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Dativue

Find product opportunities.Decide what to test first.

Give your AI a niche and a customer. Dativue brings in real conversations, competing solutions and search demand, so you can find a specific problem worth testing before you build.

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Your product opportunity brief

A problem worth testing. Evidence you can inspect.

Up to three specific problems

See who has the problem, when it happens and what remains unsolved.

Evidence for and against payment

Separate actual purchase reports from interest, complaints and spending on other solutions.

One practical demand test

Get a recommendation, open questions and a measurable test before development.

Original sources included

A problem worth testing. Evidence you can inspect.

Connect customer frustrations to existing alternatives and payment evidence, then choose the smallest useful demand test.

Up to three specific problems

See who has the problem, when it happens and what remains unsolved.

Evidence for and against payment

Separate actual purchase reports from interest, complaints and spending on other solutions.

One practical demand test

Get a recommendation, open questions and a measurable test before development.

Real sources. Better research.

Dativue brings these public sources into your AI. You choose the target and market; your AI connects the evidence to the decision you want to make.

See what Dativue actually found.

A real research example. The source links and collected metrics sit alongside the recommendations they support.

A Meta ads problem worth testing before building

153 comment records across 2 TikTok videos and 9 Reddit threads · 38 English review records · 14 US keyword metrics

Collected 11 Oct 2026
Research request

Investigate problems business owners face with Meta ads in the US market, in English. Compare existing solutions, look for payment evidence and recommend a demand test.

The strongest hypothesis is a simple lead-to-booked-job checkup for one local-service niche. Public evidence shows frustration, but willingness to pay among US owners remains unproven.

01

Leads do not always become conversations or jobs

Problem evidence

What was retrieved

A cleaning-video commenter reports repeatedly running ads without clients. An interior-design account describes unresponsive leads despite higher-intent forms, qualification questions and follow-up within 30 minutes.

What to test next

Investigate where local-service leads stop: reachable prospect, booking, completed job or payment. Do not assume the cause is fake leads or missing software.

Cleaning-business ad discussion14 comments retrieved · date identifies the selected comment
Interior-design leads ignore follow-upExact post and 8 comment records retrieved · owner status unknown
02

Existing tools already cover much of the workflow

Alternative check

What was retrieved

HighLevel advertises CRM pipelines, booking and reporting from $97/month. CallRail offers attribution and lead reporting. The gap may be simpler setup and interpretation, rather than a new capability.

What to test next

Ask one service niche whether its current tools answer which ad leads become booked work. Compare the proposed checkup against what owners already use.

HighLevel features and pricingOfficial advertised Starter price $97/month · not a completed checkout
CallRail lead tracking and reportingOfficial feature and pricing page · billing-mode ambiguity preserved
03

Adjacent purchases do not validate the proposed product

Payment test

What was retrieved

A reporting practitioner explicitly says they paid for Motion in May 2024. An October 2025 Madgicx reviewer reports buying a year but barely using it. Neither identifies a verified US owner willing to buy this checkup.

What to test next

Offer ten qualified US cleaning-business owners a four-week manual checkup for $99. Treat three initial purchases and two voluntary second-month payments at $49 as an exploratory pass criterion, not validated pricing.

A self-reported reporting-tool purchase8 comments retrieved · practitioner and country not verified
A paid year with little reported useOne selected review · country and customer segment unknown

This selected public sample is not representative. Most commenters' countries and some authors' owner status are unknown. Payment reports are unverified and concern existing tools or services. Search metrics were updated in September 2026; their latest monthly observations were August. The 38 English reviews were selected from 40 returned Trustpilot records. Proposed prices and success criteria are experiment assumptions, and no paid experiment was run.

Your question. A clear research path.

  1. 01

    Copy the prompt into your AI.

    Your AI checks its Dativue connection and helps you complete the supported setup if needed.

  2. 02

    Add the context it asks for.

    Describe your target, market and goal. The prompt asks only for essentials you have not already supplied.

  3. 03

    Review the evidence and next step.

    Get your product opportunity brief, with returned measurements, source links and clear recommendations.

Find product opportunities.

Copy the prompt into your AI. It asks for the missing context, helps connect Dativue if needed, then runs your research.

Find product opportunities

Help me find product opportunities using Dativue.

  • Connect Dativue if needed
  • Ask for the context that matters
  • Return evidence and a useful next step

A few things to know.

What will this workflow give me?

Up to three specific problems: See who has the problem, when it happens and what remains unsolved. Evidence for and against payment: Separate actual purchase reports from interest, complaints and spending on other solutions. One practical demand test: Get a recommendation, open questions and a measurable test before development. The exact detail depends on the public data returned for your target.

Does this prove customers will pay?

No. Public purchase reports can show that someone paid for an existing solution, but they do not prove demand for your proposed product. The workflow shows evidence for and against payment and recommends a small test with actual prospective customers. It can also conclude that the evidence is insufficient.

Do I need to install Dativue first?

Copy the prompt first. Your AI checks for an existing connection and helps you follow the supported setup if needed. Some AI apps require you to add a connector in settings. You complete account login and approval yourself.

Can I use this for my own market?

Yes. Describe your target, country, language and goal. Your AI asks for missing essentials and adapts the research to your answers. Available sources and detail can vary by market.

How are research credits handled?

The workflow keeps research bounded and asks for approval when required by your account's credit threshold. A quote can show the maximum hold before a larger plan. Actual search charges may be lower, and unused held credits are returned.

Choose the next question you want your AI to research.

Find keyword opportunities

Give your AI your topic, audience and market. Dativue adds search volume, intent and available difficulty data, so you can choose which topics deserve a closer look.

Explore workflow

Find search and social opportunities

Give your AI a niche and audience. Dativue combines measured search demand with public conversations, so your next idea answers both a searched question and a real concern.

Explore workflow

Discover Reddit-backed ideas

Give your AI a niche. Dativue brings in Reddit discussions and related search demand, so you can explore ideas rooted in the problems people already describe.

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