What is synthetic research?

Synthetic research uses AI-powered personas that simulate how real buyers, customers, or market segments would respond to your research questions. It produces directional signal — insights to sharpen your hypotheses — before you invest in real primary fieldwork. Gather Synthetic runs AI-moderated interviews across any audience archetype in minutes, not weeks.

How is synthetic research different from real research?

Synthetic research generates directional signal using AI personas, while real primary research collects data from actual people. Synthetic pre-research is faster (minutes vs. weeks), cheaper, and ideal for hypothesis generation and stakeholder alignment. It is not statistically valid and should be used to focus and prioritize real fieldwork, not replace it. Gather offers both synthetic pre-research and real AI-moderated interviews with actual respondents.

What types of research can Gather Synthetic run?

Gather Synthetic supports 14 study types: Brand Perception, Product Feedback, Concept Testing, Competitive Intelligence, CX/NPS Deep Dive, Messaging & Claims Testing, Win/Loss Analysis, Market Segmentation, Pricing Research, Ad & Creative Testing, Customer Journey Mapping, Feature Prioritization, Churn & Retention Analysis, and Audience Discovery.

How much does synthetic research cost?

The first 5 synthetic interviews are free. After that, B2C audience interviews cost $0.50 each and B2B audience interviews cost $5.00 each. There is no subscription required.

How accurate is synthetic research?

Synthetic research is directional, not statistically accurate. Confidence scores reflect internal AI response consistency, not statistical significance. Quantitative projections carry a ±15–20% margin of error. Treat findings as educated hypotheses to validate with real primary research, not as definitive measurements.

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Home improvement & equipment rental · PUBLIC RESEARCH BRIEF

The Home DepotWill a first-time DIYer rent the tool or postpone the project?

The Home Depot's rental page presents tools, large equipment and vehicles, with online rental and store pickup highlighted for some categories. This brief asks what information helps a first-time DIYer decide whether renting is appropriate before committing to the project. It does not assume a rental is safer, cheaper or better than buying or hiring a professional.

Sources checked 2026-09-21 · Simulation results not yet generated

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CHANGE ONE THING. LEARN WHAT MATTERS.

Three questions for the GTM team.

For a first-time Home Depot tool-rental shopper, would a comparison of rent, buy and hire-a-professional considerations or a step-by-step rental pickup overview better help them decide whether to proceed? Use the same project and current local terms, and do not steer unsafe work toward DIY.

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Before reserving a Home Depot rental, which verified details reduce the most uncertainty: item availability, total time window, transport requirements or what is included? Test comprehension using an eligible low-risk tool and distinguish a confident answer from a correct one.

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If the originally considered Home Depot rental is unavailable locally, would showing the next eligible date or directing the shopper to staff support preserve the project better? Treat the alternatives as proposed experiences and do not assume another tool is suitable for the job.

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PROPOSED AUDIENCE

Who should weigh in?

US adults considering a bounded, non-structural home project that may require a commonly rented tool, such as carpet cleaning or pressure washing. Include first-time renters and experienced DIY renters with access to a participating Home Depot location. Exclude hazardous, licensed, structural, electrical and gas work. Proposed recruitment criteria only.

TWO TIME HORIZONS

Trial today. A habit tomorrow?

Near term · 0–90 days

Over 0–90 days, observe consenting adults planning one eligible low-risk project from need recognition through reservation or a deliberate decision not to rent. Record whether they identify the correct tool, local terms, transport and time requirements. Do not reward proceeding when postponing or seeking help is the safer decision.

Longer term · 3–12 months

Over 3–12 months, follow completed renters to understand project completion, return experience and whether they rent again for a comparable need. Track damage, extra time and support separately. A repeat rental is not inherently better than buying, borrowing or professional service.

What would make the result actionable?

Use current store-specific inventory and terms, staff-reviewed project eligibility and consented transaction records. Compare planned with actual rental duration, add-on costs, support and project completion. Any economic estimate must include the shopper's alternatives and observed total cost; simulated intent cannot establish demand or safety.

A Gather simulation returns hypothetical customer reactions. Quantifying revenue, traffic or retention needs actual business inputs and validation against observed behavior.

Public sources

The Home Depot tool and equipment rental overview ↗Current product page; checked 2026-09-21