Global 5D B2B Signal Suite
Cameron Fearnehough · @aperture
Aggregate & score 5D buying signals across jobs, funding, contract awards, executive changes, & biotech in 10 countries.

About

Global B2B Buying-Signal Unlimited Orchestrator (Zero Proxy)
All-In-One 5D B2B Buying-Intent Orchestrator for Clay, n8n & Autonomous AI Outbound
Orchestrate, aggregate, and score multi-dimensional B2B buying signals across 10 global markets (DE, AT, BE, NL, FR, UK, AU, NZ, US, EU) into deduplicated, 0–100 ICP-scored account lists with ready-to-send outreach hooks, 28 detected tech-stack tags, and verified individual buyer emails. Runs in the cloud without requiring your LinkedIn cookies or browser login.
Combines all 5 intent dimensions in a single unified pipeline:
- B2B Hiring Intent (
jobs): High-growth hiring spikes, VP/Director commercial roles, and tech stack tags across Stepstone DACH/Benelux, Seek ANZ, and France Travail. - Startup Growth Capital (
funding): Seed to Series C+ funding rounds from official European tech registries and Maddyness. - Government Contract Awards (
contract_award): Public procurement awards and tenders across UK Find a Tender, Contracts Finder, France BOAMP, and EU TED. - Executive & Corporate Changes (
executive_change): Statutory leadership appointments, managing director changes, and new B2B incorporations from BODACC, Companies House, and GLEIF. - Biotech Clinical Trials & R&D Grants (
clinical_trial,research_grant): Phase 1–3 trial initiations from ClinicalTrials.gov and EU EMA CTIS alongside multi-million euro R&D grants from Horizon Europe (CORDIS) and US NIH SBIR/STTR.
Fair Pricing Guarantee: Only Pay for Named Decision-Makers
We enforce an institutional, zero-surprise pricing policy that protects your margins:
$0.003per scored lead ($3.00 / 1,000) —icp-lead-scored: Full deduplicated company record, resolved corporate root domain,0–100ICP score (icp_score), signal count, 28 tech-stack tags (tech_stack), personalized outreach hook (outreach_hook), sanitized corporate phone number, and generic departmental inbox (info@,contact@,hello@) included at no extra charge.$0.009per verified named contact ($9.00 / 1,000) —icp-multi-signal-enriched: $0.008 (scrapers) / $0.009 (aggregator) only when a literal named contact is extracted from the live Impressum/contact page and its domain passes DNS MX verification; generic info@ fallbacks are billed at the $0.002 / $0.003 base rate ($0.000 extra).- Generic Department Inboxes Are Always Free (
role_fallback): Even when a company scores100/100on compound intent (e.g., winning a public framework tender while actively expanding sales, or raising startup funding while hiring engineers), if the only discovered email is a generic role inbox (contact@,info@,office@), it is retained incontact_emailfor free (email_verification_status: "role_fallback") and automatically billed at the base$0.003rate (icp-lead-scored). $0.00Pre-Fetch Cost Shield: Negative keyword and location filters (excludeCompanyKeywords,excludeLocations,blacklistDomains) drop non-ICP accounts and staffing agencies before domain resolution or billing.
