| Way | Who leads | How the market is moving | You.com here | How to win |
|---|---|---|---|---|
| Pull on demand Defend | You.com, Exa, Parallel, Tavily, Brave, Perplexity | Browserbase picked Parallel (Oct 2026); Cloudflare picked Ceramic, Exa, Linkup (Oct 2026); Snowflake added Tavily, Brave, Nimble. Targeting: Parallel in insurance, real estate, sales; Tavily in banks and dev tools; Exa in AI-native teams.Example buyersHarvey · legal · You.comGenpact · insurance · ParallelBMO · banking · TavilyJetBrains · dev tools · Tavily | StrongCustomers: DuckDuckGo, Harvey, Factory, MobiTech. 1B+ queries a month, ~$90M ARR (Sacra). | Finance: research and trading agents on the Finance Research API (S&P Global, SEC, 42 exchanges)Insurance: claims and underwriting agents (HanseMerkur is a customer; Genpact automates claims for top-10 US insurers)Marketing / GTM: account-research and content agents (Mimecast: sales content up 20%; GrowthX Labs) |
| Bundled in the model Partner | Google (Gemini grounding), OpenAI, Anthropic | Clouds and labs keep search in-house. Amazon Bedrock Web Search runs on its own index (Aug 2026); Google opened Grounding with Partners, Parallel first (Jul 2026). Targeting: each lab locks search into its own model and bill; outsiders get partner slots.Example buyersHebbia · finance AI · OpenAI searchAon · insurance · Bing groundingPoe · chat app · Anthropic search | SupplierNamed default search for Claude on Azure Databricks; also inside OpenAI gpt-oss and NVIDIA AI-Q. Landscape: Google uses its own index, Anthropic reportedly uses Brave, Cloudflare picked Exa.Next: win the open partner slots: inference clouds and Google partner grounding. | How: List on Google Cloud Marketplace for partner groundingTarget first: Google partner grounding, Claude on Bedrock/Azure, Snowflake, OpenRouter. Inference clouds (checked 20 Oct 2026): • Fireworks: built-in, provider not disclosed. • OpenRouter: Exa default; Parallel, Perplexity, Firecrawl optional. • No built-in search yet (open slot): Together AI (Exa guide), Cerebras (Exa, Parallel, Linkup guides), SambaNova (Exa, Linkup guides), DeepInfra, CoreWeave / W&B Inference, Modal, Replicate, Hugging Face. |
| Push as a stream Enter | Parallel Monitor API (alpha), Exa Websets monitors | Monitors shipped in the last year. Parallel Monitor API (GA), Exa Monitors (Mar 2026), Firecrawl web-scale monitor (Jul 2026), Bloomberg Enterprise MCP (Sep 2026). Targeting: agent builders, life sciences and finance; Dataminr and AlphaSense own risk and research teams.Example buyersGlobal credit union · finance · DataminrFormation Bio · biotech · Parallel MonitorExiger · supply-chain risk · Webz.io | Next to buildParallel and Exa already sell monitors, which proves the demand from agent builders and finance teams.Next: monitors on a re-crawled index that keeps page history, starting with finance event alerts. | How: Lead with a finance event monitor on Knowledge dataTarget first: Harvey, Blackbird.ai, Bluefish.AI, Scalable CapitalFinance: event and market alerts (Scalable Capital)Insurance: claims and risk alertsMarketing / GTM: brand, narrative and competitor monitoring (Bluefish.AI, Blackbird.ai) |
| Deploy privately Partner | Elastic, Glean, cloud marketplaces | Selling compliance and residency. Cohere to combine with Aleph Alpha for EU sovereignty (Sep 2026); Perplexity got FedRAMP; Brave launched zero data retention (Jan 2026); Elastic bought Jina AI. Targeting: regulated and sovereign buyers.Example buyersHSBC · banking · MistralWealthsimple · fintech · GleanUS GSA · government · Perplexity | Via marketplacesAWS, Azure and Databricks marketplaces; zero data retention (ZDR) on the Search and Answer APIs.Next: EU region and SLA, sold through Glean and Databricks. | How: "Private Web Search": EU/UK region, private links, ZDR on all APIs, SLA, DORA terms; ISO 27001 → BSI C5 → FedRAMPTarget first: EU banks and insurers via Glean, Microsoft Foundry, Databricks, Cohere, STACKITFinance and insurance: EU banks and insurers needing ZDR, EU region and DORA terms |
| License in bulk Enter | Common Crawl, Reddit deals with Google and OpenAI | Moving to usage pricing. Reddit pushes usage pricing in its Google renewal; Mercor bought Deeptune (Jul 2026); Exa published a search-trained model study (May 2026); Microsoft and Snowflake run publisher marketplaces. Targeting: AI labs.Example buyersNVIDIA · AI lab · You.comGoogle · AI lab · Reddit licenceOpenAI · AI lab · News Corp licence | Proven with NVIDIANVIDIA Nemotron trained with You.com search (BrowseComp 37% → 45%): the only named AI-lab result for search in training. Buyers also value content rights and freshness, which Reddit, publishers and Bright Data sell today.Next: a packaged index product: replayable snapshots for AI labs. | How: Frozen snapshots, replayable results, burst capacity, date cut-offs; no raw dumpsTarget first: NVIDIA, CoreWeave, AI2, Mistral, Qwen |
| Agent to agent Enter | Google, Microsoft, AWS, Salesforce, SAP (150+ orgs) | Platforms building agent marketplaces. AWS AgentCore Web Search GA (Jun 2026); Exa agent in Gemini Enterprise (Apr 2026); A2A passed 150 organisations. Targeting: Salesforce, Microsoft, AWS and Google own the marketplaces.Example buyersThomson Reuters · info services · AWS AgentCore1-800Accountant · accounting · AgentforceTyson ↔ Gordon Food · food supply · A2A | Ready to packageA blog explainer is live; the Research API already behaves like an agent; payment rails are ready (x402, Stripe MPP, Sapiom).Next: publish an Agent Card; list as an agent in AWS, Azure, Salesforce and Google marketplaces. | How: Signed Agent Card; Google Cloud Marketplace and Gemini Enterprise first, then AWS, Salesforce, Copilot StudioTarget first: Enterprise agent platformsFinance: agents that pay per call via x402 (e.g. trading agents)Marketing / GTM: sales and research agents in Salesforce Agentforce |
Three research passes on 20 Oct 2026 read vendor case studies, customer engineering blogs, subprocessor lists, docs, press and conference coverage from 2023 to Oct 2026.