Your agent.
Better context.

We’re building a simpler way to work with web data.
Explore source discovery and structured response concepts.

for StartupsInception
Your agentSales researcher

Find 200 dentists in Austin rated above 4.5.

Workflow animation: request, source selection, structured response.
TrustScrapSource routing
  • Google MapsPrimary
  • YelpAlternative
  • LinkedInAlternative
Response formatJSON
Business records

Names, ratings, and phone numbers

Structured JSON
Google Maps

THE SOURCE CATALOG

There’s a source for that.

12 of 20 source workflowsPublished reference rates

Your agent does the work.
We connect the dots.

01 / CONNECTION CONCEPT

One place.
For your source research.

A unified data layer is the goal. This prototype explores how source discovery, request details, and structured outputs could fit together.

  • Organize source ideas
  • Define the information you need
  • Plan a consistent response structure
See the workflow
Connection concept•••
TrustScrap workspace conceptConnection not configured
Google Maps
LinkedIn
Amazon
Reddit
G2
YouTube
Zillow
Source ideas
02 / SOURCE SELECTION CONCEPT

Choose a source.
Understand the trade-offs.

Different sources suit different research tasks. A useful comparison should explain access requirements, expected fields, and measured quality when that information is available.

  • Understand source-specific access
  • Define response expectations
  • Measure quality before scoring it
Explore data quality signals
Explore source optionsConcept
EXAMPLE RESEARCH TASKResearch local businesses in Austin
SourceUse caseAccess

A source idea for researching places and public business information.

Make data quality easier to understand.

Trust Score is a proposed way to compare sources. This preview explains the signals to consider; it does not publish measured scores or uptime.

Signals worth measuring

Request outcome
Did the source return a usable response or an error?
Response time
How long did the request take to complete?
Data freshness
When was the information retrieved or updated?
Schema validation
Does the response match the expected structure?

Compare provider approaches

TrustScrap

Preview

A product concept exploring source discovery and data-quality signals for agent workflows.

Explore this preview

Apify

Cloud-hosted Actors for web scraping, browser automation, and data processing.

Official docs

Bright Data

Scraper APIs for structured web data and a marketplace of ready-made datasets.

Official docs

PRICING

Every source. Priced by the task.

Find the rate for your workflow, understand the billing unit, and plan your usage.

  • Rates for all 20 catalog workflows
  • Per-call and per-result billing, clearly labeled
  • Published sources behind every rate
Explore source rates

Usage calculator

USD

$0.00015 per successful call

10,000
1,000100,000
Estimated reference cost

$1.50 / month

Litescrape · Before credits, add-ons and taxes.

View rate source

Source rates

20 workflows · USD

Published third-party reference rates for each catalog workflow
Source / taskRateProvider / reference
Google MapsPlace search$0.00015per successful callLitescrapeTreg catalog
LinkedInCompany profiles$0.0009per successful callCrawl4AITreg catalog
AmazonProduct details$0.0015per recordBright DataTreg catalog
RedditPost search$0.0009per successful callCrawl4AITreg catalog
G2Software reviews$0.0025per reviewApify · themineworksApify Store
YouTubeVideo search$0.001per successful callTikHubTreg catalog
ZillowProperty details$0.00015per successful callCrawl4AITreg catalog
TrustpilotCompany reviews$0.00135per successful callCrawl4AITreg catalog
LinkedInProfile lookup$0.0009per successful callCrawl4AITreg catalog
InstagramPublic profiles$0.0009per successful callCrawl4AITreg catalog
ShopifyStore products$0.00015per successful callCrawl4AITreg catalog
GitHubTrending repositories$0.00165per successful callCrawl4AITreg catalog
TikTokVideo search$0.0005per successful callCrawl4AITreg catalog
XPost search$0.00065per successful callCrawl4AITreg catalog
IndeedJob search$0.00015per successful callCrawl4AITreg catalog
YelpBusiness search$0.00015per successful callLitescrapeTreg catalog
AmazonProduct reviews$0.00015per successful callCrawl4AITreg catalog
BookingHotel details$0.00015per successful callCrawl4AITreg catalog
YouTubeVideo comments$0.0009per successful callCrawl4AITreg catalog
Google MapsPlace reviews$0.00015per successful callCrawl4AITreg catalog

Reference rates from Treg’s public catalog and Apify Store, checked October 29, 2026. Treg’s provider-account rates are specific to its service; these are not TrustScrap quotes. A call may return multiple records. G2 uses the Apify Free plan base rate; optional insights and other add-ons are extra.

Your next workflow.
Start with better questions.

Explore the source ideas and interactive product preview.