Pitch-prep research your team can stand behind

Every report is built to be traceable. We link sources throughout — things like government statistics, trade body reports, company disclosures, and other public references — so your team can click through and see where each claim came from. That makes it easy to sanity-check the evidence and decide what's strong enough to use in the pitch versus what should be validated with primary research.

ChatGPT is a general-purpose text generator. It can help you brainstorm, summarize, and draft — but it doesn't run a scoped research workflow or give you a deliverable you can verify. LAILA is built specifically for decision-grade pitch research: defined scope first (category, market, timeframe, competitors, and the decision you're trying to support), targeted evidence collection from multiple public and industry sources, structured analysis with findings reconciled into market context, audience hypotheses, competitive gaps, and implications. You get a forwardable report — not a chat thread — with a clear methodology, sources on every claim, and 'what to validate next.' In short: ChatGPT helps you write. LAILA helps you decide — with sources you can cite.

They're directional behavioral hypotheses, not survey-derived incidence. The goal is to help you narrow and prioritize options early — so you spend primary research budget where it will actually change the decision. We label segments accordingly and call out assumptions.

Treat it like a fast hypothesis engine, not a substitute for real-world measurement. It's most reliable for generating plausible audience segments and reactions, pressure-testing positioning and concepts, and spotting what to validate next. That's why every report includes sources, assumptions, and a 'what to validate with primary research' section — so you know what's solid enough to use now and what needs confirmation.

That's often the most useful outcome — because it shows you where assumptions may be wrong before they get baked into the brief. If LAILA surfaces something unexpected, treat it as a hypothesis to pressure-test, not a final truth. You can trace the sources, review the assumptions, and decide whether it's strong enough to act on — or worth validating with primary research. If it aligns with your current view, you've simply strengthened your recommendation with evidence you can cite. Either way, you walk into the pitch with a clearer, more defensible position.

Start by using LAILA on something you already know. Run an existing brief or past study through it with the same objectives. If the direction matches what you've seen before, you have a validation story the client can understand. To make it easy to defend, every report includes a clear methodology section, sources linked on every claim, and assumptions and confidence notes. If it isn't traceable enough to stand behind, we flag it — or we don't ship it.

No. LAILA does the desk research so your strategists can focus on interpretation, creative thinking, and client counsel. As one partner put it: 'It doesn't give you the insight — it points to behaviors, and we extrapolate the insight.'

Reports start at $149+ per report for pay-as-you-go. For ongoing usage, we scope a plan based on volume and needs. One agency partner runs 70–80 reports/month on a custom arrangement.