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    <title>DEV Community: StoreIntel Labs</title>
    <description>The latest articles on DEV Community by StoreIntel Labs (@storeintel).</description>
    <link>https://dev.to/storeintel</link>
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      <title>DEV Community: StoreIntel Labs</title>
      <link>https://dev.to/storeintel</link>
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    <language>en</language>
    <item>
      <title>We Analyzed 60 Stripe-Verified SaaS Startups on TrustMRR: Tech Stacks, MRR vs. One-Time Sales &amp; Free CSV Dataset</title>
      <dc:creator>StoreIntel Labs</dc:creator>
      <pubDate>Thu, 12 Nov 2026 20:58:53 +0000</pubDate>
      <link>https://dev.to/storeintel/we-analyzed-60-stripe-verified-saas-startups-on-trustmrr-tech-stacks-mrr-vs-one-time-sales--54h7</link>
      <guid>https://dev.to/storeintel/we-analyzed-60-stripe-verified-saas-startups-on-trustmrr-tech-stacks-mrr-vs-one-time-sales--54h7</guid>
      <description>&lt;p&gt;Everyone in the indie hacker and SaaS world has been watching &lt;strong&gt;TrustMRR&lt;/strong&gt; — where founders connect their live Stripe, Shopify, or Polar accounts to verify their real 30-day revenue and MRR publicly.&lt;/p&gt;

&lt;p&gt;Instead of just browsing individual profiles, we built an asynchronous Python HTTP pipeline at &lt;strong&gt;StoreIntel Labs&lt;/strong&gt; to aggregate and analyze &lt;strong&gt;60 Stripe-verified startups&lt;/strong&gt; across B2B Sales, Marketing, AI, Developer Tools, and E-Commerce, and enriched them with public tech stacks, pricing models, and founder links.&lt;/p&gt;

&lt;p&gt;You can explore the interactive table or download the full 60-row CSV for free here:&lt;br&gt;
👉 &lt;strong&gt;&lt;a href="https://mikrozar-cell.github.io/b2b-ecommerce-saas-scrapers-n8n-clay/samples.html" rel="noopener noreferrer"&gt;Live Interactive Dataset Explorer (246 Verified B2B Rows across 5 Datasets)&lt;/a&gt;&lt;/strong&gt;&lt;br&gt;
👉 &lt;strong&gt;&lt;a href="https://raw.githubusercontent.com/mikrozar-cell/b2b-ecommerce-saas-scrapers-n8n-clay/main/datasets/05_stripe_verified_saas_startups_mrr_and_founders.csv" rel="noopener noreferrer"&gt;Direct Raw CSV Download (&lt;code&gt;05_stripe_verified_saas_startups_mrr_and_founders.csv&lt;/code&gt;)&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;




&lt;h3&gt;
  
  
  🔍 3 Surprising Takeaways from the Verified Stripe Data
&lt;/h3&gt;

&lt;h4&gt;
  
  
  1. High 30-Day Cashflow Often Comes from Hybrid One-Time Packs + Subscriptions
&lt;/h4&gt;

&lt;p&gt;Looking at the ratio between &lt;code&gt;verified_30d_revenue_usd&lt;/code&gt; and &lt;code&gt;current_mrr_usd&lt;/code&gt; across fast-growing B2B tools:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;1Lookup&lt;/strong&gt; (&lt;code&gt;1lookup.io&lt;/code&gt;): &lt;strong&gt;$520,382&lt;/strong&gt; 30d revenue ($251,606 MRR across 721 active subscriptions) — combines recurring plans with pay-as-you-go validation credits.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Stack Influence&lt;/strong&gt; (&lt;code&gt;stackinfluence.com&lt;/code&gt;): &lt;strong&gt;$874,961&lt;/strong&gt; 30d revenue ($28,342 MRR) — combines platform fees and flat-fee campaigns with recurring retainers.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Getlead&lt;/strong&gt; (&lt;code&gt;getle.ad&lt;/code&gt;): &lt;strong&gt;$7,348–$11,162&lt;/strong&gt; monthly revenue with &lt;strong&gt;$1,603 MRR&lt;/strong&gt; (44 subscriptions) — over 80% of early cashflow is driven by one-time credit/data packs sold via cold outreach.&lt;/li&gt;
&lt;/ul&gt;

&lt;h4&gt;
  
