistics covering adoption rates, market size, user behavior, and platform growth. Data-driven insights for marketers.

AI Platform Market Share 2026

AI platform market share data for 2026: ChatGPT vs Perplexity vs Claude vs Gemini. Adoption trends, user demographics, and growth trajectories.

AI Visibility Agency Landscape 2026

Analysis of the emerging AI visibility and GEO agency market. Which agencies offer AI Overviews optimization, Perplexity visibility services, and comprehensive GEO strategies.

AI Search Advertising Landscape 2026

How advertising works in AI search platforms. Analysis of Perplexity sponsored results, Google AI Mode ads, and ChatGPT commercial placements in 2026.

How Web3 Users Discover Projects: 2026 Data

Statistics on how Web3 users discover new projects in 2026, with AI assistants as a growing discovery channel. Survey data from 2,400+ Web3 users across DeFi, NFT, and infrastructure categories.

llms.txt Adoption by Industry 2026

Industry benchmarks for llms.txt adoption, directive density, and Allow-to-Disallow ratios. See which sectors are publishing AI access files and which are not.

State of GEO 2026

The definitive 2026 annual report on Generative Engine Optimization. Adoption data, budget benchmarks, team structures, tooling landscape, and what changed in the past 12 months.

State of llms.txt 2026

Annual report on the llms.txt convention: adoption trajectory, platform support, emerging best practices, common mistakes, and what to expect in the next 12 months.

ProRata Content Marketplace in 2026

ProRata's position in the AI content monetization market as of April 2026: founder thesis, publisher base, attribution methodology, AI-buyer participation, and how it competes with Cloudflare PPC, TollBit, and ScalePost.

ScalePost Marketplace in 2026

ScalePost's position as a publisher-side aggregator in the AI content monetization market in April 2026: model, publisher participation, AI-buyer access, pricing approach, and how it complements other marketplaces.

Apple Intelligence Usage Statistics 2026

Comprehensive Apple Intelligence usage data for 2026: device penetration, surface usage breakdown (Siri, Spotlight, Visual Intelligence), Private Cloud Compute share, ChatGPT route share, and the brand visibility implications.

Meta AI Usage Statistics 2026

Comprehensive Meta AI usage data for 2026: WhatsApp, Instagram, Facebook, and Messenger surface adoption; geographic distribution; and the brand visibility implications of Meta's social-graph-aware AI surface.

Perplexity Comet Usage Statistics 2026

Comprehensive Perplexity Comet usage data for 2026: monthly active users, agentic-task volume, page-summary volume, geographic distribution, and the brand visibility implications of the leading AI-native browser.

ChatGPT Atlas Usage Statistics 2026

Comprehensive ChatGPT Atlas usage data for 2026: monthly active users, surface-volume breakdown, Memory-enabled session share, agentic-task volume, geographic distribution, and the brand visibility implications of OpenAI's AI-native browser.

Air-Gapped LLM Deployment Statistics 2026

Adoption data for air-gapped and isolated LLM deployments in 2026 across defence, healthcare, finance, and legal sectors. Compliance drivers, deployment patterns, and the hidden brand-visibility surface.

AI Incident Database Statistics 2026

Comprehensive 2026 statistics from public AI incident databases: total reported incidents, categories, severity, geographic distribution, and trends across the AIID, OECD AI Incidents Monitor, and MIT AI Risk Repository.

AI Tool Marketplace Economics 2026

Economic data on AI tool marketplaces in 2026: GPT Store, Claude apps, Gemini extensions, MCP server directories. Distribution, monetisation, top categories, and how brands win marketplace placement.

AI Chip Market Share 2026

Market share data for AI accelerator chips in 2026: NVIDIA, AMD, Apple Silicon, Google TPU, AWS Trainium / Inferentia, plus emerging players (Cerebras, Groq, Etched, Tenstorrent).

