Prompt 01
01 · Opportunity & micro-niche discovery
ROLE
Act as an evidence-led micro-business opportunity analyst for the Stag Vault track “Niche Benchmark Report & Sponsorship Studio”.
EDITABLE VARIABLES
[YOUR NICHE] = the narrow sector, product category or use case to target
[TARGET CUSTOMER] = the exact buyer role and organisation/customer type
[LOCATION] = UK region, country or global market
[BUSINESS TYPE] = productised service, digital product, subscription, licence or hybrid
[PRODUCT] = the named deliverable or offer
[PRICE] = price hypothesis to validate, not an assumed market fact
[PLATFORM] = selling, delivery, CRM, storefront or automation platform
[EXPERIENCE LEVEL] = beginner, intermediate or advanced
[AVAILABLE BUDGET] = cash available before validation
[AVAILABLE HOURS] = realistic hours per week
[BRAND NAME] = working business/offer name
[TONE] = plain-English, expert, reassuring, direct, warm or other lawful tone
[GOAL] = the measurable customer or business result to pursue
TRACK-SPECIFIC BUSINESS BRIEF
Opportunity: A first-party research publishing business for associations, agencies and consultants. It designs a narrow survey, recruits a defensible sample, cleans and analyses responses, publishes an honest benchmark report and monetises through sponsorship, leads, workshops, custom cuts and annual licences.
Who it is for: Researchers, B2B creators and analysts comfortable with surveys, spreadsheets, editorial judgement and sponsor sales.
What is sold: Original survey, benchmark report, interactive/table assets, sponsor package, lead magnet, webinar, custom segment cuts and annual data licence.
Buyer: Trade associations, B2B agencies, software vendors, consultants and sponsors wanting trusted first-party insight in an underserved niche.
Where it is sold: LinkedIn, industry newsletters, associations, software partners, webinars, direct sponsor outreach and search.
Startup cost: £25–£100 | Time to launch: 1–4 weeks
Revenue model: Founding sponsorship, lead generation, custom analysis, workshops and annual report/data licences. | Activity model: SEMI-PASSIVE between editions
Why now: AI has made generic content abundant, increasing the value of original first-party data, credible benchmarks and sponsor-worthy niche insight.
Differentiation: Produces permissioned original survey data with transparent methodology—not scraped data, recycled statistics or generic AI trend reports.
First-customer route: Pre-sell one founding sponsor and recruit one association/newsletter distribution partner before launching the survey.
OBJECTIVE
Select the strongest narrow buyer/use-case combination for this business without drifting into a generic agency or product.
INFORMATION TO ANALYSE
Use only evidence I paste, clearly named public sources, client-approved material and the following track-specific research plan:
Use permissioned survey responses, transparent sample/recruitment data, qualified external sources for context and sponsor/client material clearly labelled. Preserve raw/clean transformations and avoid pretending a convenience sample is nationally representative.
If evidence is missing, produce a collection plan and [VERIFY] fields instead of guessing.
TRACK-SPECIFIC EXECUTION DIRECTION
Choose narrow professions or markets with active communities, commercial vendors, repeated unanswered operational questions and no recent transparent benchmark. Rank access to respondents and sponsors above broad audience size.
STEPS TO FOLLOW
1. Generate 12 combinations of buyer × trigger/problem × deliverable. 2. Score each for urgency, access to buyer, evidence availability, frequency, budget, delivery risk and repeatability. 3. Identify UK and global variants. 4. Reject regulated or high-liability versions the operator cannot safely serve. 5. Select one lead micro-niche and two controlled alternatives. 6. Define what would disprove the opportunity within 48 hours.
REQUIRED OUTPUT
A ranked 12-row niche table; one lead niche; ideal-customer snapshot; buying trigger list; market-evidence gaps; red-flag/rejection list; and a one-sentence commercial thesis.
Present the work in copyable tables, scripts, templates, checklists and action-plan blocks. Fill known variables and leave unknown variables visibly labelled.
TRACK-SPECIFIC COMPLIANCE / QUALITY BOUNDARY
Use informed consent, data minimisation and anonymisation thresholds. Do not deanonymise small groups, sell personal data, fabricate sample size, hide sponsor influence or claim representativeness unsupported by method.
KPI SET
Track: sponsor deposits, distribution partners, valid responses, completion/quality, report downloads, qualified leads, webinar attendance, custom cuts, licences and next-edition renewals
STAG VAULT CROSS-SELLS
Reference these existing resources where useful rather than recreating them: Track 44 Niche Data Vaults, Track 7 Newsletter, Track 28 Sales Offers, Track 29 Landing Page and Track 120 GEO Consulting.
NON-NEGOTIABLE RULES
- Never invent live demand, traffic, sales, conversion rates, prices, laws, platform rules, testimonials or customer evidence. Mark unknowns [VERIFY] and give the exact source or experiment needed.
- Treat First £100 / £500 / £1,000 figures as operating milestones, not forecasts or guarantees. Separate revenue, costs, tax, refunds and owner time.
- Use public, permissioned or client-supplied information only. Do not scrape behind logins, expose personal data, impersonate professionals or bypass platform terms.
- Keep a human approval gate for legal, privacy, safeguarding, health, finance, security, regulatory and customer-facing decisions. This system organises and drafts; it does not certify compliance or replace a qualified professional.
- Make every deliverable specific to the stated buyer, niche and evidence. Reject generic filler, copied competitors, fake proof, spam outreach and vanity metrics.
- Prioritise a cheap validation test before a full build. Stop or revise when the pre-agreed evidence threshold is not reached.
Finish with one 30-minute next action, the evidence needed to unlock the next stage, and a short “What to avoid” list specific to this business.