Private Market Intelligence · LoopWorker
Make the next choice with data behind it.
The Sprint hands back clarity before you ship. Pricing, positioning, proof, offer, CTA, visual direction, channel — whatever choice is next, you get the market evidence behind it and a recommendation you can defend.
Sample engagement · Anonymized
The brief, end to end. One founder. Six evidence blocks.
Six blocks below show the shape of a Sprint brief: competitor wall, complaint cluster, proof rhythm, pricing band, channel map, and the action sheet that comes out the other end. Same shape every Sprint Pro receives — different answers per business.
Swipe through this tailored brief →
— 01 / 06
The wall they're running against.
★ The four ads they've already paid to validate
Four hooks running 90+ days each. They've burned the test budget for you. Don't try to outsmart them — outflank them.
12 ads · 4 platforms · est. $90K combined spend · public ad library
Twelve competitor ads pulled from public libraries, ranked by days running. Hooks paraphrased from the actual creative.
→ RecommendationCopy the four 90-day winners. Skip the angles they killed at 30 days. Don't burn budget on tests they've already run.
Source · Meta Ad Library + TikTok Top Ads + YouTube transparency · pulled at engagement start
— 02 / 06
What parents complain about — verbatim.
★ The complaint nobody in the category solves
"Loud, chaotic, my anxious kid hated it." 147 mentions in 60 days. Whoever ships the calm version owns the lane.
1,247 reviews scraped · 4 platforms · 60-day window · top complaint = 11.8% of all comments
Frequency-ranked complaint cluster across category. Verbatim quotes attached. The top one is the buyer language the founder writes back into copy and the offer.
"Loud, chaotic, my anxious kid hated it. Wish there was a calmer option."
147× ↑"Setup took 45 minutes and ate half the party."
94×"They showed up late and the kids were already restless."
71×"Same act we've seen at 4 other parties this year."
62×"Shy kids got nothing — performer ignored them."
48×→ RecommendationLead the offer with "calm + setup-time guarantee." Buyer language goes straight into hero copy, ad headlines, and the booking form. Same words. No invention.
Source · Yelp + Google + Reddit + Nextdoor · 60-day rolling window · 1,247 reviews coded
— 03 / 06
Their channel rhythm.
★ Tuesday + Saturday carry the week
12 posts in 28 days. Two days do 64% of total reach. Half the calendar is empty.
28-day window · 12 posts · 4 reused hooks · 2:1 carousel-to-reel ratio
Organic post calendar mapped against engagement. Hooks they keep reusing:
- "Can your favorite bounce house do THIS?"
- "What every shy kid does in the first 5 seconds."
- "The 9pm bubble reset (parents, save this)."
- "Corporate pop-up · same kit, no kids."
→ RecommendationAnchor your week on Tuesday + Sunday 6–8pm. Carousel beats single-image 2.4× in this lane. Drop the studio-still format entirely.
Source · 28-day Apify scrape across 4 competitor accounts · engagement weighted by reach + saves
— 04 / 06
Where the offer sits on the shelf.
★ Defensible band — $525, premium-feel without the wait list
Above the commodity floor, below the prestige tier. $20 lift in Y2 once 25 named testimonials land.
5 competitor pricing pages · party-package rate · live anchors · re-checked monthly
Live competitor pricing ladder. Slot starred is where the offer sits.
→ RecommendationHold $525 through Y1. Bump to $599 the day testimonial #25 ships. Don't drop below $480 even for slow weeks — the floor is the brand.
Source · 5 live competitor pricing pages · last checked 7 days ago · re-pulled monthly
— 05 / 06
Where the founder should show up.
★ Three openings within 90 days — pitch this month or wait six
Two podcasts and a category newsletter book founders at this stage. Producer emails on file.
5 channels mapped · 3 with confirmed openings · combined warm reach 60K+
Off-platform attention map. Highest-fit channels for the founder — the audiences that actually book.
→ RecommendationPitch the two podcasts + the newsletter this month. Producer emails attached. The school-district + corporate angles are Q3 — line up assets now, send in 8 weeks.
