Perplexity vs Google AI
Side-by-side trajectory, velocity, and editorial themes.
Perplexity pivoted from search API to agent platform with February's Agent API GA.
Perplexity now operates as a multi-surface developer platform: Search API, Agent API, Embeddings API, and a growing roster of third-party models routed through one OpenAI-compatible endpoint. The last six months added official Python and TypeScript SDKs, an MCP server, file attachments, and one-click integrations across Cursor, VS Code, Claude Desktop, n8n, and OpenClaw. Security and DX have matured in parallel — one-time-reveal keys, automated rotation, an interactive Search playground.
The center of gravity is shifting from search-augmented chat to autonomous agents that call tools, search the web, and reason over documents. Perplexity is also taking on a model-gateway role, exposing OpenAI, Anthropic, Google, NVIDIA, and xAI models behind its own /v1/agent endpoint. Distribution is moving from direct API integration toward embedded surfaces — MCP, n8n, AWS Marketplace — which lowers procurement and discovery friction for enterprise buyers.
Expect tighter agent-orchestration primitives next — handoffs, multi-tool plans, persistent memory — and an expansion of the Embeddings API into reranking. The AWS Marketplace listing suggests a deliberate enterprise sales motion is forming around the Agent + Search + Embeddings bundle.
I/O 2026: Gemini 3.5 lands as Google bets the stack on agentic action.
Google's consumer AI surface is mid-I/O 2026 announcement burst. Gemini 3.5 ships as a frontier model framed around 'action' rather than chat, alongside a $100/mo AI Ultra tier, expanded AI Mode in Search, voice-native Workspace tools, and a Beam group-meeting experiment. The framing across launches is consistent: Gemini is no longer positioned as a model but as an agent embedded in Search, Workspace, and devices.
The product line is converging on two arcs: agentic action and tiered monetization. Capability releases (Gemini 3.5, agentic Workspace, AI Mode) are arriving in lockstep with a steeper subscription ladder, and Search is being openly reframed away from the keyword model. Side bets like Beam and community investments suggest Google is willing to fund longer-horizon hardware and brand work while the model layer carries the revenue narrative.
Expect Gemini 3.5 'action' capabilities to surface in Workspace agents and Android over the next two quarters, with AI Ultra positioned as the gating tier. Watch for a developer-facing agent runtime to follow the consumer rollout.
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