Vertical Playbook

Selling into Cross-Industry Business Operations.

Horizontal back-office workflows — HR, support, meetings, documents, calendars — that repeat in every industry and rarely have an owner.

Vertical brief All playbooks Download Markdown

Who buys

R&D or innovation lead turning research into products
Budget owner who feels the operational cost of the broken workflow.
Hands-on operator willing to pilot a narrow tool before a full rollout.
Operator who must act on fast-moving developments in their field
Founder of a consumer brand tracking cultural shifts
Founder or operator at a small company

The language they search with

applied ai — rising with AI adoption, medium competition
research automation — steady niche demand, medium competition
applied workflow — rising with AI adoption, medium competition
research validation — steady niche demand, low competition
science automation — steady niche demand, medium competition
science validation — steady niche demand, low competition
auto ai — rising with AI adoption, medium competition
signal automation — steady niche demand, medium competition

Where they live

Community pain posts — Problem teardown, interview ask, and short demo clip
Direct outreach — Concierge pilot offer with a manually prepared sample
Searchable comparison content — Before-and-after page or alternatives memo for the exact workflow
Launch directory — Single-purpose demo and first-win story
Hacker News — Turn the Hacker News signal into a one-page buyer teardown and ask whether this is a weekly pain or just news.
Launch communities — Ship a narrow demo and watch which promise gets clicks.
Review and alternative pages — Write an alternatives page that owns one narrow use case.

Objections to expect

A single news item may be noise; the product's value depends on consistent, role-relevant filtering over time, not one headline.
A broad AI assistant can flatten differentiation unless the wedge is painfully specific.
The first release can become a generic dashboard if the job is not named tightly.
The tool must avoid legal advice and stay focused on operational clarity.
The first version can become too broad if it handles every exception instead of one repeated workflow.

Pricing patterns

Frontend offer: Concierge review or paid template at $19-$99
Core offer: Applied research signal monitor: 30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format focused SaaS at $49-$499/month
Continuity: Monitoring, benchmarks, and monthly reporting at $99-$1,000/year add-on
Core offer: Applied science signal monitor: Summer solstice brings Portland nearly 15 hours of daylight focused SaaS at $49-$499/month
Core offer: Auto signal monitor: Every new car sold in the European Union must include a driver monitoring camera focused SaaS at $49-$499/month

Differentiation levers

Use specificity as the wedge: one buyer, one workflow, one measurable result.
Show proof earlier than broad competitors with before-and-after examples and small pilot data.
Keep implementation lighter than incumbent suites or generic AI assistants.

Recommended wedge

Start where the evidence is strongest: "Applied research signal monitor: 30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format" (Validate 78/100) targets r&d or innovation lead turning research into products. Win that single workflow before widening — every report in this playbook carries its own 7-day sprint.

Source reports

The evidence behind this playbook.

Applied research signal monitor: 30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format · 78/100 Applied science signal monitor: Summer solstice brings Portland nearly 15 hours of daylight · 78/100 Auto signal monitor: Every new car sold in the European Union must include a driver monitoring camera · 78/100 Auto signal monitor: Mercedes‑Benz starts large‑scale production of electric axial flux motor · 78/100 Beauty signal monitor: pluralibacter gergoviae shampoo contamination · 78/100 Consumer trends signal monitor: A better way to tie gym shorts (or any drawstring) [video] · 78/100 Fashion signal monitor: Teyana Taylor Wows in Bold Burgundy Gown at the 2026 BET Awards · 78/100 Gaming signal monitor: GTA 6: Price, release date, pre-orders and everything else you need to know · 78/100 Gaming signal monitor: Valve Considered a Barebones Steam Machine - So Why Isn't There One? · 78/100 Home signal monitor: Mortgage Rates Inch to Another 6-Week Low · 78/100 Parenting signal monitor: Central Texas families invited to free 30‑minute swim safety lesson · 78/100 Relationships signal monitor: Who Is Lionel Messi's Wife? All About His Childhood Sweetheart, Antonela Roccuzzo · 78/100 Business operations signal monitor: Costco is the anti-Amazon · 76/100 Cybersecurity operations signal monitor: A backdoor in a LinkedIn job offer · 76/100 Food signal monitor: mountain mike's pizza · 76/100 Entertainment signal monitor: Toy Story 5 · 75/100 Micro-agency proposal scope checker · 69/100 AI output review queue for customer support macros · 68/100 Employee handbook change digest for small employers · 66/100 One markdown file, publish-ready for every platform · 61/100 10-minute client risk reports for solo financial advisors · 60/100 Local-comps pricing helper for Facebook Marketplace sellers · 58/100 Pre-call memory cards for relationship-driven pros · 58/100 Retirement care planner · 56/100 Vocal-strain load tracking for working singers · 55/100 RSVP-and-payment co-host tool for supper club hosts · 54/100 Facebook-first crosslisting tool for community resellers · 52/100 Photo search across every secondhand marketplace at once · 48/100 Drowsy-driver alerts for cars without built-in safety tech · 47/100