Perplexity

Most teams treat Perplexity as a better ChatGPT. They run it in the browser, get a sourced answer, copy the link, move on. That works fine for one-off research. It misses the point. Perplexity is the live web layer your stack has been missing. Use it that way and it stops being a tab and starts being infrastructure for how your ops team makes decisions.

What Perplexity Does

Perplexity is an answer engine. It runs a live web search for every question, pulls the relevant passages, and synthesises a cited answer using its own Sonar models (or GPT, Claude, and Gemini if you upgrade). The output is always sourced. The data is always current. That is the whole product.

On top of the engine sit four layers worth caring about for a mid-market team:

• Spaces, the team workspace for grouping prompts, files, and threads around a topic, account, deal, or vendor. Files stay private to the org. Web context stays live.
• Internal Knowledge Search, the connector layer that syncs Google Drive, SharePoint, OneDrive, Box, and Dropbox into Spaces so the same query searches your docs and the open web in one shot.
• Deep Research, a multi-step agent that runs dozens of searches, reads the sources, and returns a structured brief with citations. Lands in 2 to 4 minutes versus a half-day of manual work.
• Comet, the AI browser that takes actions on the open web (fill forms, summarise tabs, compare vendors, draft replies) under explicit IT controls on allowed domains and audit logs.
• Sonar API, the developer surface that returns Perplexity-grade grounded answers with citations as JSON. This is where the automation work actually lives.
• Admin controls, SOC 2 Type II, SSO, SCIM, role-based access, data retention controls, and a default opt-out from model training.

Perplexity's AI

Perplexity is one of very few tools where the model is the product, not a feature bolted on. Sonar handles real-time grounded search at low cost. Sonar Pro adds longer context and richer retrieval. Sonar Reasoning Pro runs chain-of-thought for harder questions. Sonar Deep Research chains dozens of searches into a single brief. The same models are exposed via the API with the exact citations included, which is what makes Perplexity safe to put inside an automation. You always know where the answer came from.

Automations We Build with Perplexity

Perplexity is at its best when it stops being a search box and starts being a callable function inside n8n or a Supabase edge worker. We treat the Sonar API as the live-web layer of the stack and route real workflows through it. The work below is what we actually deploy for mid-market ops teams.

• Pre-meeting briefs that fire automatically the morning of any new external Calendar invite, pull the company and attendee context from the open web, fold in the relevant CRM history, and drop a one-page brief into Slack 30 minutes before the call.
• Inbound lead enrichment that runs every new HubSpot or Pipedrive contact through Sonar Pro, returns funding, headcount, tech stack, and recent press, and writes the structured fields back to the CRM in under 10 seconds.
• Vendor and competitor watch that runs a Deep Research query on a watchlist every Monday morning, posts a diff against last week into a private Slack channel, and tags the ops lead if anything material shifted.
• RFP and proposal first drafts that take an inbound RFP, hit a Space loaded with your past proposals plus the open web, and return a 70 percent draft your AE only has to polish.
• Internal Q and A bots that sit in Slack, accept questions from the team, hit the org's Drive and SharePoint via Internal Knowledge Search, and return a cited answer with the source document linked.
• Regulatory and policy monitors for finance, legal, and compliance teams that watch for changes (new tax guidance, SEC filings, framework updates) and write a 200 word summary into the relevant ClickUp doc.
• Comet Shortcuts for repetitive web work that no API will ever cover (logging into a portal, running the same five reports, exporting the data), wrapped in an approval step so the browser only acts on the domains you allow.

Why Teams Choose Perplexity

• Every answer is sourced. The citations are not a footnote, they are how the product works, which is the only way to put a research layer inside a workflow with confidence.
• Live web access by default. No stale model. The morning's news is in the answer 90 seconds after it is published.
• Internal docs and live web in the same query. Spaces plus Internal Knowledge Search makes it the only consumer-grade tool that does both without a custom RAG build.
• Enterprise hygiene that actually exists. SOC 2 Type II, SSO, SCIM, default no-training, configurable retention. The IT review goes smoothly.
• The Sonar API is priced low enough to put grounded web search inside every workflow that needs it. A simple call lands around $0.006, which means you stop rationing it.

Perplexity integrates with Slack, Google Workspace, Microsoft 365, SharePoint, Drive, Box, and Dropbox out of the box, and through the Sonar API with anything you can call from n8n, Make, Zapier, or a Supabase edge function. Pricing starts at $20 per month for Pro, $40 per seat per month for Enterprise Pro (or $400 per seat annually), and $325 per seat per month for Enterprise Max if you need unlimited Deep Research. Sonar API is pay-as-you-go from $1 per million tokens. That is the kit. The build we do is wiring it into your CRM, Slack, ClickUp, and ops stack so the live web stops living in a separate tab.