Production Verification Proof Table (Sample Output)
Illustrative output shape — run the Actor for live records
| Company | Geo | Intent Signals Detected | ICP Score | Verified Contact Email | Verification Status | PPE Event Triggered | Price Billed |
| :--- | :---: | :--- | :---: | :--- | :---: | :--- | :---: |
| **Example Enterprise Ltd** | `UK` | `contract_award` (Framework Tender) + `jobs` | **100** | `[email protected]` | `ok` | `icp-multi-signal-enriched` | **$0.009** |
| **Example Cloud SAS** | `FR` | `funding` (Fintech Round) + `jobs` | **100** | `[email protected]` | `role_fallback` | `icp-lead-scored` | **$0.003** |
| **Example Therapeutics Inc.** | `US` | `clinical_trial` (Phase 2 Study) + `research_grant` | **100** | `[email protected]` | `ok` | `icp-multi-signal-enriched` | **$0.009** |
| **Example Systems GmbH** | `DE` | `jobs` (SDR B2B Hiring) | **85** | `[email protected]` | `role_fallback` | `icp-lead-scored` | **$0.003** |
Complete Aperture B2B Buying Signal Suite
Combine regional signal scrapers with our cross-dataset 5D ICP scoring engine and Bytewells unlimited passes to run a unified outbound pipeline across Europe, the UK, North America, and APAC:

| # | Actor | Markets (`geo`) | Signal Types | Primary Sources | Apify PPE (Basic / Enriched) | Bytewells Flat Rental |
| :-: | :--- | :---: | :--- | :--- | :--- | :--- |
| **1** | **[Stepstone DACH & Benelux Scraper](https://apify.com/aperture/stepstone-dach-buying-signal-scraper)** (`stepstone-dach-buying-signal-scraper`) | `DE`, `AT`, `BE`, `NL` | `jobs` | Stepstone (`.de`, `.at`, `.be`, `.nl`) + `/impressum` emails | `$0.002` / `$0.008` | `$49/mo` Unlimited |
| **2** | **[Seek Australia & NZ Scraper](https://apify.com/aperture/seek-anz-buying-signal-scraper)** (`seek-anz-buying-signal-scraper`) | `AU`, `NZ` | `jobs` | Seek (`seek.com.au`, `seek.co.nz`) + corporate `/contact` emails | `$0.002` / `$0.008` | `$49/mo` Unlimited |
| **3** | **[France Travail & Maddyness Scraper](https://apify.com/aperture/france-buying-signal-scraper)** (`france-buying-signal-scraper`) | `FR` | `jobs`, `funding` | France Travail jobs + Maddyness funding + `/mentions-legales` | `$0.002` / `$0.008` | `$49/mo` Unlimited |
| **4** | **[5D B2B Buying-Signal ICP Aggregator](https://apify.com/aperture/b2b-buying-signal-icp-aggregator)** (`b2b-buying-signal-icp-aggregator`) | `All 9 Geos` | `5D Multi-Signal` | Cross-dataset deduplicator, `0–100` ICP scorer, 28 tech tags & hooks | `$0.003` / `$0.009` | `$49/mo` Unlimited |
| **5** | **[EU & UK Public Procurement Scraper](https://apify.com/aperture/eu-uk-procurement-award-signal-scraper)** (`eu-uk-procurement-award-signal-scraper`) | `UK`, `FR`, `DE`, `NL`, `BE`, `AT` | `contract_award` | UK Find a Tender (OCDS) + France BOAMP + EU TED v3 awards | `$0.002` / `$0.008` | `$49/mo` Unlimited |
| **6** | **[EU & UK Executive & Incorporation Scraper](https://apify.com/aperture/eu-uk-executive-incorporation-signal-scraper)** (`eu-uk-executive-incorporation-signal-scraper`) | `FR`, `UK`, `DE`, `AT` | `executive_change` | France BODACC + UK Companies House + GLEIF new directors | `$0.002` / `$0.008` | `$49/mo` Unlimited |
| **7** | **[Biotech Clinical Trial & Grant Scraper](https://apify.com/aperture/biotech-clinical-trial-buying-signal-scraper)** (`biotech-clinical-trial-buying-signal-scraper`) | `US`, `UK`, `DE`, `FR`, `NL`, `BE`, `AT` | `clinical_trial`, `research_grant` | US ClinicalTrials.gov v2 + EU EMA CTIS + CORDIS + NIH SBIR | `$0.002` / `$0.008` | `$49/mo` Unlimited |
| **8** | **[LinkedIn & Direct ATS Buying-Signal Scraper](https://apify.com/aperture/linkedin-ats-b2b-buying-signal-scraper)** (`linkedin-ats-b2b-buying-signal-scraper`) | `All 9 Geos` | `jobs` | Zero-Cookie LinkedIn Guest Jobs + Greenhouse, Lever & Personio | `$0.002` / `$0.008` | `$49/mo` Unlimited |
| **9** | **[European Impressum Bulk Enricher](https://apify.com/aperture/european-impressum-contact-bulk-enricher)** (`european-impressum-contact-bulk-enricher`) | `DE`, `AT`, `CH`, `FR`, `UK`, `NL`, `BE` | `impressum_enrichment` | Bulk domain -> `/impressum` & `/mentions-legales` named contacts, VAT & HRB | `$0.001` / `$0.006` | `$49/mo` Unlimited |
