LeadForge
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The Complete Local-First Engine

Everything LeadForge Does

A transparent catalog of all 25 prospecting, enrichment, intelligence, resilience, localization, and workflow capabilities running natively on your hardware with zero per-lead credit fees.

Showing all 25 capabilities

DiscoverySolo ($29)

Inhabited Postal Centroid TargetingCore Moat

Target populated postal zones across 15 countries, eliminating wasted searches on wilderness and water.

Splits searches into verified municipal postal codes and populated centroids, ensuring 100% of queries target real businesses instead of blind geometric lat/long boxes.

Technical details & proof
Implementation:Curated dataset covering 15 countries (US, CA, UK, AU, DE, FR, IT, ES, NL, CH, AT, BE, NZ, SG, IE) with regex validation per postal standard. Eliminates empty searches across lakes, oceans, state parks, and mountain ranges without requiring heavy polygon raytracers.
Source Code Reference:packages/shared/src/lib/zipSplitter.ts:52-68
DiscoverySolo ($29)

Tri-Engine Prospect Discovery

Cross-prospect Google Maps, Apple Maps, and Yelp concurrently with unified schema normalization.

Extract from all three major business mapping directories simultaneously, automatically cross-referencing and consolidating profiles into a single prospect card.

Technical details & proof
Implementation:Executes concurrent scraping across Google Maps, Apple Maps (Vector Tiles / Places API), and Yelp GraphQL endpoints. Chained identity resolution unifies multi-source findings with deterministic merge policies.
Source Code Reference:apps/desktop/src-tauri/src/workflow/stages/source_adapter.rs:1-80
DiscoverySolo ($29)

Niche Market Opportunity Scanner

Score cities 0–100 across a 315-niche taxonomy based on unmet demand and competitor profile weaknesses.

Evaluate which cities have the highest unmet demand and weakest competitors so agencies can deploy campaigns where closing deals is easiest.

Technical details & proof
Implementation:Evaluates a matrix of Niche × Cities calculating a weighted blend of % without website, % unclaimed GMB listings, % rated under 4.0, and % low review count. Direct handoff pipes high-opportunity targets straight into live bulk extraction.
Source Code Reference:packages/shared/src/views/NicheScanner.tsx:6-14
DiscoverySolo ($29)

Local Cross-Referral Alliance Finder

Find adjacent, non-competing businesses in any city to build high-converting referral and backlink networks.

Uncover complementary businesses in the same zip codes for joint venture pitches, co-marketing, and local backlink partnerships.

Technical details & proof
Implementation:Uses a curated Niche Affinity Matrix. For example, queries for Plumbers automatically discover complementary HVAC contractors, electricians, and real estate agencies. Ranks partners by rating × log(reviews + 1) and attaches pre-drafted partnership pitch angles.
Source Code Reference:packages/shared/src/views/LocalAlliances.tsx:50-65
EnrichmentSolo ($29)

Live Socket SMTP Handshake VerificationCore Moat

Validate mailbox deliverability with direct socket SMTP handshakes and automated catch-all server detection.

Validates email existence directly against the recipient's mail exchange server using deep DNS lookups and live TCP handshakes with zero third-party subscription costs.

Technical details & proof
Implementation:Performs real-time asynchronous RCPT TO socket handshakes using Hickory DNS MX lookups (SMTP_VERIFIED_CONFIDENCE = 98). Includes randomized mailbox probing to flag risky catch-all mail servers, port 25 diagnostic testing, disposable domain blocking, and free-provider throttling protection.
Source Code Reference:apps/desktop/src-tauri/src/email_verifier/mod.rs:19-27
EnrichmentSolo ($29)

Multilingual Decision-Maker Extraction

Extract owner and executive identities with context-aware Director disambiguation and multilingual role parsing.

Identifies founders, managing directors, and C-level leaders across English, German, French, and Spanish websites while rejecting staff directories.