Source · podcast charts + newsletter sponsorship indices + LinkedIn coordinator list · all confirmed live as of engagement start
— 06 / 06
What the research becomes.
★ Six moves. Dated. Quantified. Monday-morning ready.
The five intelligence blocks collapse into one short action sheet. Pricing, proof, outreach, cadence, offer, CTA — each with a specific move, not a category.
Same shape every engagement · different answers per business · ranked by 30-day lift
- PRICINGAnchor party-package at $525. Y2 lift to $640 once 25 testimonials land. Keep entry tier under $400 to capture school-PTA budgets.
- PROOFThree proof assets to ship next week — setup clarity, first-five-seconds behavior, and corporate-fit evidence. Hook, shot logic, and caption format specified.
- OUTREACHNext ten warm targets — names, channel, opening line. Five Bay Area moms, three school-district directors, two corporate-wellness coordinators. Pitch this month or wait six.
- CADENCEBest post days = Tue + Sun 6–8pm. Carousel beats single image 2.4× in his lane. Drop the studio-still format entirely.
- OFFERLead with setup-time guarantee. Top complaint = "took 45 minutes." Owning that phrase pulls a measurable share from the four starred competitors.
- CTAReplace the "Contact" CTA with a same-day quote form. Three fields. Pricing band visible. Removes the 3-click pricing leak from the audit.
Source · synthesized from blocks 01–05 · ranked by predicted 30-day lift · dates assigned to founder calendar
This is one engagement. Yours is built around the exact question your business needs answered next — and the action sheet that comes out the other end is yours, in your language, dated, ranked, ready to ship.
The founder knew he had something people liked, but the category looked noisy: bigger competitors, unclear pricing, generic party-service positioning, and no obvious content lane.
He had a market-backed lane: calmer events for anxious kids, setup-time guarantee, $525 anchor package, three reel recipes, and warm channels to pitch.
Who builds these
One head. Built around your business.
I'm Alex. I've spent 17 years inside market, offer, and execution work: paid acquisition, founder positioning, sales pages, launch plans, customer language, proof structure, and the day-to-day mechanics that make something actually ship.
The Sprint is built from that range. It is not a generic audit. I look for the choice that matters next, then pull the evidence around it: reviews, ads, pricing pages, proof patterns, channel data, search demand, and buyer language. If the lever is pricing, we price. If it is visual direction, proof, CTA, sales page, or positioning, that is where the research goes.
Every Sprint is tailored to what you're building. Same research discipline, different question every time: creator reach, AI-platform positioning, local bookings, DTC launch, pitch-deck clarity. The frame moves with the business.
"He found the pattern in my own feed I'd been missing for two years. Two reels, same outfit, 2,800× difference in plays — and an explanation."
"I expected a deck. I got a battle plan. Bookings doubled in the next month."
"Round 1 told us our positioning was wrong before we burned the launch budget."
Pricing
Three Sprints. One decision brief.
Founder-led delivery. Pick by the size of the question. Most clients start at Sprint Pro and attach a Systems Retainer once the brief lands.
One focused research round: competitor reconstruction, search demand, pricing, proof gap, or website conversion. One question, evidence behind it.
Begin Sprint Lite →Competitor wall, customer-voice cluster, proof map, pricing band, channel map, and ranked action sheet. The standard connected market brief.
Begin Sprint Pro →Full strategic round for launch, repositioning, pitch-deck clarity, or a higher-stakes market move. Pricing architecture, channel build, roadmap.
Begin Sprint Full →Systems Retainer · $4,500/mo
After the Sprint, attach a month-to-month execution retainer. We ship the action sheet: positioning, content cadence, channel build, conversion fixes, automation wiring. Cancel anytime.
Not sure which? Book a 15-minute signal review and we'll pick the smallest Sprint that answers your question well. Refund: if the brief lands and you can't act on a single line, write back within 14 days for a full refund.
Recent engagements
Four engagements. 60+ artifacts shipped.
Every brief reshapes around what the business is actually building. Luxury exit thesis. AI-platform launch infrastructure. Creator visibility map. Local-business bookings. Same depth — different question, different proof stack, different thing to ship.
