{"id":137,"date":"2018-10-01T10:45:20","date_gmt":"2018-10-01T10:45:20","guid":{"rendered":"http:\/\/blog.predictleads.com\/?p=137"},"modified":"2026-10-21T18:23:22","modified_gmt":"2026-10-21T18:23:22","slug":"finding-top-performing-companies","status":"publish","type":"post","link":"https:\/\/predictleads.com\/blog\/finding-top-performing-companies\/","title":{"rendered":"Finding Top-Performing Companies with PredictLeads (October 2026)"},"content":{"rendered":"<p class=\"wp-block-paragraph\">You find top-performing companies by combining growth signals such as hiring, news, funding, and technology changes. At PredictLeads, we work with some of the most data-driven teams, from venture capitalists (VCs) and corporate VCs to sales professionals and corporate strategy teams.<\/p>\n<p class=\"wp-block-paragraph\">Our mission is clear: provide <strong>company intelligence data<\/strong> that helps teams both <strong>enrich known companies<\/strong> and <strong>spot up-and-coming challengers<\/strong> so they never miss a market change.<\/p>\n<p>PredictLeads helps teams find top-performing companies by combining growth signals such as hiring, news, funding, and technology changes.<\/p>\n<p><strong>TLDR:<\/strong><\/p>\n<ul class=\"list-disc pl-6\">\n<li class=\"list-item\">Combine hiring, News Events, funding, and technology signals to score and rank companies in your pipeline.<\/li>\n<li class=\"list-item\">Use expansion signals like new hires, office growth, awards, and new clients to spot fast-growing challengers early.<\/li>\n<li class=\"list-item\">Building reliable performance models requires accurate data and enough historical depth: startups often need eight or more years to exit.<\/li>\n<li class=\"list-item\">PredictLeads tracks over 120 million companies with historical data going back to 2016, accessible via API.<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Enrich Known Companies to Score and Rank<\/h3>\n<p class=\"wp-block-paragraph\">For companies already in your pipeline, the goal is to access data that reveals true company performance and helps you <a target=\"_blank\" rel=\"dofollow\" class=\"text-blue-500 underline cursor-pointer\" href=\"https:\/\/predictleads.com\/blog\/define-top-accounts-with-data\/\">define top accounts<\/a>.<\/p>\n<p class=\"wp-block-paragraph\">PredictLeads currently tracks and provides:<\/p>\n<ul class=\"list-disc pl-6\">\n<li class=\"list-item\"><strong>Hiring Intent<\/strong>: uncover which companies are actively expanding.<\/li>\n<li class=\"list-item\"><strong>News Events<\/strong>: funding rounds, partnerships, acquisitions, and more.<\/li>\n<li class=\"list-item\"><strong>Business Connections<\/strong>: hidden customer, partner, and vendor relationships.<\/li>\n<li class=\"list-item\"><strong>Technographics<\/strong>: <a target=\"_blank\" rel=\"dofollow\" class=\"text-blue-500 underline cursor-pointer\" href=\"https:\/\/predictleads.com\/blog\/technographics-dataset\/\">technology adoption and usage signals<\/a>.<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\">\ud83d\udc49 All datasets are available via clean APIs: <a target=\"_blank\" rel=\"dofollow\" class=\"text-blue-500 underline cursor-pointer\" href=\"https:\/\/docs.predictleads.com\/v3\/api_endpoints\">PredictLeads Enrich API<\/a>.<\/p>\n<p class=\"wp-block-paragraph\">By enriching known companies, VCs and sales teams can build a <a target=\"_blank\" rel=\"dofollow\" class=\"text-blue-500 underline cursor-pointer\" href=\"https:\/\/predictleads.com\/blog\/lead-scoring-model-company-growth-signals\/\">lead scoring model<\/a>, rank prospects effectively, and focus resources where they matter most.<\/p>\n<h3 class=\"wp-block-heading\">Spot Challengers Before Competitors Do<\/h3>\n<p class=\"wp-block-paragraph\">The second goal is to spot <strong>new and fast-growing challengers<\/strong>. These are companies that are just starting to show expansion signals.<\/p>\n<p class=\"wp-block-paragraph\">Examples include:<\/p>\n<ul class=\"list-disc pl-6\">\n<li class=\"list-item\">Hiring via platforms like Hacker News.<\/li>\n<li class=\"list-item\">Expanding offices into new geographies.<\/li>\n<li class=\"list-item\">Receiving industry awards.<\/li>\n<li class=\"list-item\">Signing new high-value clients.<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\">\ud83d\udc49 Pull these signals with our <a target=\"_blank\" rel=\"dofollow\" class=\"text-blue-500 underline cursor-pointer\" href=\"https:\/\/predictleads.com\/data_use_cases\">data use cases and filtering endpoints<\/a>.<\/p>\n<p class=\"wp-block-paragraph\">By identifying these companies early, you can get ahead of competitors, build relationships sooner, and align with future winners.