Technical details & proof
Implementation:Three-layer extraction: (1) Mailto first-name inference with saturation guards; (2) Narrative founder blurbs and possessive attribution; (3) Schema.org JSON-LD Person parsing with review-author suppression. Disambiguates standalone 'Director' titles based on on-page Person density.
Source Code Reference:apps/desktop/src-tauri/src/crawler/owner_extractor.rs:62-97
EnrichmentSolo ($29)

Fuzzy & Phonetic Social Attribution

Extract verified company profiles across 8 social networks using Double Metaphone and Jaro-Winkler similarity.

Phonetic and fuzzy matching algorithms reject theme author links, share buttons, and widget handles, returning authentic business social channels.

Technical details & proof
Implementation:Extracts 8 platforms (Facebook, Instagram, LinkedIn, X/Twitter, YouTube, TikTok, Bluesky, Threads). Evaluates handles via Double Metaphone for phonetic sound-alike matching, coupled with an ensemble of Jaro-Winkler, Sørensen-Dice, and Normalized Levenshtein similarity with container link-density penalties.
Source Code Reference:apps/desktop/src-tauri/src/social_crawler.rs:1004-1036
EnrichmentSolo ($29)

Better Business Bureau Intelligence

Enrich US and Canadian leads with official BBB letter grades, accreditation status, and operating history.

Pulls verified letter ratings, accreditation timestamps, and resolved customer complaint histories to filter for reputable local businesses.

Technical details & proof
Implementation:Pure HTTP parser extracting BBB accreditation badges, letter grades (A+ through F), years in business, and resolved dispute tallies. Automatically decodes BBB's salt-obfuscated email links. Limited to US and CA.
Source Code Reference:apps/desktop/src-tauri/src/crawler/bbb_parser.rs:50-78
EnrichmentSolo ($29)

Hotel Amenities & Live Rate Intelligence

Extract hotel star classes, check-in/out policies, room amenities, and cheapest booking provider rates.

Structured hospitality intelligence for travel, tourism, and hospitality prospecting with verified amenities and price benchmarks.

Technical details & proof
Implementation:Dedicated Protobuf and HTML lodging parser extracting star classes, check-in and check-out times, amenities lists (pool, Wi-Fi, pet-friendly, breakfast), and cheapest live booking rate providers.
Source Code Reference:apps/desktop/src-tauri/scraper-core/src/parser_lodging.rs:1-80
IntelligenceSolo ($29)

Corporate Chain & Franchise ExclusionCore Moat

Mechanically filter national chains using store number heuristics, domain frequencies, and review ceilings.

Eliminates enterprise holding brands, national franchises, and corporate store locations so you only spend outreach effort on local owners.

Technical details & proof
Implementation:5-stage deterministic heuristic: (1) Store/branch regex (#\d+, Store \d+, Location \d+) with physical unit guards (Suite, Bldg, Apt); (2) Run-wide apex domain frequency limits (disqualifies chains if >= 3 leads share same domain); (3) Review ceiling threshold (>2,000 reviews); (4) Enterprise legal entity keywords (Holdings, Enterprises, Franchise, Corporation) with a 500-review floor to protect solo DBAs; (5) Fast-fail 0ms skip protocol.
Source Code Reference:apps/desktop/src-tauri/src/workflow/stages/filter_corporate.rs:7-13
IntelligenceSolo ($29)

GMB Profile Neglect Scoring

Score profiles 0–6 on listing neglect to instantly identify businesses in critical need of agency services.

Identify high-converting local agency clients with an automated audit score spotting unclaimed profiles, missing websites, and abandoned hours.

Technical details & proof
Implementation:Computes a composite neglect score based on: unclaimed GMB status (can_claim), zero owner updates (has_owner_activity == 0), missing featured photo, empty business description, missing operating hours, and missing website URL.
Source Code Reference:apps/desktop/src-tauri/scraper-core/src/derived_signals.rs:33-42
IntelligenceSolo ($29)

Foot Traffic & Popular Times Bitmasks

Extract 24-hour foot traffic occupancy and peak operational hours across all 7 days of the week.