| **10** | **[Global 5D B2B Signal Suite Unlimited](https://apify.com/aperture/global-b2b-signal-suite-unlimited)** (`global-b2b-signal-suite-unlimited`) | `All 10 Geos` | `All 5D Signals` | All-in-one whale orchestrator (Jobs, Tenders, Directors, Trials & Grants) | `$0.003` / `$0.009` | `$199–$249/mo` Agency Pass |
High-Volume & Agentic Execution: Apify Store vs. Bytewells Flat Rental (8,300 rows/mo Break-Even)
| Execution Tier | Best For | Pricing Model | Monthly Break-Even Volume | Autonomous Agent / MCP Support |
|---|---|---|---|---|
| Apify Store (Pay-Per-Event) | On-demand Clay tables, weekly delta schedules & low-to-mid volume | $0.003 basic / $0.009 verified named contact | < 8,300 enriched rows/mo | Native @apify/actors-mcp-server |
Bytewells (bytewells.com) | High-volume agency pipelines, enterprise revops & multi-client agency teams | $49/mo Flat Rental or $199–$249/mo Agency License ($0.00 per-event fee) | >= 8,300 enriched rows/mo | Native HTTP 402 Agentic Auto-Buy (x402 / Bytewells MCP) |
3-Step Clay & n8n Integration
- Add an HTTP API Enrichment Step: In your Clay workbook or n8n workflow, create an HTTP POST request targeting the Apify run-sync endpoint:
https://api.apify.com/v2/acts/aperture~global-b2b-signal-suite-unlimited/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN - Configure Your 5D Intent Parameters:
{ "signalDimensions": ["jobs", "funding", "contract_award", "executive_change", "clinical_trial"], "countries": ["DE", "FR", "UK", "US"], "minIcpScore": 75, "maxItems": 100 } - Map Rich Output Columns: Map
icp_score,outreach_hook,contact_email,tech_stack, andevidence_urldirectly into your outbound campaign sequences.
Output Dataset Schema (32 Fields)
| Field Name | Type | Description |
| :--- | :--- | :--- |
| `company` | `string` | Normalized legal or operating company name. |
| `domain` | `string` | Canonical corporate root domain (e.g., `example.com`). |
| `icp_score` | `integer` | Deterministic `0–100` score ranking purchase propensity (100 for multi-signal). |
| `signal_count` | `integer` | Total number of distinct buying signals merged for this company. |
| `signal_type` | `string` | Primary signal type (`multi_signal`, `jobs`, `funding`, `contract_award`, etc.). |
| `signal_types_matched`| `array` | Distinct buying signal dimensions matched across records. |
| `role_title` | `string` | Primary role title or tender/grant headline. |
| `seniority_band` | `string` | Normalized seniority band (`cxo`, `vp`, `director`, `manager`, `senior`, `mid`, `entry`). |
| `location` | `string` | Operating city or regional location. |
| `geo` | `string` | Portfolio country code (`DE`, `AT`, `BE`, `NL`, `FR`, `UK`, `AU`, `NZ`, `US`, `EU`). |
| `posted_date` | `string` | ISO 8601 publication or detection date. |
| `signal_detail` | `string` | Verbatim signal summary across merged dimensions. |
| `tech_stack` | `array` | Detected technology tags (from 28-tool enterprise SaaS dictionary). |
| `outreach_hook` | `string` | Personalized 1–2 sentence cold outbound icebreaker. |
| `signal_source_actor`| `string` | Primary source Actor. |
| `source_actors` | `array` | All upstream portfolio Actors contributing signals. |
| `signal_date` | `string` | Most recent signal date (`YYYY-MM-DD`). |
| `evidence_url` | `string` | Primary direct evidence URL. |
| `evidence_urls` | `array` | All deduplicated source evidence URLs. |
| `contact_email` | `string` | Verified business contact email. |
| `contact_phone` | `string` | Sanitized corporate phone number (template placeholders stripped). |
| `contact_name` | `string` | Full name of verified contact person. |
| `contact_title` | `string` | Verbatim title extracted from contact source page. |
| `contact_source_url` | `string` | Source URL where contact was discovered. |
