GTM signal enrichment,
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actorsserverscustomdashboards
GTM enrichment data comes back nested, inconsistent, and expensive to normalize. Mamba Labs tools fix that: every actor and server returns one flat row per company, priced per result, with no subscription and no API keys required. Run them from Clay, call them from an AI agent, or hit the API directly.
Apify Actors
Web scraping and data enrichment tools that run on Apify. Call them from Clay, the Apify API, or any HTTP client.
99 actors · $0.0001 to $0.085 per result · no API keys · flat Clay-ready JSON
Signal Detection Actors
Real-time intent and activity signals scraped from public sources. Detect GTM hiring from Greenhouse, Lever, and Ashby career pages, fingerprint a company tech stack, scan job boards by configurable role category, map a company social footprint across platforms, and capture funding and press events.
GTM Hiring Signal ScraperGreenhouse, Lever and Ashby scraped for Sales, RevOps and Growth roles$0.05/resultTech Stack Signal DetectorWhich GTM tools a company uses, as CRM, sequencer and automation flags$0.015/resultJob Board Keyword Signal ScannerCustom or preset role keywords across Greenhouse, Lever and Ashby$0.05/resultFunding and Press Signal ScannerGoogle News and PR wires for funding rounds, exec moves, launches and acquisitions$0.03/resultCompany Change Event FeedOnly the deltas across hiring, tech stack, funding, firmographics and social$0.01/resultJob Posting MonitorCompanies hiring for any role, with firmographics and a LinkedIn URL per posting$0.02/resultAI Tooling DetectorWhether a company declares, deploys or charges for AI, with a maturity tier$0.003/resultPublishing Frequency TrackerHow much long form work a company publishes, and whether the rate is rising$0.004/resultWorkplace Program DetectorWhich people programs a company publishes, from resource groups to parental leave$0.008/resultEvent Presence IndexThe third party conferences and trade shows a company says it attends$0.005/resultGovernment Contract Award MonitorWinners of US federal contracts and grants, NIH SBIR awards and UK public contracts$0.005/resultLinkedIn Post TrackerIndexed posts from profiles and company pages, with no request to LinkedIn$0.002/postReporting Window FinderFiscal year end, next reporting date and the open and close of the outreach window$0.006/companyCompany Funding RecordSEC EDGAR Form D, UK Companies House and press, each labeled with its source$0.0045/companyGitHub Organization Signal ScannerDomain to GitHub org with repository count, stars, languages and recent push activity$0.003/companyMeta Ad Library MonitorA company active Meta ads, one row per ad with creative text, platforms and start date$0.004/advertiserInfluencer Change MonitorRechecks a saved creator list and returns one row per change since the last run: follower milestone, newsletter added, new product, new bio link, new manager$0.008/creatorAccount Hiring WatchWatch company domains and get only what changed since the last run: new, closed, and reposted job postings$0.01/posting changeGoogle Ads Transparency MonitorSee every Google ad a company runs$0.002/ad foundWCAG Accessibility AuditAudit any website for WCAG 2.1 and 2.2 AA accessibility issues with axe-core in a real browser$0.01/domain auditedCookie Consent AuditCheck any website for cookie consent problems from an EU address$0.05/domain auditedIntegration and Marketplace Presence MapperFind which app marketplaces list a company$0.002/listing foundB2B Reddit Conversation MonitorFind the Reddit threads that name a company, its competitors, or a product category$0.0018/thread rowCompetitor Price, Stock, and Changelog MonitorWatch competitor stores and SaaS sites and get only what changed since your last run: price, sale price, and stock changes per product, new and removed products, plan price changes on a pricing page, and new changelog entries$0.0025/change rowOpen Tender and RFP FinderFind open public tenders and RFPs by keyword, CPV code, and country$0.003/notice rowNew Company Registrations FeedGet companies newly registered in official business registers: UK Companies House, Norway Brreg, Finland PRH, and France BODACC$0.0035/company rowLocal Rank and Map Pack TrackerTrack where a business ranks on Google for each keyword and location: organic position, map pack position, and local finder position (top 20), searched from the location itself$0.055/rank checkPublic Feature Board and Roadmap MonitorFind a company's public feature board (Canny, Featurebase, Frill, UserVoice, or a Productboard portal) from its domain and get its top requests with votes, status, and