CIENCE blog

CIENCE Wins SourceForge Spring 2023 Leader Award: Top 5%

CIENCE GO Data, GO Digital & GO Show earned SourceForge Spring 2023 Leader status: top 5% of 60K+ products. See how graph8 transformed these tools into a GTM system.

Daniel Conn / / 5 min read /5 sections /Updated Mar 31, 2026
Line-engraving of three blank award medallions melting from a small forge into one connected GTM operating grid, with a cyan-to-violet signal path carrying product proof into the system: SourceForge awards becoming graph8 operating infrastructure.
Cream line-engraving portrait of Thomas Cornelius, Founder and CEO of graph8. TC
Leader spotlight
We built one of the largest SDR operations in the country. Then we realized the model itself was the constraint. That's why we built graph8: to turn GTM into an engineering discipline, not a staffing exercise.
Thomas Cornelius Founder & CEO, graph8

CIENCE earned its third consecutive SourceForge Leader award in Spring 2023: the same season the transformation to graph8 was already underway behind the scenes.

Last refreshed March 2026: updated transformation narrative, graph8 pricing, and GTM engineering context.

From Thomas Cornelius, Founder & CEO, graph8: "We built one of the largest SDR operations in the country. Then we realized the model itself was the constraint. That's why we built graph8: to turn GTM into an engineering discipline, not a staffing exercise."

SourceForge, the world's largest software review platform with 60,000+ products, awarded CIENCE GO Data and GO Digital the Leader designation (top 5% of user reviews) and GO Show the Top Performer designation (top 10%). It was the third straight win for all three platforms, following the Fall 2022 and Winter 2023 awards.

The awards kept stacking up. But inside the company, the conversation had already shifted from "how do we win more awards?" to "how do we rebuild everything?"

What the Awards Taught Us

Three consecutive SourceForge wins told us something specific: the software side of CIENCE was working. Users loved GO Data's 300M+ validated records. They loved GO Digital's programmatic targeting. They loved GO Show's visitor identification.

But here's what the award data also revealed: clients weren't using these tools the way we expected. They didn't want standalone products. They wanted an integrated go-to-market system that connected targeting, outreach, and optimization into a single loop.

The reviews praised individual features. The support tickets asked for something bigger. Clients were telling us, in their own words, that the future wasn't three separate tools: it was one engineered platform with someone smart enough to run it for them.

That insight became the blueprint for graph8.

"500% monthly increase in new sales appointments.": Bryce Garoutte, Silicon Valley Insight
Proof from the review forge
REVIEW FIELD 60K+ REVIEWED PRODUCTS Review forge USER PROOF IN THIRD STRAIGHT SEASON GO DataTOP 5% GO DigitalTOP 5% GO ShowTOP 10% the award proved product signal before the operating model changed
The SourceForge awards were not broad applause. They were a specific signal from a field of 60,000+ reviewed products: GO Data and GO Digital ranked in the top 5%, GO Show ranked in the top 10%, and all three repeated for a third straight season.

Does This Sound Familiar?

If you're running B2B sales development right now, you probably have a version of this problem. You've bought the data platform. You've added the ad tool. You've deployed the intent signals. Each product works individually. None of them work together.

Your SDRs toggle between six tabs. Your marketing team can't see what sales is doing. Your outbound campaigns run on one track while your programmatic ads run on another, and nobody connects the dots.

You don't have a tool problem. You have an integration problem. And no amount of "best-in-class point solutions" will fix it: because the gap isn't between the tools, it's between the tools and someone who knows how to orchestrate them.


Your tech stack isn't broken. It's just not connected. You don't need another tool: you need an engineer.

Talk to a GTM Engineer


The loose-tool board
SIX TABS, SIX OWNERS Data Ads Intent CRM Outreach Analytics EACH TOOL WORKS ALONE Integration gap ONE OPERATING LOOP Target Outreach ADS + FOLLOW-UP CONNECTED the problem is not more tools, it is the missing operating layer
The tools were not broken. The board was. Data, ads, intent, CRM, outreach, and analytics each worked in isolation, while SDRs toggled across six tabs and no one joined the signals into one operating loop.

From People to Platform

CIENCE is now part of graph8: and the SourceForge-winning products didn't disappear. They became the foundation of something bigger.

graph8 was built on the thesis that go-to-market should be an engineering discipline, not a staffing exercise. The same GO Data, GO Digital, and GO Show platforms that won three consecutive SourceForge awards now power an integrated GTM system managed by Forward Deployed Engineers: technical operators modeled on Palantir's approach to defense and intelligence.