Analyze pedestrian occupancy trends, busiest customer hours, and weekly foot-traffic patterns directly from mapping telemetry.

Technical details & proof
Implementation:Parses Google's popular times histograms into 7 discrete integer bitmasks (busy_sun through busy_sat), setting bits for hours where pedestrian occupancy exceeds 60%.
Source Code Reference:apps/desktop/src-tauri/scraper-core/src/derived_signals.rs:43-52
IntelligenceSolo ($29)

Web Tech & Ad Pixel Detection

Identify underlying CMS engines (WordPress, Shopify, Webflow) and active marketing pixels on business sites.

Detect website technologies and advertising pixels to qualify leads on digital sophistication and marketing budget.

Technical details & proof
Implementation:Embeds the full 1.2MB Wappalyzer detection database into the local client extraction pipeline with anti-fingerprint stealth assets. Identifies WordPress, Shopify, Wix, Webflow, Squarespace, and active tracking pixels (Meta Pixel, Google Tag Manager).
Source Code Reference:apps/desktop/src-tauri/src/poller.rs:100-115
IntelligenceSolo ($29)

Custom ICP Weighted Scoring & Previews

Rank leads against custom rubrics with live histogram distribution previews and strict geographic boundaries.

Score and categorize leads against customizable Ideal Customer Profile weights, review bands, and rating thresholds.

Technical details & proof
Implementation:Ten configurable weighted criteria (Niche match cap 50, Location match cap 30, Website quality cap 30, Phone present cap 15, Reviews in band cap 30, Rating in band cap 20, High-value bonus cap 30, Ad spend cap 20, Unclaimed bonus cap 20, Owner post cap 10) with partial credit curves.
Source Code Reference:packages/shared/src/views/IcpRubric.tsx:55-66
IntelligenceSolo ($29)

NAP Citation Consistency & Audit Engine

Audit Name, Address, and Phone consistency across Google and Apple Maps to sell local SEO fixes.

Compares business citations across multiple directories to discover discrepancies and sell local SEO citation cleanup packages.

Technical details & proof
Implementation:Compares canonical business listings against multi-source crawler outputs, categorizing citation fields into exact, fuzzy, mismatch, and missing. Generates roll-up status badges (consistent, near_consistent, mismatch, not_listed).
Source Code Reference:packages/shared/src/views/NapAudit.tsx:82-126
ResilienceSolo ($29)

BoringSSL TLS Impersonation & Anti-Cadence Delays

Impersonate genuine Chrome 128 and Firefox 136 BoringSSL TLS fingerprints with natural jitter timing to bypass WAFs.

Bypasses Cloudflare and Datadome challenges by emulating real browser TLS handshakes and humanized anti-cadence delays.

Technical details & proof
Implementation:Uses wreq client with BoringSSL backing for Emulation::Chrome128 and Emulation::Firefox136. Applies randomized 120ms–320ms anti-cadence jitter, aligns Client Hints (Sec-CH-UA), and automatically flags Cloudflare challenge headers (cf-mitigated, cf_clearance).
Source Code Reference:apps/desktop/src-tauri/src/waf_client.rs:88-97
ResilienceSolo ($29)

Cross-Source Chained Deduplication

Unify records across directories with strict hierarchical deduplication: E.164 phone, apex domain, and business name.

Eliminates duplicate outreach pitches across Google, Apple Maps, and Yelp with deterministic conflict merge policies.