AI Content Watermarking Adoption 2026

Adoption statistics for AI content watermarking and provenance standards in 2026: SynthID, C2PA Content Credentials, OpenAI provenance, Adobe / Microsoft / TikTok / Meta adoption.

AI in Education and Cheating Statistics 2026

How AI is used in K-12 and higher education in 2026: student adoption, teacher attitudes, cheating rates, AI-detection effectiveness, and the institutional response.

AI in Legal Statistics 2026

How AI adoption looks in law firms and in-house legal departments in 2026. Harvey, Spellbook, Eve, and the BigLaw rollouts. Adoption rates, license counts, oversight tooling, and the security-concern barriers slowing further deployment.

AI in Healthcare Statistics 2026

How AI adoption looks in hospitals, providers, and payers in 2026. 1,357 FDA-cleared AI medical devices, 80 percent hospital adoption, 75 percent of US health systems using or planning AI, and the reimbursement gap that is slowing further deployment.

AI in Financial Services Statistics 2026

AI adoption in banks, insurance, asset managers, and fintechs in 2026. 81 percent industry adoption, 40 percent at advanced stages, fintechs leading incumbents 47 to 30 percent, agentic AI surging in PE and midsize firms.

AI in HR and Recruiting Statistics 2026

How AI adoption looks in HR and recruiting in 2026. 87 percent of companies using AI in recruitment, 82 percent of large corporations using AI resume screening, autonomous sourcing agent rollouts, and candidate-trust gaps.

AI in Retail and Ecommerce Statistics 2026

How AI adoption looks in retail and ecommerce in 2026. 80 percent of retailers piloting or deploying generative AI, 4700 percent YoY growth in AI-referred traffic, 96 percent using AI for customer support, and the use-case-level breakdown.

SMB AI Adoption Statistics 2026

How small and medium-sized businesses are adopting AI in 2026. 58 percent of small businesses use generative AI, 83 percent of growing SMBs versus 55 percent of declining ones, and the SMB-versus-enterprise adoption gap.

AI Adoption by Job Function 2026

Which job functions use AI most in 2026: engineers, marketers, sales, HR, finance, customer support, legal. Daily-use percentages, primary use cases, and the structural differences in adoption depth by function.

AI Spend per Employee 2026

Average annual AI tool spend per employee in 2026: $1,240 enterprise cross-industry, $3,200 in financial services, $18,000 average SMB AI spend. Benchmarks by company size, industry, and use-case mix.

State of Schema.org for AI Search 2026

Schema.org adoption hit 51% of web pages in 2024. JSON-LD dominates at 70% of structured-data sites. AI Overview citations run 3.1x higher on schema-valid pages. Snapshot for 2026-05-15.

Local-First AI Assistant Landscape 2026

Local-first AI assistants compared in 2026: OpenClaw 372K stars, Open Interpreter, LocalAI 35K+ stars, Jan.ai, AnythingLLM, Continue.dev. Snapshot for 2026-05-15.

HBM Market Share 2026: SK hynix vs Samsung vs Micron

HBM market share 2026: SK hynix 50-62%, Samsung 25-40%, Micron 5-20%. HBM3E dominates shipments, HBM4 ramping. Snapshot for 2026-05-15.

Logistics & Supply Chain AI Landscape 2026

Logistics AI 2026: project44 tracks 1.5B shipments/yr, Flexport shipped 45+ AI products in 2025, Pando agents for procurement, Stord SaaS for mid-market. Snapshot for 2026-05-15.

Chinese AI Chips Landscape 2026

Chinese AI chip companies 2026: Huawei Ascend 910C (600K units), Cambricon Siyuan (500K target), Biren, Moore Threads, MetaX. Government-approved list excludes NVIDIA.

MMM Adoption Rate 2026

Survey-based analysis of marketing mix modeling adoption in 2026 by industry, brand size, and whether the model includes AI search as a discrete channel.

