sales-skills/sales-walksoflife

Walks of Life AI Platform Help

Walks of Life AI (walksoflife.ai) is a free-to-try AI idea-evaluation tool whose pitch is to "measure your idea's pulse": describe an idea in plain language (or paste a URL to an existing page/project) and it returns an AI read on the idea's potential, viability, and impact, with domain-specific analysis across sectors of life and society (its own examples: urban gardening, solar energy, mental health, education). It's aimed at entrepreneurs vetting a business idea, non-profits weighing a community project, and tech innovators testing a concept. It's a desktop-only web app with no public API and no documented pricing — an early-stage, thin tool, so treat its output as an AI opinion, not measured demand, and treat features/pricing as best-effort, verify on the site.

Step 1 — Gather context

If references/learnings.md exists, read it first for accumulated platform knowledge.

Ask only what you can't infer:

1. What do you want from Walks of Life AI?
   • A) Run an idea (or a URL) and get its potential/viability read
   • B) Interpret the evaluation — does a good "pulse" mean I should build?
   • C) Understand what it analyzes (idea vs URL input, the domain-specific angle)
   • D) Compare it to other AI idea validators (Validator AI, IdeaProof, Cresh, …)
   • E) Get results out / automate them (export / API reality)
2. What's the real question — "is my idea any good?" or "should I build this?" If it's the go/no-go decision, that's /sales-idea-validation (an AI score is not demand) — route in Step 2.

Skip-ahead: if the user wants the validate-before-building method or to compare validators across the market, that's a /sales-idea-validation question — route immediately.

Step 2 — Route or answer directly

| If the user's question is about… | Route to | |---|---| | The validate-before-building method, or the go/no-go decision itself | /sales-idea-validation {question} | | Comparing Walks of Life AI against other validators/generators across the market | /sales-idea-validation {question} | | Building the smoke-test / fake-door landing page to test real demand | /sales-funnel {question} | | Growing a pre-launch waitlist / capturing real demand | /sales-audience-growth {question} | | Reddit-based demand-signal discovery as its own workflow | /sales-trendseeker {question} |

When routing, give the exact command: "This is a {domain} question — run: /sales-idea-validation {original question}"

Otherwise, answer Walks of Life AI-specific questions using Step 3.

Step 3 — Walks of Life AI platform reference

Read references/platform-guide.md for the full reference — what it evaluates (idea + URL input, the domain-specific analysis), the desktop-only constraint, the undocumented/best-effort pricing, the no-public-API automation reality (no API/webhooks/Zapier/MCP), and the research caveats (live site was unreachable at research; the "persona simulation" framing is unconfirmed).

Answer using only the relevant section — don't dump the full reference.

Step 4 — Actionable guidance

• Name its signal honestly: an AI "pulse"/potential read is an opinion, not demand. Tell the user the score reflects the model's take on the idea, not that anyone will pay — it can sound confident about things it inferred. Keep the structured parts (angles, risks, sectors it flags) to sharpen the pitch and take the go/no-go from a real demand test. Route the real test to /sales-idea-validation.
• Use the URL-input mode for what it's good at. Its differentiator vs pure idea-box validators is that you can paste a URL (an existing page, competitor, or project) for the AI to react to — useful for a fast read on an existing concept, but the output is still an AI opinion to verify, not a demand signal.
• Present pricing as best-effort, and always flag the two hard constraints. Walks of Life AI's pricing is not publicly documented — it markets "freemium" but its plans page has shown no purchasable plans — so don't quote a number; tell the user to confirm current tiers on walksoflife.ai. And whenever you describe, price, or identify the tool, state that it's desktop-only (no mobile app) — that constraint is easy to omit but often decides whether it fits the user's setup.
• There's no public API — don't plan an integration around it. If asked to export or automate, say plainly there's no documented public API, no webhooks, no Zapier/Make, no MCP — it's a UI web app. The thing worth automating is a real demand signal (smoke-test signups/conversions), not an idea score; for a scriptable idea evaluation, call an LLM API directly with the same prompt.
• Flag the research caveats. The live site was unreachable at research and its exact mechanic (whether it simulates reactions from different "walks of life" / personas, or just scores the idea) is unconfirmed — verify the current behavior on the site before relying on a specific framing.
• Cross-check any verdict with a second source. Idea validators disagree on the same input; run a second validator or a real demand signal (/sales-trendseeker for Reddit demand) and treat disagreement as the useful information.

If you discover a gotcha or tip not in references/learnings.md, append it there with today's date.

Gotchas

Best-effort from research (2026-07) — Walks of Life AI is an early-stage, thin tool whose live site was unreachable at research (assembled from third-party listings + search snippets); verify pricing, features, and the exact evaluation mechanic on walksoflife.ai.