<\/p>\n<table class=\"border-collapse table-fixed w-full max-w-full\" style=\"border-collapse: collapse; width: 100%; min-width: 150px\">\n<tbody>\n<tr class=\"\">\n<th colspan=\"1\" rowspan=\"1\" style=\"border: 1px solid #d1d5db; background-color: #f9fafb; color: #000000; padding: 12px; text-align: left; font-size: 14px\">\n<p>Approach<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\" style=\"border: 1px solid #d1d5db; background-color: #f9fafb; color: #000000; padding: 12px; text-align: left; font-size: 14px\">\n<p>Goal<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\" style=\"border: 1px solid #d1d5db; background-color: #f9fafb; color: #000000; padding: 12px; text-align: left; font-size: 14px\">\n<p>Example signals<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\" style=\"border: 1px solid #d1d5db; background-color: #f9fafb; color: #000000; padding: 12px; text-align: left; font-size: 14px\">\n<p>Outcome<\/p>\n<\/th>\n<\/tr>\n<tr class=\"\">\n<td colspan=\"1\" rowspan=\"1\" style=\"border: 1px solid #d1d5db; background-color: #ffffff; color: #000000; padding: 12px; font-size: 14px\">\n<p>Enrich known companies<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\" style=\"border: 1px solid #d1d5db; background-color: #ffffff; color: #000000; padding: 12px; font-size: 14px\">\n<p>Score and rank accounts already in your pipeline<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\" style=\"border: 1px solid #d1d5db; background-color: #ffffff; color: #000000; padding: 12px; font-size: 14px\">\n<p>Hiring Intent, News Events, Business Connections, Technographics<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\" style=\"border: 1px solid #d1d5db; background-color: #ffffff; color: #000000; padding: 12px; font-size: 14px\">\n<p>Resources focused where they matter most<\/p>\n<\/td>\n<\/tr>\n<tr class=\"\">\n<td colspan=\"1\" rowspan=\"1\" style=\"border: 1px solid #d1d5db; background-color: #ffffff; color: #000000; padding: 12px; font-size: 14px\">\n<p>Spot challengers<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\" style=\"border: 1px solid #d1d5db; background-color: #ffffff; color: #000000; padding: 12px; font-size: 14px\">\n<p>Find new, fast-growing companies before competitors do<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\" style=\"border: 1px solid #d1d5db; background-color: #ffffff; color: #000000; padding: 12px; font-size: 14px\">\n<p>Hacker News hiring, office expansions, industry awards, new high-value clients<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\" style=\"border: 1px solid #d1d5db; background-color: #ffffff; color: #000000; padding: 12px; font-size: 14px\">\n<p>Earlier relationships with future winners<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Why Early Signals Matter More in 2026<\/h2>\n<p>Capital is concentrating fast. Through Q3 2026, AI companies captured a record 82.7% of US venture deal value, which reached $515.8 billion, according to the <a target=\"_blank\" rel=\"nofollow\" class=\"text-blue-500 underline cursor-pointer\" href=\"https:\/\/pitchbook.com\/news\/reports\/q3-2026-pitchbook-nvca-venture-monitor\">Q3 2026 PitchBook-NVCA Venture Monitor<\/a>.<\/p>\n<p>With that much money flowing to a narrow group of companies, you need to see momentum before it appears in a funding announcement. Hiring velocity, technology adoption, and News Events are some of the most direct ways to spot it. The same report counts just 18 IPOs in Q3, a reminder that outcomes take years to play out and that historical data matters.<\/p>\n<h3 class=\"wp-block-heading\">The Challenge of Predicting Performance<\/h3>\n<p class=\"wp-block-paragraph\">Clients often want to predict how well a company will perform in the future. This is no easy task. To get there, you need:<\/p>\n<ol class=\"list-decimal pl-6 space-y-1\">\n<li class=\"list-item\"><strong>Accurate and complete data.<\/strong><\/li>\n<li class=\"list-item\"><strong>Enough historical data points<\/strong> to train reliable models.<\/li>\n<\/ol>\n<p class=\"wp-block-paragraph\">PredictLeads tracks over <strong>120 million companies<\/strong> and offers historical data going back to <strong>2016<\/strong>. Still, the journey requires patience:<\/p>\n<ul class=\"list-disc pl-6\">\n<li class=\"list-item\">Startups often need eight or more years to exit, and the median reaches 13.1 years for companies that exit at Series C or later, according to <a target=\"_blank\" rel=\"nofollow\" class=\"text-blue-500 underline cursor-pointer\" href=\"https:\/\/eqvista.com\/exit-timing-startups-by-industry\/\">research on startup exit timing<\/a>.<\/li>\n<li class=\"list-item\">VCs and CVCs must validate their models over these long timeframes.<\/li>\n<li class=\"list-item\">Training models on past company histories is possible, but missing data points often limit accuracy.<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\">It\u2019s a long-haul game. But in many cases, teams with <strong>more knowledge, more data, and deeper insights<\/strong> outperform those without. That\u2019s why we\u2019re confident our efforts, and the data we provide, will deliver results for our partners.