MMM Vendor Landscape 2026

Analysis of the commercial MMM vendor market in 2026: pricing, methodology depth, AI search support, customer mix, and competitive positioning.

LLM Share of Voice by Industry 2026

Industry-level benchmarks for LLM share of voice across major AI platforms in 2026. Category leaders, concentration ratios, and the gap between top and bottom.

Incrementality Testing Adoption Rate 2026

Survey of incrementality testing adoption in 2026 by brand size and industry. Geographic vs platform-side, test frequency, and AI search lift testing prevalence.

AI Lab Revenue and Valuation Comparison 2026

Side-by-side AI lab revenue and valuation in 2026: Anthropic ~$30B ARR, OpenAI ~$25B ARR, Google AI ~$28B, Mistral, Cohere, xAI, plus public-cloud AI lines.

AI Search Engine Market Share 2026

AI search engine market share in 2026: ChatGPT 60.7% of AI-chat share, Gemini 15%, Copilot 13.2%. Plus ChatGPT Search query volume, Perplexity, and the informational-query share AI is taking from Google.

AI Video Market Post-Sora Shutdown 2026

OpenAI shut Sora on 26 April 2026 after $15M/day operating losses vs $2.1M lifetime revenue. The video AI market reshape: Veo 3, Runway Gen-4, Pika, Kling, Hailuo, plus the Lionsgate-Runway deal.

Mixture of Experts Open-Weight Adoption 2026

MoE adoption in open-weight LLMs 2026: DeepSeek V4, Qwen3 235B-A22B, Llama 4 Maverick/Scout, GLM-4.5, Mixtral 8x22B, DBRX. Active parameter trends, sparsity ratios, inference economics.

Open-Weight License Landscape 2026

AI open-weight model license landscape 2026: Apache 2.0, MIT, Llama Community Licence, Tongyi Qianwen, Gemma, OpenRAIL, CC-BY-NC. Adoption share, commercial restrictions, procurement guidance.

AI in Influencer Marketing Statistics (2026)

92% of brands use or are open to AI for influencer marketing and 59% already do. Explore 2026 stats on brand-side adoption, creator discovery, and AI use cases in influencer programs.

AI Visibility for Influencer Marketing Agencies (2026)

How influencer marketing agencies get recommended by AI assistants and how to deliver AI-visibility services to creator clients. Positioning, case studies, category pages.

AI Lab Secondary Market Signals 2026

Carta, Forge, and EquityZen secondary trades imply Anthropic at $1T and OpenAI well above the Q1 primary mark. What secondary-market signals tell us about IPO pricing for the major AI labs.

AI Coding Tool Market Share Statistics 2026

AI coding tool market share statistics for 2026. Cursor, GitHub Copilot, Cline, Aider, Continue, Codex, Claude Code adoption and usage patterns.

Enterprise LLM Adoption Statistics June 2026

Enterprise LLM adoption statistics compiled from McKinsey, BCG, Gartner, Deloitte, and IBM 2026 surveys. Penetration rates, spend patterns, vendor concentration, and ROI signals.

ChatGPT Usage Statistics 2026

Comprehensive ChatGPT usage statistics for 2026: 900M+ weekly active users, session data, enterprise vs consumer split, geographic breakdown, and growth trajectory since 2023.

Perplexity Usage Statistics 2026

Perplexity AI usage data for 2026: 500M+ monthly queries, citation rates, user demographics, enterprise adoption, and comparison with Google search volume.

AI in Marketing Statistics 2026

Comprehensive AI in marketing statistics for 2026: adoption rates, budget allocation, ROI metrics, top use cases, and AI tool usage by marketers across industries.

Zero-Click Search Statistics 2026

Zero-click search statistics for 2026: 65%+ of searches end without a click. AI Overviews impact, mobile vs desktop rates, trends from 2019–2026, and implications for brands.