comments, plus the integrations customers ask for$0.0038/board foundNewsletter Sponsor TrackerFind who sponsors a newsletter, or which newsletters a brand sponsors$0.004/sponsor rowAI Answer Visibility TrackerWhether Google AI Overviews, ChatGPT, Claude, Perplexity, and Gemini name and cite your brand$0.0316/Google AI Overviews sampleSubstack ScraperSubstack publications and posts, with subscriber counts, plan prices, and engagement$0.00115/post rowNews and Media Mention MonitorGoogle News mentions of your company, competitors, people, or topics, with the publisher's own URL$0.0023/articleReddit Search and Thread ScraperReddit posts and comments by keyword, subreddit, or thread, with no login or API key$0.0015/post rowLinkedIn Jobs FeedLinkedIn job search results with the employer's own website domain on every row$0.0015/job rowApp Store and Google Play Review MonitorApp Store and Google Play reviews by country store, newest first, plus a rating trend row$0.0001/review rowProduct Hunt Launches FeedEvery Product Hunt launch of the days you pick, with makers and the company domain$0.00425/launch rowATS Jobs FeedEvery open job for a list of companies, read from their own applicant tracking system boards$0.002/job rowThreads Keyword SearchThreads posts that contain your keywords, with author, date, and engagement$0.0025/post rowRecent Funding Rounds FeedNew private funding rounds from SEC Form D filings, with people and the company domain$0.01/funding round row
Enrichment Actors
Turn a domain into structured company data. Resolve LinkedIn URLs, check email deliverability with a full DNS audit, enrich firmographics from public sources, and reconcile any name or domain to one canonical company identity.
Company Social Presence MapperLinkedIn, X, Instagram, Facebook and YouTube URLs plus public follower counts$0.015/resultDomain to LinkedIn URL ResolverThe LinkedIn company URL with resolution method, confidence and a slug mismatch flag$0.006/resultDomain Deliverability CheckerSPF, DKIM, DMARC, MX, catch all and blacklist checks with a 0 to 100 health score$0.005/resultCompany Firmographic EnricherEmployee band, industry, HQ, founded year and revenue estimate from public markup$0.004/resultCompany Identity ResolverName, domain or LinkedIn URL into one canonical identity with a match method$0.007/resultOutbound Stack DetectorWhether a company runs cold email, on what stack, and from which sending domains$0.004/resultLegal Entity ResolverLegal name, company number, jurisdiction, status, LEI and VAT behind a domain$0.007/resultTeam Page People ExtractorExecutives and staff published on a company's own team or leadership page$0.006/resultAgent Accessibility AuditorWhether an AI agent can read a site, checked against llms.txt and robots rules$0.005/resultTikTok Brand Presence MapperA brand's official TikTok account with follower, like and video counts$0.004/companyInstagram Facebook Brand Presence MapperInstagram, Threads and Facebook accounts in one call, with follower and post counts$0.005/companyLinkedIn Company Page MapperFree. The LinkedIn company page, verified against the company site, with name and tagline, and a follower count on somefreeYouTube Channel Stats ExtractorThe channel with subscriber count, stable channel id, creation date and description$0.0035/companyPinterest Brand Presence MapperThe Pinterest business account with follower, pin and board counts and activity recency$0.0035/companyPage Finder and ExtractorPricing, careers, investor relations and 40 more page types on a company's own site$0.004/resultReddit Brand Presence MapperThe official subreddit from a domain, with posting cadence, recency and mentions$0.0095/companyTrustpilot Reputation EnricherTrustpilot TrustScore, review count and the full one to five star breakdown$0.003/companyWebsite Traffic Rank EstimatorA Tranco popularity rank for any domain, with a 40 day trend and an honest band$0.0025/companyBluesky Brand Presence MapperThe official Bluesky account from a domain, with exact follower, following and post counts$0.0035/companyEcommerce Platform ProfilerThe storefront platform, payment providers, catalog size, currencies and shipping reach$0.0035/companyX Brand Presence MapperThe official X handle from a domain, with profile URL, follower count, bio and account age$0.0035/companyInfluencer Profile ScraperReads public creator profiles from handles or URLs$0.006/profileLink in Bio Scraper and Newsletter DetectorFollows a creator's link-in-bio page and website$0.008/creatorInfluencer Talent Agency LookupMatches a creator to the talent agency that represents them, or an agency to its public roster$0.008/lookupAgent to Brokerage ResolverLook up any