  
  2. B2B Outbound, GTM &amp;amp; AI SDR Tools Dominate the High-Growth Tier
&lt;/h4&gt;

&lt;p&gt;Among startups launched in 2023–2026, B2B customer acquisition tools show some of the fastest verified ramp-ups:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;GojiberryAI&lt;/strong&gt; (&lt;code&gt;gojiberry.ai&lt;/code&gt;, founded July 2025): &lt;strong&gt;$407,199&lt;/strong&gt; 30d revenue / &lt;strong&gt;$424,368 MRR&lt;/strong&gt; (3,944 active subscriptions).&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Postiz&lt;/strong&gt; (&lt;code&gt;postiz.com&lt;/code&gt;, founded July 2024): &lt;strong&gt;$448,301&lt;/strong&gt; 30d revenue / &lt;strong&gt;$408,836 MRR&lt;/strong&gt; (12,040 active subscriptions).&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;AiSDR&lt;/strong&gt; (&lt;code&gt;aisdr.com&lt;/code&gt;, founded July 2023): &lt;strong&gt;$182,761&lt;/strong&gt; 30d revenue / &lt;strong&gt;$188,795 MRR&lt;/strong&gt; (177 active B2B customers — ~$1,066 ARPU!).&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;AEO Engine&lt;/strong&gt; (&lt;code&gt;aeoengine.ai&lt;/code&gt;): &lt;strong&gt;$174,289&lt;/strong&gt; 30d revenue / &lt;strong&gt;$191,210 MRR&lt;/strong&gt; from just &lt;strong&gt;64 active clients&lt;/strong&gt; (~$2,987 ARPU).&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;PROSP&lt;/strong&gt; (&lt;code&gt;prosp.ai&lt;/code&gt;, founded Aug 2025): &lt;strong&gt;$98,483&lt;/strong&gt; 30d revenue / &lt;strong&gt;$128,005 MRR&lt;/strong&gt; (1,108 active subscriptions).&lt;/li&gt;
&lt;/ul&gt;

&lt;h4&gt;
  
  
  3. The Most Common Production Tech Stack
&lt;/h4&gt;

&lt;p&gt;Across verified SaaS profiles that disclose their full engineering stack:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Frontend:&lt;/strong&gt; &lt;code&gt;Next.js&lt;/code&gt;, &lt;code&gt;React&lt;/code&gt;, &lt;code&gt;Tailwind CSS&lt;/code&gt;, &lt;code&gt;TypeScript&lt;/code&gt; appear in over 78% of modern apps.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Backend &amp;amp; Database:&lt;/strong&gt; &lt;code&gt;Python&lt;/code&gt; (&lt;code&gt;FastAPI&lt;/code&gt;), &lt;code&gt;Node.js&lt;/code&gt;, &lt;code&gt;PostgreSQL&lt;/code&gt;, &lt;code&gt;Supabase&lt;/code&gt;, and &lt;code&gt;Redis&lt;/code&gt; lead the backend tier.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Billing &amp;amp; Infra:&lt;/strong&gt; &lt;code&gt;Stripe&lt;/code&gt; (91%), &lt;code&gt;Vercel&lt;/code&gt;, &lt;code&gt;Cloudflare&lt;/code&gt;, &lt;code&gt;AWS&lt;/code&gt;, and &lt;code&gt;Docker&lt;/code&gt;.&lt;/li&gt;
&lt;/ul&gt;




&lt;h3&gt;
  
  
  🛠️ Want to Enrich Your Own B2B Leads in Clay, n8n, or Make?
&lt;/h3&gt;

&lt;p&gt;We open-sourced our entire hub of &lt;strong&gt;8 browserless HTTP scrapers, 24 specialized Apify Tasks, 8 n8n JSON workflows, 8 Make.com blueprints, and 5 free B2B CSV datasets&lt;/strong&gt;:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Interactive Dataset Explorer &amp;amp; Full CSV Bundles:&lt;/strong&gt; &lt;a href="https://mikrozar-cell.github.io/b2b-ecommerce-saas-scrapers-n8n-clay/samples.html" rel="noopener noreferrer"&gt;https://mikrozar-cell.github.io/b2b-ecommerce-saas-scrapers-n8n-clay/samples.html&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;1-Click Clay.com Enrichment Workbook:&lt;/strong&gt; &lt;a href="https://app.clay.com/shared-workbook/share_0toe8fdqHgFAJtmU6wQ" rel="noopener noreferrer"&gt;https://app.clay.com/shared-workbook/share_0toe8fdqHgFAJtmU6wQ&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;GitHub Repository:&lt;/strong&gt; &lt;a href="https://github.com/mikrozar-cell/b2b-ecommerce-saas-scrapers-n8n-clay" rel="noopener noreferrer"&gt;https://github.com/mikrozar-cell/b2b-ecommerce-saas-scrapers-n8n-clay&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Apify Store (&lt;code&gt;storeintel&lt;/code&gt;):&lt;/strong&gt; &lt;a href="https://apify.com/storeintel" rel="noopener noreferrer"&gt;https://apify.com/storeintel&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;