Here's the difference between buying GO Data as a standalone product and getting it through graph8:

  • Standalone: You get 300M+ records and build lists yourself. Targeting depends on your team's research capacity.
  • graph8: A Forward Deployed Engineer maps your ICP across firmographic, technographic, and intent signals, builds dynamic audiences that update continuously, and connects targeting directly to your outreach and ad campaigns: all in one system.

The same upgrade applies across every component. GO Digital stops being "an ad tool you manage" and becomes part of a multi-channel orchestration layer. GO Show stops being "analytics you review" and becomes a real-time signal that triggers automated follow-up sequences.

graph8 doesn't replace the tools. It replaces the gap between them.

Clients regularly see cost-per-meeting drop 40-60% within the first two quarters. New campaigns deploy in days, not weeks. And the system compounds: learning from every interaction, getting sharper over time.

"The CIENCE team is aggressive in generating leads and continuously fine-tunes campaigns.": Russell DeSalvo, VP of Sales
Three products, one graph8 loop
PRODUCT INPUTS GO Data300M+ RECORDS GO DigitalPROGRAMMATIC ADS GO ShowVISITOR SIGNAL graph8 FDE OPERATED SYSTEM LEARNS OPERATING OUTPUT Dynamic audiences Outreach + ads Signal follow-up 40-60% LOWER COST-PER-MEETING standalone product proof becomes managed system output
The SourceForge-winning products did not disappear. GO Data, GO Digital, and GO Show became inputs to graph8. A Forward Deployed Engineer maps the ICP, keeps audiences current, connects outreach to ads, and turns visitor signal into follow-up.

Why This Matters Now

Spring 2023 was the last award season where CIENCE looked like a traditional B2B software company. By the time the next cycle came around, the graph8 transformation was in full swing.

In 2026, the lesson from those SourceForge wins is clear: great products aren't enough. Great products plus great engineering plus embedded operators who own outcomes: that's what separates companies that grow from companies that plateau.

With 2,500+ clients served across 250+ industries and a 4.6/5 rating on Capterra, CIENCE's software track record was never the problem. The problem was the gap between the tools and the people using them.

graph8's Forward Deployed Engineers bring every GO platform capability together into a single GTM system, then continuously optimize it based on real performance data. Engagements start at $5K one-time setup + $2,499/mo managed + $499/mo graph8 platform.

You don't need more tools rated 5 stars. You need one system that actually works.

The 2026 operating readout
PROOF NOW WIRED IN 2,500+CLIENTS 250+INDUSTRIES 4.6/5CAPTERRA Managed GTM system Target Signal Msg Tune ONE LOOP, CLEAR ECONOMICS ENTRY MATH $5KSETUP $2,499MANAGED $499PLATFORM great products matter most when they are wired into one operating model
In 2026, the proof sits inside a different machine. 2,500+ clients, 250+ industries, a 4.6/5 Capterra rating, and three straight award seasons matter because graph8 now turns the GO platform into one managed GTM system with clear entry pricing.

FAQ

What SourceForge awards did CIENCE win in Spring 2023? CIENCE GO Data and GO Digital earned the SourceForge Leader designation (top 5% of 60,000+ reviewed products) and GO Show earned the Top Performer designation (top 10%). It was the third consecutive season CIENCE won these awards.

Are the GO Data products still available through graph8? Yes. GO Data (300M+ validated records), GO Digital (programmatic ad targeting), and GO Show (visitor identification) now serve as the integrated foundation of graph8's Forward Deployed Engineer model: connected into a single GTM system instead of operating as standalone tools.

How does graph8 differ from buying GO Data individually? Standalone GO Data gives you access to records. Through graph8, a Forward Deployed Engineer maps your ICP, builds dynamic audiences, and connects targeting directly to outreach and ad campaigns: delivering 40-60% lower cost-per-meeting through integrated orchestration.

Get a Free GTM Diagnostic

Here's what happens when you reach out: our Forward Deployed Engineers run a diagnostic on your current outbound motion: your targeting accuracy, your channel mix, your conversion rates at each stage: and show you exactly where an engineered system would outperform what you're doing today.

Whether or not you work with us, you'll walk away with a clear picture of your pipeline math.

Line-engraving of three blank award medallions archived as proof tokens, sending one cyan-to-violet signal band into a finished GTM operating grid of pipes, circuit traces, gauges, and a lit meeting marker.
Proof converted to system

The awards are no longer the end of the story. They are proof tokens feeding the operating grid: graph8 runs the system and CIENCE delivers the execution.