licensed real estate agent in 19 US states on official license registers: brokerage of record, its agent count and size band, and license status$0.005/agent resolvedPerson Social Footprint MapperFind a person's public GitHub, Bluesky, personal site, Substack, and X profiles from their name and company domain$0.005/person mappedCompany Headcount EstimatorGet an employee count band for any company domain, with the source and a confidence score$0.036/company estimatedPersonal Email to Company ResolverFind the employer behind a Gmail, Outlook, or other free mail signup$0.025/email resolvedEmail VerifierEmail list verification on your own ZeroBounce, NeverBounce, MillionVerifier, BounceBan, or Reoon key$0.0016/verified emailWHOIS Domain LookupRegistrar, dates, domain age, status, and nameservers for up to 5,000 domains per run$0.0025/domain lookup
Contact Discovery Actors
Find and qualify the people behind an account. Search named contacts at a company with a verified work email, run a multi-provider email waterfall with per-provider cost attribution, and classify any job title into a department and seniority rank.
People Finder & Email VerifierPeople by seniority and department, with an email waterfall and catch all verification$0.02/resultWork Email WaterfallWork emails through your own provider keys, with real per provider spend returned$0.02/resultContact ClassifierTitle in, department and seniority out, on a deterministic ladder with no API key$0.003/resultCompany Contact Details ExtractorRole email addresses, a main phone number and a postal address from a company domain$0.0035/companyInfluencer FinderFinds creators by keyword and niche across TikTok, Instagram, YouTube, Pinterest, Twitch, Threads, and podcasts$0.007/creatorInfluencer Lead List BuilderRuns discovery, profile read, and link-in-bio check in one run, from keywords or a handle list$0.007/creatorExpert Witness DirectoryExpert witness and medico-legal directory records for the United States and Australia from 18 public sources, deduped into one record per person, mapped to one specialty taxonomy, with each source's terms posture disclosed$0.004/recordJob Change TrackerChecks whether your contacts still work where your CRM says$0.025/personNew Hire FinderFind people who started a role at a company in the last few months$0.085/new hireCareer Change Signal EngineSend the contacts you watch and get back only what changed: who left, who landed where, who replaced them, and who started after a role closed$0.02/contactMobile Phone WaterfallFind mobile phone numbers for your contacts by chaining your own Prospeo, Lusha, ContactOut, and FullEnrich keys$0.02/mobile foundManufacturer and Supplier FinderFind manufacturers, wholesalers, and distributors for any product in 20 countries$0.025/supplier foundPerson LinkedIn URL ResolverFind a person's LinkedIn profile URL from their name and company$0.035/person searchedPartner and Member Directory ExtractorTurn a vendor partner directory or a trade body member list into one company row per listing: name, website, domain, tier, tags, location, rating, and the contact details the directory publishes$0.004/company listedLocal Business Lead BuilderBuild local business lead lists from Google Maps$0.003/place rowEcommerce Store DiscoveryFind Shopify, WooCommerce, or BigCommerce stores that sell a product$0.0055/store foundContractor License LookupLook up contractor licenses from state boards, or list licensed contractors by trade and city$0.004/license rowLookalike Company FinderFind companies similar to your best customers or a competitor$0.005/lookalike companyVC and Accelerator Portfolio List BuilderTurn a VC firm or accelerator into a company list$0.007/company rowPodcast Guest and Host FinderFind podcasts on any topic with the host, the owner email from the public feed, publishing cadence, recent guests read from episode titles, and the show's contact and be a guest pages$0.004/podcast rowBrand Sponsor FinderBrands that paid creators in your niche, with the public evidence for every placement$0.005/sighting rowJournalist and Media List BuilderA media list built from the journalists who covered your topics recently$0.008/journalistShopify App Store and Chrome Web Store ListingsShopify apps and Chrome extensions by category, keyword, or URL, with developer contact data$0.005/app row
Scoring and Intelligence Actors
Combine raw signals into a decision. Aggregate hiring and tech stack data into one company intelligence brief, score any company against your weighted ICP criteria from 0 to 100 with a full signal breakdown, chain enrichment and scoring and contact discovery in one call, or build a target list from scratch.