</description>
      <category>saas</category>
      <category>opensource</category>
      <category>python</category>
      <category>startup</category>
    </item>
    <item>
      <title>Open-Sourced: 8 Browserless B2B Lead &amp; E-Commerce Scrapers for Clay, n8n &amp; Make (+ 4 Free CSV Datasets)</title>
      <dc:creator>StoreIntel Labs</dc:creator>
      <pubDate>Thu, 12 Nov 2026 18:05:29 +0000</pubDate>
      <link>https://dev.to/storeintel/open-sourced-8-browserless-b2b-lead-e-commerce-scrapers-for-clay-n8n-make-4-free-csv-3l3j</link>
      <guid>https://dev.to/storeintel/open-sourced-8-browserless-b2b-lead-e-commerce-scrapers-for-clay-n8n-make-4-free-csv-3l3j</guid>
      <description>&lt;p&gt;If you build outbound enrichment workflows in &lt;strong&gt;Clay.com&lt;/strong&gt;, &lt;strong&gt;n8n&lt;/strong&gt;, or &lt;strong&gt;Make.com&lt;/strong&gt;, you've probably hit the same bottleneck: headless browser scrapers take 60–120 seconds per row and burn through compute credits fast.&lt;/p&gt;

&lt;p&gt;To solve this, we built &lt;strong&gt;StoreIntel Labs&lt;/strong&gt; — a suite of &lt;strong&gt;8 pure-HTTP (browserless) B2B &amp;amp; E-Commerce scrapers&lt;/strong&gt; hosted on Apify that execute in &lt;strong&gt;1–3 seconds&lt;/strong&gt; and cost ~$0.01–$0.03 per run, along with &lt;strong&gt;4 free live sample CSV datasets (186 rows)&lt;/strong&gt; and ready-to-import workflow templates.&lt;/p&gt;

&lt;h3&gt;
  
  
  📊 Interactive Sample Datasets (Preview &amp;amp; Download CSV)
&lt;/h3&gt;

&lt;p&gt;You can preview all 4 sample datasets directly in the browser or download the raw CSVs here:&lt;br&gt;
👉 &lt;strong&gt;&lt;a href="https://mikrozar-cell.github.io/b2b-ecommerce-saas-scrapers-n8n-clay/samples.html" rel="noopener noreferrer"&gt;Live B2B Sample Dataset Explorer (186 Verified Leads)&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;45 Top Skool.com Communities (&lt;code&gt;01_skool_communities_mrr_and_creator_leads.csv&lt;/code&gt;):&lt;/strong&gt;
Extracted &lt;code&gt;estimated_mrr_usd&lt;/code&gt;, &lt;code&gt;estimated_arr_usd&lt;/code&gt;, &lt;code&gt;monthly_price_usd&lt;/code&gt;, &lt;code&gt;member_count&lt;/code&gt;, and owner social links (Instagram, YouTube, X, Website).&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;45 Y Combinator Startups (&lt;code&gt;02_yc_startups_and_founders_linkedin_x_leads.csv&lt;/code&gt;):&lt;/strong&gt;
Extracted YC batch (&lt;code&gt;W24&lt;/code&gt;, &lt;code&gt;S24&lt;/code&gt;, &lt;code&gt;F24&lt;/code&gt;), B2B tags, team size, and direct founder LinkedIn &amp;amp; X/Twitter profiles.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;48 Tech Companies' Engineering Stack &amp;amp; Hiring Velocity (&lt;code&gt;03_greenhouse_lever_ashby_tech_stack_hiring_signals.csv&lt;/code&gt;):&lt;/strong&gt;
Parsed live Greenhouse, Lever, and AshbyHQ job boards (OpenAI, Stripe, Anthropic, Vercel, Figma, Linear, Scale AI, etc.) to detect internal tech stacks (Kubernetes, Snowflake, dbt, Rust, PyTorch, Salesforce, Gong) and hiring velocity.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;48 Angry 1–2 Star Competitor Churn Reviews (&lt;code&gt;04_shopify_wordpress_1star_churn_leads.csv&lt;/code&gt;):&lt;/strong&gt;
Real 1-star and 2-star reviews from Shopify App Store and WordPress Plugin Directory with &lt;code&gt;merchant_name&lt;/code&gt;, &lt;code&gt;country&lt;/code&gt;, &lt;code&gt;usage_duration&lt;/code&gt;, and exact complaint text.&lt;/li&gt;
&lt;/ol&gt;




