Grundwerk Digital finds the leads B2B databases miss with Apify
“There’s no other possibility than using Apify.” How a Berlin outbound agency reaches the businesses no database lists, and checks every prospect before it writes.
Apify Blog5 min read
Case Studies
21 stories
ParseForge aimed for 1,000 Actors by 2027. It hit 2,000 in 2026.
A team of four built 2,000 Actors well ahead of schedule, and its Actor Factory now ships a new one in about an hour.
Apify Blog5 min read
OpenLegacy x Guideless: Rebuilding Customer Training With AI
See how OpenLegacy uses Guideless to rebuild its customer training library and create scalable onboarding, partner enablement, and internal training content.
Guideless Blog6 min read
How Shopify built a continual learning loop with PyTorch and vLLM
TL;DR: This case study explores how Shopify compresses production failures into model weights every day, beats frontier-model quality, and cuts serving costs 96% by building a continual learning loop with...
PyTorch Blog10 min read
How LAFC Lifted Content Production 42% Without Adding Headcount
Since kicking off in 2018, the Los Angeles Football Club has won six trophies, and it owns BMO Stadium, which Alex Zani describes as the busiest grass-field stadium in North America. Back in 2023, we published a case study ...
Visme AI Blog14 min read
How College Path Studio Scaled Learning Content Without Scaling Its Team
"Pictory transformed our Instagram presence overnight. Our engagement increased by 10x, and our audience finally understood what Shilajit is all about." The post How College Path Studio Scaled Learning Content Without Scaling Its Team appeared first on Pictory.ai.
Pictory Blog4 min read
How ChatGPT fans out one question into five searches
Prefer logged the web searches ChatGPT ran for 47 buyer questions: 224 in all, 54% of them site-scoped checks of a brand's own pages. Write for the fan-out.
Prefer Blog14 min read
Turning Silos Into a Single Flow: How Unsiloed AI Runs Every Contract End to End With Lexi
“We are a small team moving fast, and contracts do not wait for us to catch up. We could review, or we could draft, or we could file, but doing all of it well through four different tools was where things fell through the cracks.
Lexi Blog4 min read
Why Teams Use Visme: 6 Reasons, Backed by Real Results
Teams are producing more content across more formats, from presentations and reports to proposals, training materials, social graphics and other customer-facing assets. Visme's 2026 Benchmark Report found that 67% of surveyed teams create more than 20 customer-facing decks per month, ...
Visme AI Blog10 min read
How The Irvine Company Uses Wizstar AI Video Generator for Real Estate Marketing
Discover how AI video generators help real estate companies create engaging property presentations, AI avatar videos, and scalable marketing content with Wizstar.
Wizstar Blog6 min read
Reddit is the most-cited source in AI search
Prefer measured which sources ChatGPT and Google's AI cite for software buyers. Reddit was #1 on ChatGPT (30% of citations) and #2 on Google.
Prefer Blog6 min readHow FAW-Volkswagen Slashed Lead Costs by 55% Using Wizstar AI Avatars for Automotive Livestreams
Discover how FAW-Volkswagen used Wizstar AI Avatar and AI video generator technology to create virtual showrooms, enhance vehicle presentations, and reduce lead costs.
Wizstar Blog6 min read
What Happened When DoltHub Ran Ito on 43 Pull Requests
DoltHub reported a 2:1 fixed-to-dismissed ratio for Ito bug findings, and surfaced pre-existing issues in 26 of 43 tested PRs over six weeks.
Ito Blog6 min read
Who gets cited in AI search: the best-documented wins
Prefer asked ChatGPT, Perplexity, Gemini and Claude 47 buyer questions in 8 industries and logged 1,237 citations. 40% went to listicles, not vendors' sites.
Prefer Blog10 min read
Turning Every Return to a Case Into a Running Start
“Our matters do not move in a straight line. A case can go quiet for months and then come back overnight, and every time it did, whoever picked it up had to start over, reading thousands of pages just to remember where we stood. With Lexi, the matter lives as a project.
Lexi Blog5 min read
Saving Time, Expanding Creativity: Why Fernbank Museum Relies on Vecteezy Pro
Each year, Fernbank Museum of Natural History welcomes nearly half a million visitors. Families, groups, and individuals of all ages come to experience life-size replicas of the world’s largest dinosaurs, a Giant Screen Theater, and an impeccable Piedmont forest.
Vecteezy AI Blog5 min read
Is AI Legal Advice Safe in India? What Lawyers and Clients Should Know
Is AI legal advice safe in India? It can help with legal information and drafting, but relying on it without lawyer review creates serious risk.
Lexi Blog7 min read
Case Study: Stewart Technologies, Inc.
How Tara Schinkel Replaced Meetings, Emails, and Texts Tara Schinkel on using Carbon Voice to delegate, document, and stay connected and...
Carbon Voice Blog3 min read
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