GTM Signals AggregatorHiring and tech stack folded into one composite score and recommended action$0.055/resultICP Fit ScorerA 0 to 100 fit score and A to D tier against your weighted ICP, with the breakdown$0.05/resultProspect EngineA domain or hiring keyword into enriched records and verified contacts, with provenance$0.015/resultCompany Discovery List BuilderJob role keywords and a location into companies currently hiring, from a live index$0.004/resultWebsite Phrase and Business Model ClassifierClassify any company website from its own pages$0.0045/domain classified
Outbound Actors
Move a finished list into the tool that sends. Push enriched leads into an Instantly or Smartlead campaign with an ICP score gate, campaign deduplication, and a dry run that returns the exact payload without sending it.
Sequencer Lead PushLeads into Instantly or Smartlead, gated on ICP score and deduplicated, with a dry run$0.01/resultSequencer Event PollerRead replies, bounces, unsubscribes, meetings booked, interest changes, and LinkedIn replies from Instantly, Smartlead, HeyReach, and lemlist on your own API keys$0.008/event row
MCP Servers
The same tools, wrapped for AI agents. Install via npx and call from Claude, Cursor, Windsurf, or any MCP-compatible client.
100 servers · install via npx · works with Claude, Cursor, Windsurf · flat JSON output
All-in-One
GTM Suite
v1.14.0
The complete account-intelligence layer for your GTM stack. Twenty one tools, one install. Covers the full workflow: resolve company identity and legal entity, enrich firmographics, map social presence and event presence, detect hiring, tech stack, and AI tooling signals, fingerprint outbound infrastructure, track publishing cadence, scan funding and press events, track company changes, monitor public awards, audit agent accessibility, capture LinkedIn posts, classify contacts, aggregate GTM signals, score ICP fit, and push the result to your sequencer.
bash
npx @mambalabsdev/mcp-gtm-suiteSignal Detection Servers
Real-time intent and activity signals scraped from public sources. Detect GTM hiring from Greenhouse, Lever, and Ashby career pages, fingerprint a company tech stack, scan job boards by configurable role category, map a company social footprint across platforms, and capture funding and press events.
GTM Hiring Signal ScraperGreenhouse, Lever and Ashby scraped for Sales, RevOps and Growth roles$0.05/resultTech Stack Signal DetectorWhich GTM tools a company uses, as CRM, sequencer and automation flags$0.015/resultJob Board Keyword Signal ScannerCustom or preset role keywords across Greenhouse, Lever and Ashby$0.05/resultFunding and Press Signal ScannerGoogle News and PR wires for funding rounds, exec moves, launches and acquisitions$0.03/resultCompany Change Event FeedOnly the deltas across hiring, tech stack, funding, firmographics and social$0.01/resultJob Posting MonitorCompanies hiring for any role, with firmographics and a LinkedIn URL per posting$0.02/resultAI Tooling DetectorWhether a company declares, deploys or charges for AI, with a maturity tier$0.003/resultPublishing Frequency TrackerHow much long form work a company publishes, and whether the rate is rising$0.004/resultWorkplace Program DetectorWhich people programs a company publishes, from resource groups to parental leave$0.008/resultEvent Presence IndexThe third party conferences and trade shows a company says it attends$0.005/resultGovernment Contract Award MonitorWinners of US federal contracts and grants, NIH SBIR awards and UK public contracts$0.005/resultLinkedIn Post TrackerIndexed posts from profiles and company pages, with no request to LinkedIn$0.002/postReporting Window FinderFiscal year end, next reporting date and the open and close of the outreach window$0.006/companyCompany Funding RecordSEC EDGAR Form D, UK Companies House and press, each labeled with its source$0.0045/companyGitHub