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Features01 / Ask

LDOO is conversational analytics for agencies and marketing teams.

Ask your data anything. Get an answer worth sending.

The question that takes 20–60 minutes through dashboards and manual analysis takes seconds with LDOO. Every answer is data-backed and grounded in context — baselines, conversation memory, and source-of-truth rules — not just the raw numbers. LDOO remembers your conversations, learns what normal looks like, and carries that context into the next answer.

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Seconds
Typical answer time
All sources
Normalised and queried together
Data-backed
Every answer quality-checked
Cross-client
One question, all accounts
How it works

Question in, explanation out.

1

You ask a question

Type it the way you'd ask a colleague. "How did we perform last month?" or "Which campaign has the best ROAS?" LDOO understands intent, not just keywords.

2

LDOO queries your data live

Your question is translated into a precise query that runs against live marketing APIs and synced data in a single pass. GA4, Google Ads, Meta, Search Console, Shopify - all at once, with the prior periods and account context still intact. No file uploads, no stale exports.

3

You get a real explanation

Not a chart to interpret. A direct answer with the actual numbers, the percentage change, the primary cause, and a clear recommendation you can act on.

4

Refine or take action

Follow up naturally - "break that down by week" or "just show me Meta." Or turn the answer into a report, a client portal, or an automated alert. The answer becomes the output.

For a deeper look at what happens behind every answer, see how the pipeline works.

Choose your output before you ask

Chat, Report, or Portal — set the intent first.

Before you type a question, tell LDOO what you need. Chat gives you a conversational answer. Report shapes the answer for a branded PDF. Portal seeds a live client view. The same question produces different output depending on the mode — so the answer arrives ready for its destination.

Chat
Conversational answer you can follow up on, pin, or forward. The default for exploration and ad-hoc questions.
Report
Answer structured for a branded PDF — executive summary, KPIs, campaign breakdown, recommendations. One click to generate.
Portal
Answer that seeds a live client view. Branded, date-filterable, shareable via link. The client sees it without logging in.
An interface you already know

Works like the AI tools you use every day.

If you have used ChatGPT or Claude, you recognise the interface. Same input, same threaded conversations, same natural follow-ups. The difference is what is behind it: LDOO queries live marketing data via SQL, verifies the results, and returns numbers it can prove.

Same conversational pattern
A single text input. Type what you want to know. No forms, no filters, no dropdowns. The interface disappears so you can focus on the question.
Threaded like you expect
Follow-ups work the way they do in any AI chat. Say "break that down by week" and LDOO knows what "that" means. Context carries forward through the entire conversation.
Streaming responses
Answers appear in real time as they are generated, word by word. You do not wait for a loading spinner - you watch the explanation being written.
The critical difference
General AI tools predict plausible text — they do not execute calculations. LDOO runs a real SQL query against your live marketing data via API and returns numbers it can prove. Every answer shows the query behind it. The AI interprets verified results; it does not generate them.
What you can ask

Built for the questions agencies actually have.

LDOO connects to 11 data sources across ads, analytics, CRM, e-commerce, and UX. Every question queries all relevant sources in a single pass.

“How did Willow & Fern perform last month?”
Full performance summary with conversions, CPA, ROAS, and revenue — compared to the previous period. Cross-source, one answer.
“Which campaign has the best ROAS?”
Ranked list of campaigns by return on ad spend, with spend and conversion data for each. Sorted by what matters.
“Why did conversions drop this week?”
Root cause analysis across channels — identifies which source, campaign, or device drove the change. States the cause directly.
“Compare Google Ads vs Meta last quarter”
Side-by-side channel comparison with spend, conversions, CPA, and ROAS. Period-over-period context included.
“What are our top organic pages?”
Search Console data surfaced instantly — top pages by clicks, impressions, CTR, and average position.
“Which clients need attention right now?”
Cross-client view showing CPA spikes, conversion drops, and budget pacing issues across every account you manage.
Built for agencies managing multiple clients

One question across every account.

Ask “Which clients need attention this week?” and LDOO queries all accounts simultaneously — surfacing CPA spikes, conversion drops, and budget pacing issues in a single view. No clicking into each client. No dashboard cycling.

Cross-client view
Ask one question, see all accounts. LDOO compares performance across your entire portfolio and highlights the outliers that need action.
Data freshness on every answer
Every answer shows exactly how current the data is and which sources it drew from. You always know what you are looking at before sending it to a client.
Client attention banner
The clients page shows which accounts need attention at a glance — stale data, sync failures, unread alerts. Click through to ask a question or fix the issue.
Context that carries forward

Every question builds on the last.

LDOO is not a single-shot question box. It is a threaded conversation that remembers what you asked, what it found, and what you flagged - across the current session and previous conversations.

Threaded follow-ups
Ask "break that down by week" and LDOO knows what "that" refers to. Context carries forward through the conversation so every follow-up refines the last answer.
Cross-conversation memory
Key findings from the last 30 days of conversations about each client are surfaced automatically. LDOO references prior analysis instead of starting from scratch.
Alert-aware answers
If LDOO detected an anomaly for this client - a CPA spike, a conversion drop - it factors that into the answer before you even ask about it.
Feedback that sticks
Thumbs down on an answer? LDOO stores the feedback and avoids repeating the same pattern. The more you use it, the better it gets at answering your specific questions.
From answer to action

Every answer is a launchpad.

An answer is not the end of the workflow. It is the beginning. From any answer, one click takes you to the next step.

Report
Doo a report

Turn any answer into a branded PDF with AI-written executive summary, KPIs, and recommendations.

Portal
Create portal

Generate a live, client-facing data view from the answer. Branded, date-filterable, password-protected.

Alert
Set an alert

Watch this metric going forward. LDOO notifies you when something changes - before anyone asks.

Follow-up
Go deeper

Ask a follow-up question to drill into the detail. The conversation remembers everything.

Turn any answer into a client portal, or learn how one-click reports work.

FAQ

Frequently asked questions

No. You type questions in plain English. LDOO translates them into queries, runs them against your data, and returns the answer in natural language.
Turn any answer into a branded report

Stop pulling data. Start asking questions.

Connect a source, ask one real question, and turn the answer into a report or portal in under five minutes.

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