Pitch-ready research your team can defend

We source-link claims throughout—government statistics, trade and industry reports, company disclosures, and other public references so your team can click through for sources.

It's easy to sanity-check the evidence and decide what to use in the pitch versus what needs primary validation.

ChatGPT is a general-purpose text generator. It’s useful for drafting and brainstorming but it doesn’t run a scoped research workflow or produce a verifiable deliverable.

LAILA is built for decision-grade pitch research. You define the scope (category, market, timeframe, competitors, and the decision). We gather evidence from multiple public and industry sources, then structure it into market context, audience hypotheses, competitive gaps, and clear next steps—with sources linked on every claim.

You get a forwardable readout, not a chat thread.
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ChatGPT helps you write.
LAILA helps you decide—with sources you can cite.

They’re directional behavioral hypotheses—not survey-derived incidence rates. 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 them as hypotheses, call out assumptions, and flag what should be validated next.

Treat it as 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 surfacing what to validate next. That’s why every readout includes sources, stated 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 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 a client will understand.

To make it easy to defend, every report includes clear methodology, sources linked on every claim, and stated assumptions with confidence notes. If something isn’t traceable enough to stand behind, we flag it or we don’t ship it.

No. LAILA does the desk research so 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 on a pay-as-you-go basis. For ongoing usage, we scope a plan based on volume and workflow needs. Some agency partners run dozens of reports per month on a custom arrangement.