Technical details & proof
Implementation:Chained identity resolution in strict hierarchy: (1) E.164 normalized phone, (2) PSL apex domain, (3) Cleaned business name + city. Features atomic check-and-claim in SQLite 3.35+ (RETURNING first_lead_id) and configurable conflict merge policies (Google > Yelp > Apple, prefer_non_empty, newest_wins).
Source Code Reference:apps/desktop/src-tauri/src/workflow/stages/dedupe_leads.rs:7-17
ResilienceSolo ($29)

Native OS Keyring Credential Security

Store API keys and proxy secrets inside Windows Credential Manager, macOS Keychain, or Linux Secret Service.

Protects sensitive outreach credentials, proxy passwords, and API keys inside your operating system's native encrypted keychain.

Technical details & proof
Implementation:Implements OsKeyringCredentialStore delegating key storage to the OS-level secure credential subsystem, with encrypted AES-GCM local SQLite fallback if the OS keychain daemon is unavailable.
Source Code Reference:apps/desktop/src-tauri/src/workflow/credentials.rs:36-38
ResilienceSolo ($29)

Cloudflare, Base64 & ROT13 Deobfuscation

Decode protected emails hidden behind Cloudflare email-protection, Base64 strings, and ROT13 entities.

Extracts contact emails that competitors miss by automatically reversing email obfuscation scripts on company websites.

Technical details & proof
Implementation:Reverses Cloudflare XOR-encoded mailto links (/cdn-cgi/l/email-protection), HTML character entity encoding, ROT13 text shifts, and canvas-rendered text spans without launching full browser automation.
Source Code Reference:apps/desktop/src-tauri/src/crawler/deobfuscate.rs:1-60
LocalizationSolo ($29)

10-Language Desktop UI Localization

Operate the complete desktop application natively in 10 global languages, including full RTL support for Arabic and Urdu.

Full native desktop UI translations across 10 global languages with dedicated right-to-left layout support.

Technical details & proof
Implementation:Over 210KB–260KB of complete, verified UI translation strings per locale across English, German, French, Spanish, Italian, Dutch, Portuguese, Japanese, Arabic (RTL), and Urdu (RTL).
Source Code Reference:packages/shared/src/locales/
LocalizationSolo ($29)

Automated Search Query Localization

Scrape international markets in native languages—English queries automatically localize into European equivalents.

Automatically translates business niche searches into German, French, Spanish, Italian, and Dutch when scraping non-English regions.

Technical details & proof
Implementation:Translates English search niches into German (Klempner, Zahnarzt), French (Plombier, Dentiste), Spanish (Fontanero, Abogado), Italian (Idraulico, Commercialista), and Dutch (Loodgieter, Tandarts) based on target country ISO code.
Source Code Reference:packages/shared/src/lib/zipSplitter.ts:72-178
LocalizationSolo ($29)

Multilingual B2B Specialized Spell Checker

Catch spelling mistakes in cold emails across 5 languages with a dictionary pre-tuned for local B2B trades.

Integrated spell and grammar checker pre-calibrated with commercial, trade, legal, and medical niche vocabulary.

Technical details & proof
Implementation:Powered by harper_core FST dictionaries and zspell. Contains pre-seeded custom lexicons for trades, medical, legal, and local services in English, German, French, Spanish, and Italian (e.g. Zahnarzt, Schlüsseldienst, Idraulico).
Source Code Reference:apps/desktop/src-tauri/src/spellcheck.rs:20-65
WorkflowAgency ($99)

Peer-to-Peer Encrypted LAN Sync

Synchronize lead databases between team members on the same office network with AES-256-GCM end-to-end encryption.

Share leads across team members in the same office over local Wi-Fi without uploading proprietary prospect data to third-party clouds.

Technical details & proof
Implementation:Discovers peers via mDNS (_gmapspro._tcp.local.). Transports incremental batch updates with authenticated AES-256-GCM encryption and PBKDF2-HMAC-SHA256 (100,000 rounds) key derivation. No central cloud server required.
Source Code Reference:apps/desktop/src-tauri/src/lan_discovery.rs:15-32
WorkflowSolo ($29)

Visual DAG Workflow Builder & Dry-Run Simulation

Design custom multi-stage enrichment pipelines on an interactive canvas and test execution paths using dry-run simulation.