| `contact_match_type` | `string` | Contact hierarchy classification (`role_matched`, `department_matched`, `legal_officer`, `generic_inbox`). |
| `salary_band` | `string` | Compensation band, contract value, or grant amount. |
| `contract_type` | `string` | Nature of employment or procurement contract. |
| `email_verification_status` | `string` | `ok`, `role_fallback`, `mx_only`, `unverified`, `invalid`. |
| `mx_provider` | `string` | Mail infrastructure (Google Workspace, Microsoft 365, etc.). |
| `ppe_event_charged` | `string` | Billed PPE event (`icp-multi-signal-enriched` or `icp-lead-scored`). |
| `notes` | `string` | Execution audit trail and tech stack metadata. |
| `error` | `string` | Diagnostic error message (null on healthy records). |
Supported 28-Tool Tech-Stack Dictionary
Scans job postings, company notes, and contract specs for mentions of:
AWS, Azure, Braze, CrowdStrike, Databricks, Datev, Dynamics 365, GCP, HubSpot, Kubernetes, Looker, Marketo, NetSuite, Odoo, Okta, PayFit, Xero, Personio, Power BI, SAP, Salesforce, Segment, ServiceNow, Snowflake, Stripe, Tableau, Terraform, Workday.
Input
Preview of the input form. Rent the Actor to fill it in and start runs from the console.
Fields
signalDimensionsSelect the buying intent dimensions to orchestrate: jobs (hiring), funding (growth capital), contract_award (public procurement), executive_change (statutory appointments & incorporations), clinical_trial (life sciences R&D), and research_grant (Horizon Europe / NIH / SBIR).
countriesFilter leads by country code across 10 supported portfolio markets (DE, AT, BE, NL, FR, UK, AU, NZ, US, EU).
keywordsOptional list of role title or technology keywords to require across evaluated job and intent signals (e.g., Salesforce, Snowflake, Sales, AI).
rawSignalsOptional inline JSON array of raw buying signal records from Clay, n8n, Make, or Claude MCP. When left empty, the orchestrator automatically activates curated multi-dimensional benchmark seeds with live enrichment.
minIcpScoreFilter out leads below this minimum ICP threshold (0-100). Multi-signal leads combining 2+ distinct intent dimensions automatically score 100/100.
maxSignalAgeDaysMaximum age of signals to include in days (defaults to 180 days).
excludeCompanyKeywordsOptional company name substrings to exclude (e.g. staffing, recruitment, agency, temp) at $0.00 cost before domain normalization, enrichment, or billing.
excludeLocationsOptional location substrings to exclude at $0.00 cost before processing.
excludeLegalOfficerFallbacksWhen true, discards statutory imprint/gazette legal officer contacts (Geschäftsführer, Président, Director) on hiring/contract/funding signals where a functional department head was not found, leaving email blank at $0.00 extra cost.
strictBuyerMatchOnlyWhen true, strictly outputs leads with verified named buyer contacts (role_matched or department_matched, ok deliverability, non-recruiter corporate email) and silently skips unverified or role_fallback records before charging.
commercialSponsorsOnlyWhen true, excludes academic institutions, university hospitals, and non-commercial sponsors from clinical trial and research grant dimensions.
scraperModeChoose between full email enrichment (verified individual contacts at $0.009 / generic role_fallback at $0.003) or basic signal extraction without email ($0.003).
blacklistDomainsOptional list of company root domains (e.g., existing customers, competitors) to exclude at $0.00 cost before scoring or billing.
customEmailVerifierApiKeyOptional custom API key for third-party verification cascades (BounceBan / NeverBounce / MillionVerifier). If omitted, built-in DNS MX & SMTP syntax verification is used.
maxItemsMaximum number of deduplicated, top-scoring ICP company leads to output (sorted by icp_score descending). Free-tier Apify runs are capped at 25 leads per run.
proxyConfigurationProxy settings. The suite operates zero-proxy by default on public open data and registries; residential proxies can be attached if querying high-frequency targets.
