MEDIA ADVERTISING

Run the business behind the audience

Subscriber growth, ad revenue, content performance, retention. Ask in plain English. Walk into the next exec meeting with this morning’s numbers.

Trusted by media companies

Querio understands the revenue and inventory model behind a media business.

3w to 30m

Cut time-to-new-report from 3 weeks to 30 minutes

One definition of audience, fill, and revenue

The metrics that drive a media business — subscriber definitions, content tiers, ad fill rate, attribution rules, revenue mix — live inside Querio’s Context layer. Versioned and shared, so editorial, sales, and finance all use the same definition. Change the rule once and every place that uses it updates. The board deck and the sales deck stop disagreeing on the number.

Revenue and audience reports that don’t go stale

Build the revenue or audience Board once. Subscriptions, ad revenue, audience by source, content engagement, churn cohorts. It refreshes on a schedule from a reactive Notebook, so when definitions or attribution rules change, the Board updates with it. Mark a Board “verified” so the team knows what finance has signed off on.

Ask the audience or revenue question, get the answer

Editorial, sales, and finance ask Querio in plain English: “subscription retention by content tier?”, “ad fill rate by inventory type?”, “which content drives the most signups?”. Querio returns the answer with the analysis behind it, so finance can audit and the data team can re-run when needed. The agent gets sharper as your team accepts answers and Context tightens.

best_data_tool

import querio

# load shared logic and context

ctx = querio.context()

# notebooks, agents, and access surfaces

app = querio.workspace(ctx)

Built for media and ad-tech

Plain-English Explore

Editorial, sales, ops, finance ask without SQL.

Connects where your data lives

Querio queries the warehouse where your CMS, ad server, Stripe, ESP, and event-tracking data lands.

Embed and share

Boards live on a URL. Embed in a partner portal via iFrame, expose via API, or drop in Slack.

“I’ve been really surprised with how well Querio works. The team is a lot more self-sufficient than I assumed they could be."

Built for teams that can't compromise on security.

SOC 2 Type II. Customer data is never used to train models. RBAC and SSO. Querio runs against your warehouse using your existing credentials.

Your data is never used for training

Querio has read-only access to your data. We cache conversation previews so your past chats load fast — nothing else is stored, and nothing is ever used for training, on our side or our model providers'.

Your data is never used for training

Querio has read-only access to your data. We cache conversation previews so your past chats load fast — nothing else is stored, and nothing is ever used for training, on our side or our model providers'.

Your data is never used for training

Querio has read-only access to your data. We cache conversation previews so your past chats load fast — nothing else is stored, and nothing is ever used for training, on our side or our model providers'.

Your queries run inside your infrastructure

Querio's code execution environment — where credentials live and queries hit your database — can run on your own infrastructure. Your data never leaves your perimeter to be queried.

Your queries run inside your infrastructure

Querio's code execution environment — where credentials live and queries hit your database — can run on your own infrastructure. Your data never leaves your perimeter to be queried.

Your queries run inside your infrastructure

Querio's code execution environment — where credentials live and queries hit your database — can run on your own infrastructure. Your data never leaves your perimeter to be queried.

SOC 2, GDPR, and HIPAA ready

Compliance documentation ready for procurement. BAAs available for healthcare, full GDPR alignment for EU data.

SOC 2, GDPR, and HIPAA ready

Compliance documentation ready for procurement. BAAs available for healthcare, full GDPR alignment for EU data.

SOC 2, GDPR, and HIPAA ready

Compliance documentation ready for procurement. BAAs available for healthcare, full GDPR alignment for EU data.

Built for security reviews

Documentation, architecture diagrams, and security questionnaires ready to go. We've been through the review process — we know what your team needs.

Frequently Asked Questions

Does Querio work with our ad server, CMS, and ESP?

Can it model attribution and retention?

Can I share a Board with a partner or client?

Will my editorial or sales team need SQL?

How fast to start?

Buy better. Sell faster. Stock smarter

Buy better. Sell faster. Stock smarter