Build visual multi-step lead filtering pipelines with conditional branching and simulate runs before expending network resources.

Technical details & proof
Implementation:Interactive visual canvas with custom nodes, branch decision tables, automated circuit breakers (CircuitBreakerStage), Dead Letter Queues (DLQ), and dry-run simulation mode that audits skip reasons, paths, and projected compute overhead.
Source Code Reference:apps/desktop/src-tauri/src/workflow/simulation.rs:1-35
WorkflowSolo ($29)

Deterministic Cold Outreach Spintax

Generate unique cold email variations with a 32-level nested spintax parser and deterministic PRNG seed previews.

Author highly variable cold outreach copy with nested variations and predictable seed previews for repeatable email copy testing.

Technical details & proof
Implementation:Supports nested spintax variations up to 32 levels deep, permutation counting (VariationCount), and deterministic pseudorandom evaluation via Mulberry32 PRNG seeds for repeatable template testing.
Source Code Reference:apps/desktop/src-tauri/src/spintax.rs:14-46
WorkflowSolo ($29)

Direct Outbound Campaign Enrollment

Push verified leads directly into active Instantly, Smartlead, GoHighLevel, Lemlist, and Saleshandy campaigns.

Connect data extraction straight into outreach execution without manual CSV file downloads or manual spreadsheet cleaning.

Technical details & proof
Implementation:Direct HTTP client implementations for Instantly v2 API, Smartlead v1 API, GoHighLevel LeadConnector API, Lemlist Basic Auth API, Saleshandy sequences, and custom webhook payloads with transactional outbox tracking.
Source Code Reference:apps/desktop/src-tauri/src/commands/outbound.rs:105-199
WorkflowSolo ($29)

OWASP-Hardened Excel (XLSX) Generator

Export color-styled, auto-formatted XLSX workbooks sanitized against spreadsheet formula injection vulnerabilities.

Professional client-ready Excel workbooks with colored badges, auto-fit columns, and built-in protection against formula execution attacks.

Technical details & proof
Implementation:Built on native Rust rust_xlsxwriter. Features custom typography, colored header badges, auto-fit column dimensions, and OWASP CWE-1236 CSV/Formula Injection sanitization (neutralizes =, +, -, @ triggers).
Source Code Reference:apps/desktop/src-tauri/src/commands/export.rs:34-47

How It Works

The Local-First Pipeline Architecture

Every lead follows an automated 4-stage pipeline directly on your desktop before export.

01

Target & Localize

Queries target populated municipal centroids across 15 countries and automatically translate into native German, French, Spanish, Italian, and Dutch terms.

02

Extract & Stealth

Concurrent workers query Google Maps, Apple Maps, and Yelp using BoringSSL Chrome 128 / Firefox 136 TLS impersonation and anti-cadence delay profiles.

03

Filter & Enrich

Mechanical corporate chain filtering removes franchises in 0ms. Deep socket SMTP handshakes verify real mailbox deliverability, while phonetic social algorithms reject widget links.

04

Dedupe & Push

Chained deduplication unifies candidate profiles into your local SQLite catalog. Export to OWASP-hardened Excel or push directly to Instantly, Smartlead, and GoHighLevel.

Comparing Lead Scrapers?

See factual architectural comparisons, pricing matrices for 50,000 leads, and honest breakdowns of where competitors win vs where LeadForge wins.

vs Data Sniper / Maps Scraper Provs Outscraper (Cloud Credits)vs Apify (Actor Cloud Platform)

Start Prospecting Locally Today

Free 500-lead trial with complete feature access. Upgrade to Solo ($29/mo) or lock in the limited Founder Lifetime Deal ($149) for unlimited local scraping.

Download Free for WindowsView Pricing & Plans ($29/mo or $149 LTD)