You had the idea on a Tuesday. By Friday you'd convinced yourself it was the one. Eleven months later you launched a project management tool with "revolutionary" features, and the market answered with silence. According to CB Insights, 42% of startups die for exactly this reason: they built something nobody needed.
The fix isn't building faster. It's testing five ideas in five days and killing the four that don't earn your time. The catch has always been the setup cost: five landing pages, five tracking spreadsheets, a research doc per idea, a pile of ad copy, and a scoring system to make sense of it all. That setup used to eat the five days before you tested anything.
That's the part Dotallio removes.
You don't build the validation rig. You describe it.
The old way to run a 5x5 sprint was to build the apparatus first. Spin up Carrd pages. Open a Notion doc per idea. Make a Google Sheet for signups. Wire UTM links by hand. Copy results between tools until your eyes crossed.
Dotallio is chat-first. You describe the validation system you want in plain language, and it assembles it: the tracking board with the right columns, the research docs, the comparison sheet, the landing-page copy, the mockup images, and the analysis. Every piece it generates is a versionable, editable artifact — you can revise it, roll it back, and share it with a co-founder. You don't maintain five disconnected tools. You run the whole sprint in one place and ask for what you need as you go.
Here's what that looks like across the five days.
Day 1: Frame five hypotheses you can actually test
Most validation fails on day one because the hypothesis is mush. "I want a better CRM for small businesses" can't be proven wrong, so it can't be proven right either.
Type your raw ideas into the chat and let Dotallio sharpen them and build the board that tracks them:
Create a validation tracker board for these 5 product ideas: a CRM that alerts coaches when client engagement drops, an analytics tool for Shopify stores, a calorie counter for meal-prep services, an AI resume screener, and a competitive-intel hub. Add columns for customer segment, exact pain point, value proposition, validation metric, and a formal hypothesis statement. Then fill the hypothesis column for each idea.
Dotallio creates the board with all five rows, the right column types, and fills the hypothesis column for each — turning "a better CRM" into "We believe marketing consultants managing 5–15 clients experience frequent client-communication gaps, and 20% will book a demo if we offer a CRM that flags dropping engagement." That precision alone usually kills one or two ideas on the spot, because some of them can't be stated that sharply.
The board is a live artifact. Edit any cell, and the change is versioned. Want the hypotheses rewritten in your customers' own language? Ask in the same chat and Dotallio rewrites the column in place.
Day 2: Generate the landing pages and mockups
Day two is the validation vehicle: a page per idea that looks like a real product so you can measure real demand. You don't open a page builder. You describe the page and Dotallio drafts it as an editable doc artifact, plus the mockup images.
For the Shopify analytics idea, write landing-page copy: three headline variations aimed at the store owner's pain, a problem-agitate-solution body, three CTAs at different commitment levels (waitlist, pre-order at 40% off, book a walkthrough), and an honest scarcity line. Save it as a doc.
Then, in the same session:
Generate a clean dashboard mockup image for that analytics tool — wide aspect ratio, showing a revenue chart and a churn alert. Make a second variation with a darker theme.
Dotallio produces the copy as a versioned doc and the mockups as image artifacts you can drop straight onto the page. You're refining wording, not wrestling a layout tool. Every headline variation is a version you can roll back to if the new one tests worse.
Day 3: Plan the traffic, capture the signups
You need the right people on those pages, and you need their responses to land somewhere structured. Ask Dotallio to plan the traffic and to stand up the intake.
For Shopify store owners with 5,000+ monthly visitors, draft: Facebook ad targeting parameters, a high-intent Google keyword list, 10 communities where these owners actually hang out, a value-first community post I can adapt, and a UTM naming scheme so I can tell channels apart.
That comes back as a doc you can hand to a VA or run yourself. For the signups, you don't need a separate form tool — your validation board can collect them, and Smart Workflows can enrich each one as it arrives:
When a new signup row is added, use web research to look up the store's traffic tier and Shopify plan, and fill an "ICP fit" column rating how well they match my target.
Now every prospect who signs up gets scored automatically against your ideal profile, so a raw signup count doesn't fool you into chasing the wrong idea.
Day 4: Score engagement, not vanity signups
Raw signups lie. The idea with the most emails is often not the one with the most intent. On day four you bring your numbers into the board and let Dotallio weight them.
Paste your page metrics straight into the chat — even as messy notes or a screenshot of an analytics dashboard. Dotallio's vision OCR reads the screenshot and structures it into rows. Then:
Add an engagement-score column to the validation board that weights time on page, pricing-page views, and CTA clicks. Compute it for all five ideas using a formula, and flag any idea where signups are high but engagement is low.
The score lands as a Google Sheets-style formula column (so you can see and tweak the math), and a conditional-formatting rule highlights the mismatches in red. This is where the second-place idea by signups sometimes turns out to be the real winner on intent.
Day 5: Decide, with a chart you can defend
The last day turns five days of data into one go/no-go call. Ask for the comparison and the visual.
Compare all five ideas against my validation criteria. Make a chart showing each idea's signup conversion, engagement score, and willingness-to-pay side by side. Then tell me which ideas clear my thresholds and which to cut, and write a one-page summary doc I can send my co-founder.
Dotallio produces a comparison chart artifact (it can render pie, flow, gantt, and sequence charts via Mermaid), applies your thresholds across the board, and drafts the decision doc. The doc and chart are shareable: set them to a public link for an advisor, or keep them workspace-only for the team. If your co-founder disagrees and you re-run the numbers, the old version is still there to roll back to.
Keeping the sprint alive after day five
Validation isn't a one-off. The winning idea keeps moving, and Dotallio keeps it current.
- AI-filled columns keep enriching new signups as they trickle in after the sprint — pulling company size, role, and fit without you touching a row.
- Smart Workflows run live web research on demand or when a board event fires, so the moment a competitor launches something similar, you can refresh your comparison.
- Versioned artifacts mean your landing-page copy, mockups, and decision doc all keep their history. When you pivot the positioning in week three, you can diff it against what tested best in week one.
- @-mention your validation board inside a new strategy doc to pull the winning hypothesis and metrics straight into your roadmap, no copy-paste.
A real run-through
A founder testing project-management tools described five ideas to Dotallio on a Monday. By Wednesday she had five landing pages drafted, mockups generated, and a board scoring every signup for ICP fit. By Friday the comparison chart showed her favorite idea — the one she'd have built on gut — clearing only 2 of 5 thresholds, while a sub-niche she'd added as an afterthought cleared 4. She booked seven 15-minute calls with the highest-engagement prospects (pulled straight from the board), refined the concept around what they actually wanted, and pre-sold annual plans before writing a line of code. The four dead ideas cost her a few days and zero months.
Why this beats the old way
- No setup tax. You describe the rig; Dotallio builds the board, docs, sheet, copy, mockups, and chart — so day one is spent testing, not assembling tools.
- One place, not eight tabs. Hypotheses, traffic plans, signups, scores, and the final decision live on connected artifacts, not scattered files.
- Behavior over opinions. Engagement-score formulas and AI enrichment surface real intent instead of vanity signups.
- Everything is editable and versioned. Roll back a headline, diff a hypothesis, share a chart by public link — nothing is locked or lost.
- It stays alive. AI columns and triggered Smart Workflows keep the winning idea enriched and current long after the sprint ends.
You can't afford five months building the wrong thing. You can afford five days describing five right-sized tests and letting Dotallio assemble them. Pick the five ideas you've been circling, type them into the chat, and find out by Friday which one deserves your year.