Configure per-client account ICP scoring in 10 seconds using native dropdown presets and boost keywords (or pass full icpWeights JSON for programmatic API overrides).
icpScoringPresetSelect the target client industry preset to automatically calibrate 0–100 account ICP scoring without hand-writing JSON. Pure account & signal fit (0% contact provenance penalty) so contact_confidence and $0.008/$0.002 PPE billing remain strictly orthogonal.
icpBoostKeywordsType any industry, product, or niche keywords that matter to this client workspace (e.g. 'cybersecurity', 'chemicals', 'industrial insurance'). Matching accounts automatically receive an +18 pt ICP boost.
icpTargetSeniorityChoose which hiring or signal role seniority tier receives the maximum +25 pt seniority weight for this client workspace.
icpRecencyPriorityControl how strongly fresh signals (posted <=3 days ago) are prioritized over older signals in the 0–100 account ICP score.
icpWeightsOptional configurable 0–100 account ICP scoring weights (signalTypes, roleSeniority, geos, industryKeywords regex-to-points map, and recency brackets). Pure account & signal fit (0% contact provenance penalty) so you can customize account scoring per client workspace without affecting contact_confidence or $0.008/$0.002 PPE billing.
API
Bytewells speaks the Apify API. Existing integrations keep working: point apify-client at https://bytewells.com/api and use your Bytewells API token (Console → Settings → API access). The Actor ID is aperture/global-b2b-signal-suite-unlimited (or aperture~global-b2b-signal-suite-unlimited in URLs).
JavaScript · apify-client
import { ApifyClient } from 'apify-client';
const client = new ApifyClient({
token: process.env.BYTEWELLS_TOKEN,
baseUrl: 'https://bytewells.com/api',
});
const input = {
"signalDimensions": [
"jobs",
"funding",
"contract_award",
"executive_change",
"clinical_trial",
"research_grant"
],
"countries": [
"DE",
"AT",
"BE",
"NL",
"FR",
"UK",
"AU",
"NZ",
"US",
"EU"
],
"keywords": [],
"rawSignals": [],
"minIcpScore": 0,
"maxSignalAgeDays": 180,
"excludeCompanyKeywords": [],
"excludeLocations": [],
"excludeLegalOfficerFallbacks": false,
"strictBuyerMatchOnly": false,
"commercialSponsorsOnly": true,
"scraperMode": "enriched_with_email",
"blacklistDomains": [],
"maxItems": 100,
"proxyConfiguration": {
"useApifyProxy": false
},
"icpScoringPreset": "b2b_saas_cyber_tech",
"icpBoostKeywords": [
"cybersecurity",
"cloud",
"enterprise"
],
"icpTargetSeniority": "director_vp_first",
"icpRecencyPriority": "fresh_first",
"icpWeights": {
"signalTypes": {
"multi_signal": 45,
"contract_award": 35,
"clinical_trial": 35,
"funding": 35,
"jobs": 30,
"executive_change": 25
},
"roleSeniority": {
"director_vp_global": 25,
"manager_kam_territory": 18,
"specialist_ic": 10
},
"geos": {
"DE": 15,
"AT": 12,
"CH": 15,
"UK": 15,
"FR": 15,
"NL": 14,
"BE": 14,
"AU": 14,
"NZ": 12,
"US": 15
},
"industryKeywords": {
"cybersecurity|security|software|cloud|it|saas": 18,
"chemicals|industrial|automation|manufacturing|entry systems": 12,
"insurance|versicherung|finanz|logistics": 8,
"testing|instruments|actuators|sensors": 6
},
"recency": {
"days_0_3": 15,
"days_4_7": 11,
"days_8_14": 6,
"days_15_plus": 0
}
}
};
const run = await client.actor('aperture/global-b2b-signal-suite-unlimited').call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);Python · apify-client
import os