Organization Signal ScannerDomain to GitHub org with repository count, stars, languages and recent push activity$0.003/companyMeta Ad Library MonitorA company active Meta ads, one row per ad with creative text, platforms and start date$0.004/advertiserInfluencer Change MonitorRechecks a saved creator list and returns one row per change since the last run: follower milestone, newsletter added, new product, new bio link, new manager$0.008/creatorAccount Hiring WatchWatch company domains and get only what changed since the last run: new, closed, and reposted job postings$0.01/posting changeGoogle Ads Transparency MonitorSee every Google ad a company runs$0.002/ad foundWCAG Accessibility AuditAudit any website for WCAG 2.1 and 2.2 AA accessibility issues with axe-core in a real browser$0.01/domain auditedCookie Consent AuditCheck any website for cookie consent problems from an EU address$0.05/domain auditedIntegration and Marketplace Presence MapperFind which app marketplaces list a company$0.002/listing foundB2B Reddit Conversation MonitorFind the Reddit threads that name a company, its competitors, or a product category$0.0018/thread rowCompetitor Price, Stock, and Changelog MonitorWatch competitor stores and SaaS sites and get only what changed since your last run: price, sale price, and stock changes per product, new and removed products, plan price changes on a pricing page, and new changelog entries$0.0025/change rowOpen Tender and RFP FinderFind open public tenders and RFPs by keyword, CPV code, and country$0.003/notice rowNew Company Registrations FeedGet companies newly registered in official business registers: UK Companies House, Norway Brreg, Finland PRH, and France BODACC$0.0035/company rowLocal Rank and Map Pack TrackerTrack where a business ranks on Google for each keyword and location: organic position, map pack position, and local finder position (top 20), searched from the location itself$0.055/rank checkPublic Feature Board and Roadmap MonitorFind a company's public feature board (Canny, Featurebase, Frill, UserVoice, or a Productboard portal) from its domain and get its top requests with votes, status, and comments, plus the integrations customers ask for$0.0038/board foundNewsletter Sponsor TrackerFind who sponsors a newsletter, or which newsletters a brand sponsors$0.004/sponsor rowAI Answer Visibility TrackerWhether Google AI Overviews, ChatGPT, Claude, Perplexity, and Gemini name and cite your brand$0.0316/Google AI Overviews sampleSubstack ScraperSubstack publications and posts, with subscriber counts, plan prices, and engagement$0.00115/post rowNews and Media Mention MonitorGoogle News mentions of your company, competitors, people, or topics, with the publisher's own URL$0.0023/articleReddit Search and Thread ScraperReddit posts and comments by keyword, subreddit, or thread, with no login or API key$0.0015/post rowLinkedIn Jobs FeedLinkedIn job search results with the employer's own website domain on every row$0.0015/job rowApp Store and Google Play Review MonitorApp Store and Google Play reviews by country store, newest first, plus a rating trend row$0.0001/review rowProduct Hunt Launches FeedEvery Product Hunt launch of the days you pick, with makers and the company domain$0.00425/launch rowATS Jobs FeedEvery open job for a list of companies, read from their own applicant tracking system boards$0.002/job rowThreads Keyword SearchThreads posts that contain your keywords, with author, date, and engagement$0.0025/post rowRecent Funding Rounds FeedNew private funding rounds from SEC Form D filings, with people and the company domain$0.01/funding round row
Enrichment Servers
Turn a domain into structured company data. Resolve LinkedIn URLs, check email deliverability with a full DNS audit, enrich firmographics from public sources, and reconcile any name or domain to one canonical company identity.