AI Content Creation Statistics 2026

AI content creation statistics for 2026: percentage of content created with AI, detection rates, quality benchmarks, publisher adoption, and AI content in search results.

How Consumers Discover Brands: 2026 Data

Brand discovery statistics for 2026: channel breakdown by search, social, AI, word-of-mouth. Data by age group, purchase category, and AI assistant influence on buying decisions.

AI Marketing ROI Statistics 2026

AI marketing ROI data for 2026: average ROI by use case, cost savings, revenue impact, time savings, AI vs traditional marketing ROI, and industry-specific benchmarks.

AI Adoption Statistics by Industry 2026

AI adoption rates by industry in 2026: technology, finance, healthcare, retail, education, manufacturing. Detailed tables with adoption %, use cases, and AI spending per industry.

AI Visibility Monitoring Pricing Guide 2026

Complete AI visibility monitoring pricing guide for 2026: market comparison, cost ranges by tier, feature breakdowns, hidden costs, and ROI justification data.

GEO vs SEO: Cost Comparison 2026

GEO vs SEO cost comparison for 2026: monthly tool spend, agency costs, in-house team costs, combined strategy budgets, and ROI comparisons between GEO and SEO.

AI Marketing Budget Guide 2026

AI marketing budget guide for 2026: how much to allocate, budget breakdowns by company size, benchmarks by industry, and scaling strategies as AI adoption grows.

The Cost of Ignoring AI Visibility: 2026 Data

Data-driven analysis of the cost of ignoring AI visibility in 2026: revenue impact, competitor advantage, market share loss, and real-world case studies with hard numbers.

Gemini Usage Statistics 2026

Gemini and Google AI Overviews usage statistics for 2026: monthly active users, query volume, Workspace integration, AI Overviews coverage, and growth across the Google ecosystem.

Claude Usage Statistics 2026

Claude usage statistics for 2026: Claude.ai monthly active users, Claude API adoption, enterprise Claude rollouts, Claude Code usage, and growth trajectory across Anthropic surfaces.

Google AI Overviews Usage Statistics 2026

Google AI Overviews data for 2026: query coverage, citation patterns, click-through rates, vertical breakdown, and SEO impact across Google Search.

AI Citation Statistics by Industry 2026

How AI platforms cite sources differently across 14 industries: SaaS, fintech, healthcare, e-commerce, legal, manufacturing, and more. Citation rates, source mix, and visibility benchmarks.

Enterprise AI Adoption Statistics 2026

Enterprise AI adoption data for 2026: deployment rates, budget allocation, top use cases, vendor mix, ROI benchmarks, and adoption maturity by industry and company size.

AI Search vs Google Search Statistics 2026

How AI assistants stack up against Google Search in 2026: query volume, query share by category, demographic differences, and the trajectory of search-to-AI substitution.

Llama Usage Statistics 2026

Comprehensive Llama usage statistics for 2026: Meta's open-weight model family adoption across self-hosted enterprise deployments, fine-tunes, developer tooling, and brand visibility surfaces.

Mistral Usage Statistics 2026

Comprehensive Mistral usage statistics for 2026: European sovereign-AI adoption, multilingual deployment, Le Chat consumer growth, and brand visibility implications across the EU.

Grok Usage Statistics 2026

Comprehensive Grok usage statistics for 2026: xAI's assistant adoption, X platform integration, real-time data access, and brand visibility implications for news, finance, and high-velocity categories.

Microsoft Copilot Usage Statistics 2026

Comprehensive Microsoft Copilot usage statistics for 2026: Microsoft 365 Copilot enterprise adoption, GitHub Copilot developer reach, Bing AI integration, and brand visibility implications.

DeepSeek Usage Statistics 2026

DeepSeek usage statistics for 2026: weekly active users, API adoption, geographic distribution, enterprise deployment patterns, and the open-weight ecosystem built on DeepSeek-R1, DeepSeek-V3, and DeepSeek-V4 models.

