Website Insights

Infer initiatives and pain points by analyzing website changes across 6M+ companies—text modifications, page additions, and page removals.

Overview

A company's website is the most direct expression of their strategy—what they're building, who they're selling to, and where they're headed. By tracking website changes over time, we surface signals that indicate business priorities, growth initiatives, and potential pain points.

We scan 6 million company websites on a recurring basis, capturing full-page snapshots and comparing them against previous versions. Our pipeline analyzes three dimensions of change:

  1. Text modifications — Changes to messaging, value propositions, product descriptions, and positioning language
  2. Page additions — New pages for products, features, pricing tiers, compliance certifications, job listings, and partnerships
  3. Page removals — Deprecated products, discontinued services, or sunset features

Each detected change is classified using a model trained to infer business intent from website content. A single company might produce multiple signals if we detect meaningful changes across different areas of their site (e.g., both a pricing update and a new partnership announcement).

Signals are consolidated into 38 standardized subtypes—down from 1,700+ fragmented event types in previous iterations—making it significantly easier to filter, activate, and build workflows around website intelligence at scale.

Available Subtypes

Subtype EnumDescriptionSample Delivery Signal Count (Jan 2026)
acquisitionM&A activity detected11,436
brandingChangeBrand, logo, or visual identity updates29,038
communityEngagementCommunity or user engagement initiatives6,249
complianceUpdateCompliance, security, or legal page changes32,147
contactUpdateContact information or location changes1,790
customerWinCustomer logo, case study, or testimonial added57,149
eventAnnouncementEvent, webinar, or conference announcement82,741
executiveChangeLeadership or executive team changes65,875
expansionGeneralGeneral business expansion signals15,618
featureLaunchNew feature announcement48,689
featureUpdateExisting feature enhancement25,579
fundingNewsFunding round or investment news11,516
geographicExpansionNew market or region expansion90,467
marketDataMarket data or industry statistics published1,087
marketingCampaignMarketing campaign launch26,807
marketingChannelNew marketing channel or platform6,106
marketingContentNew marketing content published250,168
marketingShiftMessaging or positioning change173,394
mediaPressPress release or media coverage7,959
operationalChangeOperational or process changes25,262
otherOther website changes197,664
partnershipAnnouncementPartnership or integration announced84,307
pricingChangePricing page or tier changes122,419
pricingPromotionPromotional pricing or discounts114,512
productExpansionProduct line expansion57,094
productHighlightProduct spotlight or featured content39,434
productLaunchNew product announcement148,194
productRemovalProduct or feature deprecation23,656
productUpdateProduct enhancement or update68,519
programLaunchNew program (partner, referral, etc.)20,755
projectUpdateProject milestone or update4,246
recognitionAwardAward or recognition announcement27,850
serviceUpdateService offering changes36,726
targetAudienceShiftTarget market or audience shift7,504
teamExpansionHiring or team growth signals34,563
technicalUpdateTechnical or infrastructure changes11,214
technologyAdoptionNew technology adoption32,586
websiteUpdateGeneral website updates61,797

Schema

{
  "signal_id": "3eebeb4d-c518-4140-ad0c-53bfba49d950",
  "signal_type": "website",
  "signal_subtype": "executiveChange",
  "signal_name": "Vanguard Leadership Team Update",
  "detected_at": "2026-01-02T00:00:00Z",
  "association": "company",
  "company": {
    "name": "Vanguard",
    "domain": "vanguard.com"
  },
  "data": {
    "summary": "Vanguard posted new job openings focused on application security and data analytics, including roles such as Application Threat Modeler and AppSec Project Manager.",
    "evidence": "Added jobs: Data Discovery Analyst (Financial Service Domains), Application Threat Modeler, Senior Analyst, Application Threat Modeler, Specialist, AppSec Project Manager.",
    "impact_rationale": "The addition of multiple specialized security and analytics roles indicates a significant investment in cybersecurity and data-driven decision-making.",
    "source_url": "https://www.vanguardjobs.com",
    "relevance": 0.99
  }
}

Field Reference

Core Fields

FieldTypeRequiredDescription
signal_idstring (UUID)Unique identifier for this signal
signal_typestringAlways "website"
signal_subtypestringOne of the 38 standardized subtypes (see table above)
signal_namestringHuman-readable signal headline
detected_atstring (ISO 8601)When the website change was detected
associationstringAlways "company"

Company Object

FieldTypeRequiredDescription
company.namestringCompany name
company.domainstringCompany website domain

Data Object

FieldTypeRequiredDescription
data.summarystringSummary of the detected website change
data.evidencestringSpecific evidence of what changed (added/removed content)
data.impact_rationalestringBusiness impact explanation and sales relevance
data.source_urlstring (URL)URL where the change was detected
data.relevancefloat (0.0-1.0)Business relevance score (see Known Limitations)

Known Limitations

⚠️

February 2026 Release Notes

Relevance scoring needs tuning. The data.relevance field is generated by an AI model that isn't calibrated as tightly as we'd like. Currently, 71% of signals score between 0.5-0.7, with only 9% scoring above 0.9. We plan to improve model calibration in upcoming deliveries so high-relevance signals are more reliably surfaced.

Limited date range. The current delivery covers website changes detected between January 2-8, 2026 only. While we've dramatically expanded company and signal coverage, the event date window is narrow. Future deliveries will analyze broader historical timestamps.


Data Activation

Timing

detected_at is when the website change was detected. The current delivery covers changes from January 2-8, 2026.

Uniqueness

One signal per subtype per company per detection window. A single company may have multiple signals across different subtypes in the same delivery.

Filtering Recommendations

  • Filter on data.relevance >= 0.7 for higher-precision use cases
  • Use subtypes like pricingChange, productLaunch, and partnershipAnnouncement for high-intent signals
  • Combine with other signals (news, hiring) for comprehensive account intelligence

API Usage

Generate Content API

{
  "enabledInsights": ["websiteMarketingShift", "websitePricingChange", "websiteProductLaunch"],
  "disabledInsights": []
}

Generate Insights API

{
  "insightSubtype": "websitePricingChange"
}

Example Output

"Noticed your pricing page recently changed to emphasize enterprise features and custom pricing tiers. If you're gearing up for an upmarket push, would love to share how we're helping similar companies scale their enterprise sales motion."

Coverage

  • Refresh: Monthly
  • Websites Scanned: 6M+ companies
  • Subtypes: 38 standardized event types
  • Best for: Competitive intelligence, sales timing, account prioritization, market research