Superpowers · Web Search

Bring the live web
into your workflows.

Web Search lets a workflow — or an agent — run a real search and act on what comes back. It pages through the web until it has the number of clean results you asked for, throws out the duplicates, and can even read each page back as plain text. One capability instead of wiring a search API into your stack.

SearchRead pagesFilter by dateAnswerHand off
tiny command · Web Search · query → ranked results
Live results
northwind.ioNorthwind raises $14M Series A…now hiring a RevOps lead to scale…
lumen-labs.comLumen Labs is scaling go-to-market…RevOps and ops roles open across…
getcadence.appCadence opens 6 new roles…including Revenue Operations Manager…
50 of 50 collected · duplicates removed
Built into every workflow and agent. No screenshot — that's the real shape of the output.

One search. Two ways to use it.

The same live web search shows up in two places. Drop it into an automation as a step you control, or hand it to an AI agent as a tool it can reach for on its own — same engine underneath, same credits.

As a workflow step

A node you drop on the canvas and configure — the query, how many results, how recent. It runs as a deterministic step in your automation, every time, in the same place.

You configure it
As an agent tool

The same search, registered as a tool an AI agent can call mid-conversation. When it needs current information, it decides to look it up — and answers from the live web, not stale memory.

The agent decides

It pages the web until it has your number.

Most “web search” features hand you whatever the first page returns — about ten links — and call it done. Web Search doesn't. Ask for fifty results and it fetches page after page, dropping every duplicate URL as it goes, and keeps going until it has fifty clean, distinct sources.

Page 1 · 18 results
Page 2 · 17 new
Page 3 · 15 new
2 duplicate URLs dropped
50 of 50 collected
Stops at 100 resultsStops after 20 pagesStops if the web runs out
No padding, no repeats, no “first page and done.” If the web genuinely has nothing left, it stops honestly and tells you — the result even carries a note explaining that it de-duplicated by source.

Most search gives you links. This one reads the page.

Ten blue links still leave you with the real work: open each one, hunt past the nav and the ads, and copy out the part that matters. Web Search can do that for you. Turn on page content and it opens every result, strips the page chrome, and hands your workflow the clean article text — ready for an AI step to summarise or pull fields from. You only pay for the results you actually get back.

Plain search
acme.com/pricingAcme — PricingSimple, transparent pricing for teams of every size…link + snippet only
With page content
acme.com/pricingclean text · markdown
## Acme pricingStarter — $0 / month. 3 seats, 1,000 runs, community support.Team — $29 / seat / month. Unlimited runs, priority support, SSO.Business — custom. Dedicated success, audit logs, SLAs.Page nav, banners and ads stripped — main content only.
full page text, ready to summarise

That's the difference between a search box and a research step. The links tell you where to look; the page content means your workflow already read it — and can act on what it says without anyone opening a tab.

When the web has a straight answer, you get the answer.

Not every search wants a list. Web Search looks at the shape of what comes back. If there's a ranked list of pages, you get the list. If the web has a direct answer or a quick fact, it hands you that instead — and if there's nothing useful, it says so cleanly rather than failing.

  • “Series A SaaS hiring RevOps” → a ranked list of sources
  • “What's the GDP of France?” → one answer card
  • A query with nothing behind it → an honest “no good results”
What's the GDP of France?
Result · answer
$3.03 trillion (2024)
one direct answer, not a page of links
best CRM tools 2026
Result · ranked list
1 · crmcompare.io — The 9 best CRMs in 20262 · saastracker.com — CRM buyer's guide3 · opsweekly.com — What we switched to

You decide how fresh and how wide.

Two simple controls change everything a search returns. Scope it to the last day, week, month or year when recency matters — and point it at the whole web or a single site when you already know where to look.

Recency
Past dayPast weekPast monthPast yearAny time

A daily market pulse only wants today's news, not a five-year-old blog post.

Scope
The whole webOne site only

Looking for a company's own pricing? Scope the search to site:theircompany.com pricing and read it straight back.

Start with a question already written.

You don't have to phrase the perfect query. Pick a ready-made template, drop in your topic, and the search is set up for you — or start from scratch and write your own.

Research a topic

Latest trends and analysis on anything you’re tracking.

Competitor analysis

Products, pricing and market position for a named rival.

Lead generation

Companies and the people who make the decisions inside them.

Content research

Trending angles and what an audience actually cares about.

Start from scratch

An empty query when you already know exactly what to ask.