Yi (01.AI) Usage Statistics 2026

Yi model usage statistics for 2026: 01.AI consumer app users, Yi-Lightning and Yi-Large adoption, enterprise deployments, multilingual coverage, and growth across the Yi open-weight ecosystem.

AI in Real Estate Statistics 2026

AI in real estate statistics for 2026. 64 percent brokerage adoption, listing-copy automation leading, 3.1x ROI on lead scoring, and how buyers find agents via AI assistants.

AI in Manufacturing Statistics 2026

AI in manufacturing statistics for 2026. 72 percent plant-floor adoption, predictive maintenance leading, 4.2x ROI on quality inspection, and rising B2B buyer AI discovery.

AI in Insurance Statistics 2026

AI in insurance statistics for 2026. 77 percent carrier adoption, claims automation leading, 3.6x ROI on fraud detection, and how policy shoppers discover carriers via AI.

AI in Government and Public Sector Statistics 2026

AI in government and public sector statistics for 2026. 56 percent agency adoption, citizen-service chat leading, procurement growth, and AI visibility for govtech vendors.

AI in Media and Publishing Statistics 2026

AI in media and publishing statistics for 2026. 81 percent newsroom adoption, content workflows leading, traffic shifts from AI answers, and why GEO matters for publishers.

AI in Travel and Hospitality Statistics 2026

AI in travel and hospitality statistics for 2026. 70 percent operator adoption, trip planning shifting to AI assistants, 2.9x ROI on dynamic pricing, and GEO for hotels.

AI in Automotive Statistics 2026

AI in automotive statistics for 2026. 74 percent OEM adoption, ADAS and manufacturing leading, 3.4x ROI on quality, and how car buyers research models via AI assistants.

AI in Cybersecurity Statistics 2026

AI in cybersecurity statistics for 2026. 83 percent SOC adoption, threat detection leading, 4.5x ROI on automated triage, and how security buyers shortlist vendors via AI.

AI in Energy and Utilities Statistics 2026

AI in energy and utilities statistics for 2026. 65 percent utility adoption, grid optimization leading, 3.3x ROI on predictive maintenance, and AI visibility for vendors.

AI in Gaming Statistics 2026

AI in gaming statistics for 2026. 79 percent studio adoption, content and QA leading, 3.0x ROI on testing automation, and how players discover games via AI assistants.

Data Center Power Demand Tracker 2026

Global data center power demand measured in gigawatts of capacity rather than terawatt-hours consumed. 2025 and 2026 figures, the 2030 trajectory, AI share of the total, and why capacity is the binding constraint.

Grid Interconnection Queue for AI Data Centers

How long it takes to connect an AI data center to the grid in 2026. Queue sizes by region, median wait times from CAISO to ERCOT, the ERCOT large-load backlog, and why interconnection has replaced chips as the bottleneck.

Electricity Price Impact of AI Data Centers

What AI data centers have done to consumer electricity bills in 2026. PJM capacity price moves, state-level residential rate increases, the cost-allocation debate, and what the forecasts say through 2027.

Data Center Moratoriums and Local Opposition

How much AI data center capacity local opposition blocked in 2026. Cancellation counts, dollar value stalled, moratorium tallies, the growth in opposition groups, and which community concerns actually stop projects.

Inference vs Training Compute Split

How AI compute spending divides between training and inference in 2026. The crossover from training-dominated to inference-dominated, lifetime compute share, agentic workload multipliers, and what it changes.

Data Center PUE and Efficiency Trends

Power usage effectiveness across AI data centers in 2026. Why PUE improvements have plateaued, what liquid cooling changes, the limits of the metric for AI workloads, and better efficiency measures.

Carbon Intensity of AI by Region

Why the same AI query emits very different amounts of carbon depending on where it runs. Grid carbon intensity by region, the gap between matched and hourly clean energy, and what it means for AI emissions accounting.

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