Swipe through the four engagements →
A founder-led brand built around a defensible category of one.
27 modules shipped · acquirer trajectory mapped to 7 comparable-exit precedents · 3 strategic-buyer archetypes named · phase-2 investor deck, premium retail rollout, and pricing architecture locked before day-1 launch.
The question: What's the long-game trajectory that keeps strategic-acquirer and growth-fund conversations open from day one, and what has to be true at every milestone — pricing, channel mix, founder voice, retail footprint — to never close one accidentally?
+ 24 more modules — pricing architecture, premium ICP definition, strategic-partner shortlist, corporate gifting, influencer slate, naming + messaging, trajectory roadmap, founder guardrails, market-capture vs. waiting plan, visual system, brand teardowns, executive summary…
Outcome: Brand entered launch with the exit lane already mapped, three buyer-archetypes already pattern-matched to live precedents, and the next-round deck ready. Foundation sprint converted into ongoing launch advisory.
Launch infrastructure for a 2-person team entering a crowded incumbent category.
10+ launch artifacts shipped · 4-tier hybrid pricing model · 20-prompt public Beta Pack pulling qualified ICP · day-by-day launch-week + $10K bounty + affiliate playbook · upstream model-platform integration plan.
The question: How does a 2-person team launch an AI workflow tool into a category dominated by Runway, Descript, and CapCut — without burning runway on paid ads that won't survive activation, and without copying enterprise-complex pricing on day one?
+ Production use-case workflow, Break-the-Internet launch playbook, $10K bounty launch, affiliate outreach list, beta thank-you sequence, model-platform integration plan, brand inspiration deck, weekly priorities cadence, Amplitude funnel + ICP capture.
Outcome: Team entered launch with a defensible pricing structure, a public lead magnet pulling qualified ICP, and a written playbook for the first-live, bounty, and affiliate motion. Scope expanded to platform-integration strategy.
Top-performing AI creators reverse-engineered. Turned into the engine that runs my own launch.
5,739 images analyzed across 47 top accounts · every recurring prompt pattern, reel format, DM script, and posting cadence traced back to the account it came from.
The question: What are the highest-performing AI creators actually doing — which prompt patterns, which reel formats, which DM scripts, which posting cadence — and how do you turn evidence from accounts already winning into a documented engine instead of guesswork?
+ Top-creator teardown across 47 accounts, posting cadence per platform, prompt-pattern map, visual realism rules, format mix, and repeatable proof cues.
Outcome: Personal launch moved from guesswork to a documented visibility system — every format and prompt pattern traced to evidence from accounts already winning. Same methodology now powers Sprint Pro engagements for creators.
"A read on what your feed quietly rewards." Strategy becomes shoots.
Signal audit · 30-day proof map · two new revenue tracks scoped from the evidence · inquiry quality improved after delivery.
The question: One-founder local business in a lane parents have already mentally priced, fighting four established competitors with bigger ad budgets. What's the first move and what's the four-pillar system that makes every post after it compound?
+ Adjacent pattern analysis, four proof pillars, 30 ranked hooks, caption rewrites, local channel map, event-capture system, operator playbook, phase 2 build plan.
Outcome: Top complaint cluster became the lead offer · two new revenue tracks named · next moves tied back to the signal map. Full case study →
FAQ
A few questions.
Is this an audit?
No. An audit grades what you have. The Sprint pulls public signals on your market — competitors, customers, channels, pricing — and turns them into a next move.
What do I actually get?
One document, structured like the sample above: ad vault, customer-voice clusters, cadence, pricing position, authority channels, and a "what to do first" memo. PDF + editable doc.
NDA or sensitive data?
Default. Every engagement is mutual NDA. Public case studies are anonymized for that reason. A named case study after delivery is always optional.
What if it's not useful?
If the brief lands and you can't act on a single line, write back within 14 days for a full refund. Happened once in two years.
Begin a conversation.
Fifteen minutes, no pitch. We figure out what question you actually need answered.
Book a call →Built by Alex Lamb · LoopWorker · Watch the 3-min intro