What it looks like in real work.

Web Search isn't a destination — it's a step. Wired into the products you already use, the live web becomes part of how things get done.

Brief the rep before they reply

A lead fills out your Tiny Form with their company name. The workflow feeds that answer straight into a competitor search and drops a one-page brief in the rep's inbox — before anyone responds.

A market pulse every morning

A scheduled workflow runs a topic search scoped to the past day, pulls the freshest twenty sources, de-duplicates them and lands a clean digest in a table or an email while you sleep.

Enrich a whole list of accounts

For every row in a Tiny Table, search that company's own site for their pricing, read the page back as clean text, and write a tidy summary into a new column — no tabs, no copy-paste.

An agent that cites live sources

Mid-conversation, a research or support agent realises it needs current information, calls Web Search on its own, and answers with up-to-date facts and links instead of stale training data.

The results go straight to work.

A search that just shows you results is a dead end. Drop Web Search into a form or a workflow and route what it finds — read the pages, summarise them, and send the result onward without anyone retyping a thing.

Search the web
Read the pages
Summarise with AI
Save to Tables
Email the team

All on one canvas — no glue code, no exports, no second tool.

Three ways to drop it in.

Web Search lives in the builder as a node and as an agent tool — add it to a Tiny Form or a Workflow, wire a query in, and route the result onward. Metered in the same credits as everything else.

Web Search10 credits

Search the live web from inside a workflow — ranked title, link and snippet for each result.

Web Search with page content2 credits / result

Search, then open each result and return the full page as clean text — optionally scoped to one site.

Web Search for agentsmetered per call

The same search, registered as a tool your AI agent can call on its own while it works.

The page-content variant is priced honestly — two credits per result it actually returns, so you only pay for what comes back.

Built so it doesn't fall over.

The live web is messy — slow pages, hiccups, dead ends. Web Search expects that.

Retries on a hiccup

A failed call is retried with a short backoff before it gives up — a single blip won't break your run.

Hard timeouts

Every search has a time limit, so a slow corner of the web can't stall the whole workflow.

Graceful empty results

If a search truly finds nothing, it returns a clean empty result — it never crashes the automation around it.

No duplicate sources

Every result is checked against the ones already collected and dropped if the URL repeats.

Variable-fed queries

The query can be a form answer, a table cell or an earlier step's output — not just a fixed string.

Pay per result

The page-content variant charges only for results it returns — nothing for a search that comes up empty.

How it compares.

The raw search APIs are fast and powerful. The difference is that Web Search is built into the place you already work, and it does the parts they leave to you.

 Tiny Command Web SearchSearch APIsA chatbot's web toolManual googling
Reads result pages back as clean textNosomeBy hand
Pages until it has the count you asked foryou loop itNoBy hand
De-duplicates sources for youNoNoNo
Works as a workflow step and an agent toolAPI onlychat onlyNo
One bill with the rest of your stackNomaybe

If you want a raw search API to wire up yourself, the search vendors do that well. If you want the live web searched, read and acted on inside the tools you already use, that's what we built.

Good to know.

Where do the results come from? +

The live web — current, public web results, the same kind you'd get from a search engine. Web Search runs the query server-side, collects the results across as many pages as it needs, and hands them back clean and de-duplicated.

What's the difference between the two search nodes? +

Plain Web Search returns ranked results — a title, link and snippet for each. Web Search with page content goes a step further: it opens every result, strips the nav and ads, and returns the full page as clean text, ready for an AI step to summarise or pull fields from.

Can I limit results to recent pages? +

Yes. Scope any search to the last day, week, month or year. It's one setting on the node — handy for a daily market pulse or anything where stale results would only get in the way.

Can an agent use it on its own? +

Yes. Web Search is registered as a tool your AI agent can call mid-conversation. When it needs current information it decides to look it up, then answers from live results instead of stale training data.

Do I need to write any code? +

No. Web Search is a drag-in node inside Tiny Forms and Workflows, and a built-in tool for Agents — add it, point it at a query, and route the result onward. No keys, no servers, nothing to host.

What does it cost? +

It's metered in the same credits as the rest of Tiny Command — a plain search runs 10 credits, and the page-content variant is 2 credits for each result it returns, so you only pay for what comes back. On every plan, including Free. No separate vendor bill.

Put the live web inside your workflows.

Add Web Search to any form, workflow or agent and let it search, read and hand off — clean. Free to start.