&lt;h3&gt;
  
  
  ⚡ Free Templates for Clay.com, n8n &amp;amp; Make.com
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Clay.com 1-Click Shared Workbook Template:&lt;/strong&gt;
👉 &lt;strong&gt;&lt;a href="https://app.clay.com/shared-workbook/share_0toe8fdqHgFAJtmU6wQ" rel="noopener noreferrer"&gt;Clone the StoreIntel B2B &amp;amp; E-Commerce Apify Enrichment Template in Clay&lt;/a&gt;&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;GitHub Repository (8 n8n JSON Workflows + 8 Make.com Blueprints + CSV Datasets):&lt;/strong&gt;
👉 &lt;strong&gt;&lt;a href="https://github.com/mikrozar-cell/b2b-ecommerce-saas-scrapers-n8n-clay" rel="noopener noreferrer"&gt;github.com/mikrozar-cell/b2b-ecommerce-saas-scrapers-n8n-clay&lt;/a&gt;&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Full Apify Actor &amp;amp; Task Suite:&lt;/strong&gt;
👉 &lt;strong&gt;&lt;a href="https://apify.com/storeintel" rel="noopener noreferrer"&gt;StoreIntel Labs on Apify Store (&lt;code&gt;storeintel&lt;/code&gt;)&lt;/a&gt;&lt;/strong&gt;
&lt;/li&gt;
&lt;/ul&gt;




&lt;h3&gt;
  
  
  🛠️ All 8 Browserless Actors Included
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;&lt;a href="https://apify.com/storeintel/ecommerce-store-intelligence-scraper" rel="noopener noreferrer"&gt;Shopify &amp;amp; WooCommerce Store Intelligence Scraper&lt;/a&gt;&lt;/strong&gt; — Detects 30+ installed apps/pixels (Klaviyo, Meta Pixel, TikTok, Recharge), theme name, SKU count, and social links.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;&lt;a href="https://apify.com/storeintel/greenhouse-lever-ashby-job-tech-stack-scraper" rel="noopener noreferrer"&gt;Greenhouse, Lever &amp;amp; Ashby Job Board Tech-Stack Scraper&lt;/a&gt;&lt;/strong&gt; — Extracts 60+ tech stack keywords and department hiring velocity from public ATS APIs.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;&lt;a href="https://apify.com/storeintel/skool-community-lead-mrr-scraper" rel="noopener noreferrer"&gt;Skool Community MRR &amp;amp; Creator Lead Scraper&lt;/a&gt;&lt;/strong&gt; — Calculates estimated MRR/ARR and extracts creator social links.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;&lt;a href="https://apify.com/storeintel/yc-startup-founder-intelligence-scraper" rel="noopener noreferrer"&gt;Y Combinator (YC) Startup &amp;amp; Founder Scraper&lt;/a&gt;&lt;/strong&gt; — Filters YC directory by batch, industry, and team size with founder LinkedIn/X links.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;&lt;a href="https://apify.com/storeintel/saas-marketplace-review-sentiment-scraper" rel="noopener noreferrer"&gt;Shopify App &amp;amp; WordPress Plugin 1-Star Churn Scraper&lt;/a&gt;&lt;/strong&gt; — Captures dissatisfied users leaving 1–2 star reviews on competitor apps.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;&lt;a href="https://apify.com/storeintel/chrome-extension-intelligence-scraper" rel="noopener noreferrer"&gt;Chrome Web Store Extension Intelligence Scraper&lt;/a&gt;&lt;/strong&gt; — Tracks active users, MV3 status, publisher email, and monetization signals.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;&lt;a href="https://apify.com/storeintel/gumroad-creator-product-intelligence-scraper" rel="noopener noreferrer"&gt;gumroad.com &amp;amp; LemonSqueezy Product Revenue Scraper&lt;/a&gt;&lt;/strong&gt; — Estimates creator revenue and pricing tiers.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;&lt;a href="https://apify.com/storeintel/trustpilot-competitor-review-intelligence-scraper" rel="noopener noreferrer"&gt;Trustpilot &amp;amp; G2 Competitor Review Churn Scraper&lt;/a&gt;&lt;/strong&gt; — Extracts structured negative reviews for B2B SaaS displacement campaigns.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Feedback, feature requests, or PRs are very welcome!&lt;/p&gt;

</description>
      <category>opensource</category>
      <category>python</category>
      <category>api</category>
      <category>automation</category>
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