How to start a Universal Recall Search for Everything You Saved business: plan and growth
People constantly save useful information into folders, tags and bookmarks, but it never helps them find it again when they actually need it.
An owner can start “Universal Recall Search for Everything You Saved” from a complaint people already posted. The offer, in one line: Semantic search across notes, bookmarks, screenshots and PDFs, built around 'what was I looking for?'. It is for knowledge workers and students. Charge a subscription, and test a price under $10 a month. Begin in more than one country. Buyers already talk about this in r/productivity. One thread gathered 55 votes and 49 replies across Sep 14, 2026 – Oct 14, 2026. Use that room to meet the first twenty buyers. Do not export it, and do not republish the posts. The idea, the evidence, and the market estimate on this page are free to read. Two paid prompts finish the job: one drafts the offer, the price, and a ninety-day calendar; the other drafts a month of conversations and proof. One credit unlocks both. A software specification is not on this site. When the company is the product itself, a single link further down opens the founder library.
How do you guys deal with information overload?r/productivity · Sep 14, 2026 – Oct 14, 2026 · 55 votes · 49 replies · Open the thread
Who would pay
Knowledge workers and students. Start in more than one country, and charge a subscription, testing a price under $10 a month.
The thread above is the public complaint this business can learn from. Verbatim quotes are not invented. Further sources, when a later report adds them, stay with the evidence.
What buyers use today
- Rewind/Limitless
- Mymind
- Raindrop
The offer, in our words
A tool that indexes all save locations (notes, bookmarks, screenshots, PDFs) into one semantic search around what you meant to find, not folders.
Score 2.75, Simmering. Pain, willingness to pay, demand, and the gap in current options drive it. We are not scoring how fast you can code.
Market size
An estimate, built from the bottom up: real customer counts × a realistic price. It shows the size of the prize, not a forecast.
TAM Total addressable
$1.5B a year
16M workers · 10% of employed people in the US
SAM Serviceable
$307M a year
3.2M workers · Mac and Windows users who find it online
SOM Obtainable in 3 years
$1.5M a year
16,000 workers · 0.5% of the reachable segment in three years
What that means
16,000 workers at $8/mo = $1.5M ARR
Low confidence · estimated Oct 2026
How we estimated this
- Base: 163,000,000 employed people in the US.
- Has the problem: 10% (assume 40% are knowledge workers and a quarter of those save enough to need it).
- Revenue per worker: $96 per year ($8/mo).
- Reachable: 20% (Mac and Windows users who find it online).
- Three-year capture: 0.5% of the reachable segment.
TAM is customers with the problem × revenue per customer. SAM is the part a new business can reach. SOM is a cautious three-year share of SAM. The bars use a log scale. A share marked “assume” is our judgment, not a measurement.
The business-plan prompt
The offer, the price, and a ninety-day calendar, written for an agent. 1 credit unlocks both prompts for this idea: this plan and the growth playbook below.
# Business plan prompt: Universal Recall Search for Everything You Saved You are writing a practical plan for one owner who will sell this as a business. Do not write a software specification, a venture memo, or a feature list. Use short sentences. Where a number is unknown, give a range and say what to measure. ## The business Working name: Universal Recall Search for Everything You Saved What the customer gets: Semantic search across notes, bookmarks, screenshots and PDFs, built around 'what was I looking for?'. Who pays: Knowledge workers and students
Locked · the first lines are above
Unlock both prompts for this idea · 1 credit ($9.99)
One credit opens the business plan and the growth playbook together, for good. Credits work on both businessideastobuild.com and realstartupideas.com.
Sign in once with your Real Startup Ideas account; the same credits work on both sites.
The growth playbook
Thirty weekdays of conversations and proof. Not an ad plan. Included with the plan above, on the same credit.
# Growth prompt: Universal Recall Search for Everything You Saved You are planning thirty days of distribution for a business that already has an offer. The offer: Semantic search across notes, bookmarks, screenshots and PDFs, built around 'what was I looking for?'. The buyer: knowledge workers and students. Price band: under $10 a month. Do not propose ads, a viral loop, or a rebrand. Propose conversations, proof, and a repeatable weekly rhythm. ## Starting point A public thread in r/productivity drew 55 votes and 49 replies. The pain, in the owner's words: People constantly save useful information into folders, tags and bookmarks, but it never helps them find it again when they actually need it.
Locked · the first lines are above
Unlock both prompts for this idea · 1 credit ($9.99)
One credit opens the business plan and the growth playbook together, for good. Credits work on both businessideastobuild.com and realstartupideas.com.
Sign in once with your Real Startup Ideas account; the same credits work on both sites.
Questions
How much money do I need to start?
Enough to talk to buyers and deliver the offer once. A service version can start with a written process and a way to take payment. A software version is a larger bet and is not required to test the price. The band to test is Under $10 a month.
How should I price it?
Test a price under $10 a month, charged as a subscription. Raise it after three paid pilots, not before the first conversation.
Where do the first customers come from?
r/productivity is the clue. A related thread gathered 55 votes and 49 replies. Show up there, follow the room's rules, and ask for conversations. Do not scrape it.
Do I need to write code?
No. The prompts on this page draft a plan and a month of growth. Code is a later choice. The founder site linked once below is where the build document lives, if you want it.
The founder library has the software specification and a done-for-you build. Have this built
A two-week build starts at $10,000 on that site, after a $1,000 scoping fee.
Plans and growth playbooks
One credit opens both prompts for this business.
The idea, the evidence, and the market estimate stay free. The business plan and the thirty-day growth playbook for Universal Recall Search for Everything You Saved cost one credit, together, and stay unlocked.
Credits work on both businessideastobuild.com and realstartupideas.com. Sign in once with your Real Startup Ideas account; it is the same wallet.