from apify_client import ApifyClient
client = ApifyClient(os.environ["BYTEWELLS_TOKEN"], api_url="https://bytewells.com/api")
run_input = {
"signalDimensions": [
"jobs",
"funding",
"contract_award",
"executive_change",
"clinical_trial",
"research_grant"
],
"countries": [
"DE",
"AT",
"BE",
"NL",
"FR",
"UK",
"AU",
"NZ",
"US",
"EU"
],
"keywords": [],
"rawSignals": [],
"minIcpScore": 0,
"maxSignalAgeDays": 180,
"excludeCompanyKeywords": [],
"excludeLocations": [],
"excludeLegalOfficerFallbacks": False,
"strictBuyerMatchOnly": False,
"commercialSponsorsOnly": True,
"scraperMode": "enriched_with_email",
"blacklistDomains": [],
"maxItems": 100,
"proxyConfiguration": {
"useApifyProxy": False
},
"icpScoringPreset": "b2b_saas_cyber_tech",
"icpBoostKeywords": [
"cybersecurity",
"cloud",
"enterprise"
],
"icpTargetSeniority": "director_vp_first",
"icpRecencyPriority": "fresh_first",
"icpWeights": {
"signalTypes": {
"multi_signal": 45,
"contract_award": 35,
"clinical_trial": 35,
"funding": 35,
"jobs": 30,
"executive_change": 25
},
"roleSeniority": {
"director_vp_global": 25,
"manager_kam_territory": 18,
"specialist_ic": 10
},
"geos": {
"DE": 15,
"AT": 12,
"CH": 15,
"UK": 15,
"FR": 15,
"NL": 14,
"BE": 14,
"AU": 14,
"NZ": 12,
"US": 15
},
"industryKeywords": {
"cybersecurity|security|software|cloud|it|saas": 18,
"chemicals|industrial|automation|manufacturing|entry systems": 12,
"insurance|versicherung|finanz|logistics": 8,
"testing|instruments|actuators|sensors": 6
},
"recency": {
"days_0_3": 15,
"days_4_7": 11,
"days_8_14": 6,
"days_15_plus": 0
}
}
}
run = client.actor("aperture/global-b2b-signal-suite-unlimited").call(run_input=run_input)
items = client.dataset(run["defaultDatasetId"]).list_items().items
print(items)HTTP · curl
curl -X POST "https://bytewells.com/api/v2/acts/aperture~global-b2b-signal-suite-unlimited/runs" \
-H "Authorization: Bearer $BYTEWELLS_TOKEN" \
-H "Content-Type: application/json" \
-d '{"signalDimensions":["jobs","funding","contract_award","executive_change","clinical_trial","research_grant"],"countries":["DE","AT","BE","NL","FR","UK","AU","NZ","US","EU"],"keywords":[],"rawSignals":[],"minIcpScore":0,"maxSignalAgeDays":180,"excludeCompanyKeywords":[],"excludeLocations":[],"excludeLegalOfficerFallbacks":false,"strictBuyerMatchOnly":false,"commercialSponsorsOnly":true,"scraperMode":"enriched_with_email","blacklistDomains":[],"maxItems":100,"proxyConfiguration":{"useApifyProxy":false},"icpScoringPreset":"b2b_saas_cyber_tech","icpBoostKeywords":["cybersecurity","cloud","enterprise"],"icpTargetSeniority":"director_vp_first","icpRecencyPriority":"fresh_first","icpWeights":{"signalTypes":{"multi_signal":45,"contract_award":35,"clinical_trial":35,"funding":35,"jobs":30,"executive_change":25},"roleSeniority":{"director_vp_global":25,"manager_kam_territory":18,"specialist_ic":10},"geos":{"DE":15,"AT":12,"CH":15,"UK":15,"FR":15,"NL":14,"BE":14,"AU":14,"NZ":12,"US":15},"industryKeywords":{"cybersecurity|security|software|cloud|it|saas":18,"chemicals|industrial|automation|manufacturing|entry systems":12,"insurance|versicherung|finanz|logistics":8,"testing|instruments|actuators|sensors":6},"recency":{"days_0_3":15,"days_4_7":11,"days_8_14":6,"days_15_plus":0}}}'Runs are billed as compute from your credit balance. Paid Actors need an active rental or trial; otherwise the API answers 402 rental-required.
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