<\/p>\n<h2>FAQ<\/h2>\n<h3>What signals does PredictLeads use to identify top-performing companies?<\/h3>\n<p>PredictLeads combines four categories of growth signals: hiring intent from the Job Openings dataset, funding and partnership activity from News Events and Financing Events, technology adoption from Technology Detections, and business relationships from the Connections dataset. Each signal is timestamped, so you can track velocity over time rather than relying on a single data point.<\/p>\n<h3>How do VCs and sales teams use PredictLeads to spot fast-growing challengers before they become widely known?<\/h3>\n<p>VCs typically watch hiring velocity, Startup Platform Posts (Hacker News, Product Hunt), and Website Evolution build-out speed as early proxies for growth in private companies with no public financials. Sales teams filter the same signals (companies opening new offices, signing new clients, or receiving industry awards) through our filtering endpoints to find accounts worth engaging before competitors do.<\/p>\n<h3>How do I find companies showing expansion signals using the PredictLeads API?<\/h3>\n<p>Use the <code spellcheck=\"false\">GET \/discover\/news_events<\/code> endpoint filtered by categories such as <code spellcheck=\"false\">expands_offices_to<\/code>, <code spellcheck=\"false\">increases_headcount_by<\/code>, or <code spellcheck=\"false\">opens_new_location<\/code>, combined with a <code spellcheck=\"false\">company_location<\/code> filter if you want a specific market. For hiring signals specifically, <code spellcheck=\"false\">GET \/discover\/job_openings<\/code> with an <code spellcheck=\"false\">onet_codes<\/code> parameter returns companies actively posting for roles that match your ICP.<\/p>\n<h3>How far back does PredictLeads&#8217; historical data go, and why does that matter for building predictive models?<\/h3>\n<p>PredictLeads tracks more than 120 million companies and offers historical data going back to 2016, giving data teams enough depth to train scoring models on past company histories. The catch is that startups often take eight or more years to exit, so model validation requires patience and a sufficiently large labeled dataset.<\/p>\n<h3>PredictLeads vs. Crunchbase for identifying high-growth private companies?<\/h3>\n<p>Crunchbase offers company profiles and funding records once rounds are announced. PredictLeads detects growth signals before an announcement, such as hiring patterns, technology adoptions, new client signings, and office expansions, across more than 120 million companies. If your goal is finding fast-moving companies before they raise a visible round, PredictLeads&#8217; multi-signal approach gives you earlier coverage.<\/p>\n<h3 class=\"wp-block-heading\">Conclusion: Patience + Data = Performance<\/h3>\n<p class=\"wp-block-paragraph\">At PredictLeads, we know predicting company success takes time. But when you track hiring, News Events, funding, and technology changes together, you can spot momentum earlier and back your decisions with timestamped evidence.<\/p>\n<p class=\"wp-block-paragraph\">\ud83d\udce9 Interested in learning how <strong>PredictLeads can help your organization find top-performing companies?<\/strong><br \/>Get in touch by <a target=\"_blank\" rel=\"dofollow\" class=\"text-blue-500 underline cursor-pointer\" href=\"mailto:robert@predictleads.com\">emailing our sales team<\/a>.<\/p>\n<p class=\"wp-block-paragraph\">Looking forward,<br \/><strong>Roq<\/strong><\/p>\n<h2>Ready to see this in your own data?<\/h2>\n<p class=\"wp-block-paragraph\">Get 100 free API requests when you <a target=\"_blank\" rel=\"dofollow\" class=\"text-blue-500 underline cursor-pointer\" href=\"https:\/\/predictleads.com\/sign_up\">create an account<\/a> &#8211; no credit card, no sales call.<\/p>\n<p>https:\/\/predictleads.com\/blog\/2016\/10\/09\/company-signals-api<\/p>\n<p>https:\/\/predictleads.com\/blog\/2025\/07\/02\/how-%f0%9f%9f%a3predictleads-pipedream%f0%9f%9f%a2-help-founders-score-and-reach-out-to-leads-with-relevant-timely-signals<\/p>\n<p>https:\/\/predictleads.com\/blog\/2025\/09\/08\/how-predictleads-powers-modern-sales-intelligence-data-enrichment<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Find top-performing companies and fast-growing challengers with PredictLeads hiring, news, funding, and technology signals. Updated October 2026.<\/p>\n","protected":false},"author":8,"featured_media":2191,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[3],"tags":[],"class_list":["post-137","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-competitive-intelligence"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.8 (Yoast SEO v28.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Top-Performing Companies with PredictLeads, October 2026<\/title>\n<meta name=\"description\" content=\"Find top-performing companies and fast-growing challengers with PredictLeads hiring, news, funding, and technology signals. 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