Company Social Presence MapperLinkedIn, X, Instagram, Facebook and YouTube URLs plus public follower counts$0.015/resultDomain to LinkedIn URL ResolverThe LinkedIn company URL with resolution method, confidence and a slug mismatch flag$0.006/resultDomain Deliverability CheckerSPF, DKIM, DMARC, MX, catch all and blacklist checks with a 0 to 100 health score$0.005/resultCompany Firmographic EnricherEmployee band, industry, HQ, founded year and revenue estimate from public markup$0.004/resultCompany Identity ResolverName, domain or LinkedIn URL into one canonical identity with a match method$0.007/resultOutbound Stack DetectorWhether a company runs cold email, on what stack, and from which sending domains$0.004/resultLegal Entity ResolverLegal name, company number, jurisdiction, status, LEI and VAT behind a domain$0.007/resultTeam Page People ExtractorExecutives and staff published on a company's own team or leadership page$0.006/resultAgent Accessibility AuditorWhether an AI agent can read a site, checked against llms.txt and robots rules$0.005/resultTikTok Brand Presence MapperA brand's official TikTok account with follower, like and video counts$0.004/companyInstagram Facebook Brand Presence MapperInstagram, Threads and Facebook accounts in one call, with follower and post counts$0.005/companyLinkedIn Company Page MapperFree. The LinkedIn company page, verified against the company site, with name and tagline, and a follower count on somefreeYouTube Channel Stats ExtractorThe channel with subscriber count, stable channel id, creation date and description$0.0035/companyPinterest Brand Presence MapperThe Pinterest business account with follower, pin and board counts and activity recency$0.0035/companyPage Finder and ExtractorPricing, careers, investor relations and 40 more page types on a company's own site$0.004/resultReddit Brand Presence MapperThe official subreddit from a domain, with posting cadence, recency and mentions$0.0095/companyTrustpilot Reputation EnricherTrustpilot TrustScore, review count and the full one to five star breakdown$0.003/companyWebsite Traffic Rank EstimatorA Tranco popularity rank for any domain, with a 40 day trend and an honest band$0.0025/companyBluesky Brand Presence MapperThe official Bluesky account from a domain, with exact follower, following and post counts$0.0035/companyEcommerce Platform ProfilerThe storefront platform, payment providers, catalog size, currencies and shipping reach$0.0035/companyX Brand Presence MapperThe official X handle from a domain, with profile URL, follower count, bio and account age$0.0035/companyInfluencer Profile ScraperReads public creator profiles from handles or URLs$0.006/profileLink in Bio Scraper and Newsletter DetectorFollows a creator's link-in-bio page and website$0.008/creatorInfluencer Talent Agency LookupMatches a creator to the talent agency that represents them, or an agency to its public roster$0.008/lookupAgent to Brokerage ResolverLook up any licensed real estate agent in 19 US states on official license registers: brokerage of record, its agent count and size band, and license status$0.005/agent resolvedPerson Social Footprint MapperFind a person's public GitHub, Bluesky, personal site, Substack, and X profiles from their name and company domain$0.005/person mappedCompany Headcount EstimatorGet an employee count band for any company domain, with the source and a confidence score$0.036/company estimatedPersonal Email to Company ResolverFind the employer behind a Gmail, Outlook, or other free mail signup$0.025/email resolvedEmail VerifierEmail list verification on your own ZeroBounce, NeverBounce, MillionVerifier, BounceBan, or Reoon key$0.0016/verified emailWHOIS Domain LookupRegistrar, dates, domain age, status, and nameservers for up to 5,000 domains per run$0.0025/domain lookup
Contact Discovery Servers
Find and qualify the people behind an account. Search named contacts at a company with a verified work email, run a multi-provider email waterfall with per-provider cost attribution, and classify any job title into a department and seniority rank.
