The quarter moves before consensus does.
String builds web data signals that give investment teams an independent view of revenue, demand, and operating momentum before earnings.
Build the model before the call.
Consensus updates in bursts. The web changes every day. We collect the pages behind the KPI, map them into your coverage model, and keep the signal current until the report.
Demand
Availability · reviews · rankings
→ Revenue and unit demand
Price and mix
Prices · promotions · assortments
→ Average selling price and mix
Footprint
Locations · openings · service areas
→ Unit growth and market coverage
Operating pace
Hiring · delivery windows · capacity
→ Throughput and operating momentum
What does the web say that the street has not priced in?
The output is the difference between a live, independent view of the business and the assumption already in the market.
The feed stays accountable to the thesis.
A forward deployed engineer works with your team from the first source through the earnings cutoff. The same person owns collection, validation, and delivery.
Name the company KPI, the street assumption, and the web activity that should move first.
Collect the relevant public pages on a fixed cadence and preserve every observation.
Map the web signal into your model and compare the independent estimate with consensus.
Validate each delivery and repair collection as source sites change through the reporting date.
“We transitioned all of our web data pipelines to String. Everything just works because we don't get blocked, scrapers self-heal immediately, and they guarantee data quality.”
Public sources. Clear boundaries.
We collect public web data and hold to the same commitments on every earnings signal.
Public pages only
We collect from openly accessible pages, never from behind a paywall, login, or other authentication.
No clickwrap gates
We do not collect from sites that require accepting terms through a clickwrap agreement.
No copyrighted media
We do not collect copyrighted materials such as images or video.
Considerate rate limits
Every feed is capped at one request per second by default, and most run slower.
Build the view before the quarter reports.
Tell us the company, the KPI, and the consensus question. We will scope the signal with you.