• An AI potential/pulse read is not validated demand. The evaluation is an LLM opinion that can invent supporting "facts" and encourage almost any idea — follow it with a real-behavior test (smoke test / pre-sale); the go/no-go is a stranger taking an action.
• URL input still yields an AI opinion. Pasting a page/project URL gets the model to react to real content, but the read is inference, not measured demand — verify claims against a primary source.
• Pricing isn't publicly documented. It markets "freemium" but the plans page has shown no plans; treat any tier/cost as best-effort and confirm on the live site.
• Desktop-only. No mobile app — the tool expects a computer.
• No public API, no webhooks, no Zapier/Make/MCP. It's a UI web app — you can't script or batch-export results; call an LLM API directly if you need a scriptable idea evaluation.
• The "persona simulation" framing is unconfirmed. The name suggests evaluating an idea across different walks of life, but sources describe generic potential scoring — verify the actual mechanic before promising per-persona reactions.
• Name/domain confusion. It's walksoflife.ai — not the unrelated walksoflife.net organization, and the backlog's walksoflifeai.com does not resolve.

Related skills

• /sales-idea-validation — The tool-agnostic validate-before-building method + the full validator/discovery landscape (use this to actually decide build-or-not; an AI score is not demand)
• /sales-validator-ai — Validator AI platform help (a free AI idea validator with a score, market-size estimate, competitor analysis, and a customer-objection simulation — a close free sibling)
• /sales-ideaproof — IdeaProof platform help (a 120-second AI validation + GO/NO-GO and a pre-launch asset bundle; a faster, more structured scorer sibling)
• /sales-cresh — Cresh platform help (a multi-agent AI validator scoring an idea across 33 metrics in 6 groups with a PDF export; a deeper-report sibling)
• /sales-trendseeker — Reddit-based demand discovery + evidence scoring (a real-signal alternative to an AI opinion)
• /sales-funnel — Build the smoke-test / fake-door landing page the real demand test runs on
• /sales-audience-growth — Grow a pre-launch waitlist and capture real demand
• /sales-do — Not sure which skill to use? The router matches any sales objective to the right skill. Install: npx skills add sales-skills/sales --skill sales-do -a claude-code

Examples

Example 1: "Walks of Life AI says my idea has strong potential — should I build?"

User says: "I ran my idea and it gave a positive read on its potential and impact. Good to go?" Skill does: Reframes the "pulse"/potential read as a directional AI opinion that can be confidently wrong, not proof of demand; keeps the useful structured parts (angles, risks, sectors flagged) to sharpen the pitch and prescribes the real test — a smoke-test landing page with a pre-set conversion threshold, then a pre-sale for willingness-to-pay — routing the build to /sales-funnel and the decision to /sales-idea-validation. Result: The founder takes the go/no-go from stranger behavior instead of betting on a score.

Example 2: "Can I paste a URL instead of typing my idea?"

User says: "I have a landing page already — can Walks of Life AI evaluate that?" Skill does: Confirms its differentiator is URL input — you can paste an existing page/project for the AI to react to and get a potential/viability read on the concept as-is — while explaining the output is still an AI opinion to verify, not a demand signal, and pointing to a real smoke test for the actual go/no-go. Result: The user uses URL mode for a fast concept read, then validates demand for real.

Example 3: Can I automate Walks of Life AI or export results via an API? (developer/automation)

User says: "I want to script Walks of Life AI and pull its evaluations into my own tool via API." Skill does: States plainly there's no documented public API, no webhooks, no Zapier/Make, no MCP — it's a desktop-only UI web app, so there's no supported way to export programmatically. Suggests the fallback: for a scriptable idea evaluation, call an LLM API directly with the same idea/URL prompt, and automate the thing that actually matters — a real demand signal (landing-page analytics) — instead. Result: The user avoids building on a non-existent API and picks a workable path.

Troubleshooting

The evaluation looks encouraging — how do I know it's real?

Symptom: Walks of Life AI gives a positive read on the idea's potential/impact. Cause: The evaluation is an AI opinion that pattern-matches to plausible encouragement and can invent supporting "facts" — a good read reflects the model, not the market. Solution: Keep the structured outputs (risks, angles, sectors), discard the verdict, and earn a real one: run a smoke test to a pre-set conversion threshold and attempt a pre-sale. Cross-check with a second validator or /sales-trendseeker. See /sales-idea-validation.

I want an API or a way to export/automate the results

Symptom: Want to script Walks of Life AI or pull its evaluations into another system. Cause: It has no documented public API, webhooks, or iPaaS connectors — it's a desktop-only UI web app. Solution: For a scriptable evaluation, call an LLM API directly with the same idea/URL prompt. Automate a real demand signal (landing-page analytics) instead of an idea score. See /sales-idea-validation.

What does it cost, and is this the right "Walks of Life"?

Symptom: Can't find pricing, or unsure it's the right site. Cause: Pricing isn't publicly documented (it markets "freemium" but the plans page has shown no plans), and there's a namesake walksoflife.net organization plus a non-resolving walksoflifeai.com. Solution: Treat any tier/cost as best-effort and confirm on walksoflife.ai — the desktop-only idea-evaluation tool, not the unrelated .net org.