People Finder & Email VerifierPeople by seniority and department, with an email waterfall and catch all verification$0.02/resultWork Email WaterfallWork emails through your own provider keys, with real per provider spend returned$0.02/resultContact ClassifierTitle in, department and seniority out, on a deterministic ladder with no API key$0.003/resultCompany Contact Details ExtractorRole email addresses, a main phone number and a postal address from a company domain$0.0035/companyInfluencer FinderFinds creators by keyword and niche across TikTok, Instagram, YouTube, Pinterest, Twitch, Threads, and podcasts$0.007/creatorInfluencer Lead List BuilderRuns discovery, profile read, and link-in-bio check in one run, from keywords or a handle list$0.007/creatorExpert Witness DirectoryExpert witness and medico-legal directory records for the United States and Australia from 18 public sources, deduped into one record per person, mapped to one specialty taxonomy, with each source's terms posture disclosed$0.004/recordJob Change TrackerChecks whether your contacts still work where your CRM says$0.025/personNew Hire FinderFind people who started a role at a company in the last few months$0.085/new hireCareer Change Signal EngineSend the contacts you watch and get back only what changed: who left, who landed where, who replaced them, and who started after a role closed$0.02/contactMobile Phone WaterfallFind mobile phone numbers for your contacts by chaining your own Prospeo, Lusha, ContactOut, and FullEnrich keys$0.02/mobile foundManufacturer and Supplier FinderFind manufacturers, wholesalers, and distributors for any product in 20 countries$0.025/supplier foundPerson LinkedIn URL ResolverFind a person's LinkedIn profile URL from their name and company$0.035/person searchedPartner and Member Directory ExtractorTurn a vendor partner directory or a trade body member list into one company row per listing: name, website, domain, tier, tags, location, rating, and the contact details the directory publishes$0.004/company listedLocal Business Lead BuilderBuild local business lead lists from Google Maps$0.003/place rowEcommerce Store DiscoveryFind Shopify, WooCommerce, or BigCommerce stores that sell a product$0.0055/store foundContractor License LookupLook up contractor licenses from state boards, or list licensed contractors by trade and city$0.004/license rowLookalike Company FinderFind companies similar to your best customers or a competitor$0.005/lookalike companyVC and Accelerator Portfolio List BuilderTurn a VC firm or accelerator into a company list$0.007/company rowPodcast Guest and Host FinderFind podcasts on any topic with the host, the owner email from the public feed, publishing cadence, recent guests read from episode titles, and the show's contact and be a guest pages$0.004/podcast rowBrand Sponsor FinderBrands that paid creators in your niche, with the public evidence for every placement$0.005/sighting rowJournalist and Media List BuilderA media list built from the journalists who covered your topics recently$0.008/journalistShopify App Store and Chrome Web Store ListingsShopify apps and Chrome extensions by category, keyword, or URL, with developer contact data$0.005/app row
Scoring and Intelligence Servers
Combine raw signals into a decision. Aggregate hiring and tech stack data into one company intelligence brief, score any company against your weighted ICP criteria from 0 to 100 with a full signal breakdown, chain enrichment and scoring and contact discovery in one call, or build a target list from scratch.
GTM Signals AggregatorHiring and tech stack folded into one composite score and recommended action$0.055/resultICP Fit ScorerA 0 to 100 fit score and A to D tier against your weighted ICP, with the breakdown$0.05/resultProspect EngineA domain or hiring keyword into enriched records and verified contacts, with provenance$0.015/resultCompany Discovery List BuilderJob role keywords and a location into companies currently hiring, from a live index$0.004/resultWebsite Phrase and Business Model ClassifierClassify any company website from its own pages$0.0045/domain classified
Outbound Servers
Move a finished list into the tool that sends. Push enriched leads into an Instantly or Smartlead campaign with an ICP score gate, campaign deduplication, and a dry run that returns the exact payload without sending it.
Sequencer Lead PushLeads into Instantly or Smartlead, gated on ICP score and deduplicated, with a dry run$0.01/resultSequencer Event PollerRead replies, bounces, unsubscribes, meetings booked, interest changes, and LinkedIn replies from Instantly, Smartlead, HeyReach, and lemlist on your own API keys$0.008/event row
Skills
Automation playbooks for AI coding agents. Packs, premium skills, and the free library from the public Mamba Labs skills repository.
10 packs · 35 premium · 56 free · install into Claude Code, Cursor, or any agent that reads skills
Browse skills101 in total
Guides
Two tools side by side on the same seven questions, and one page per job for the work people actually bring us. Neither is a listing and neither flatters us.
103 comparisons · 735 use cases · the same questions asked of every tool
Built for you
Need a custom Apify actor, a private MCP server, or a Clay workflow engineered to your enrichment spec? Mamba Labs does contract builds for GTM teams, backed by 11 years of full-stack engineering and Clay Certified expertise.
GTM Dashboards
A full GTM operating layer is in development. Campaign visibility, pipeline analytics, and signal monitoring in one place.