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SourceForge

sourceforge.net
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Overall score
79.0Good
—
Rank
#29
Prev: #0 · top 4% of 647 tracked
media rank
#1 of 82
Sector average 60.0
Benchmark runs
1
1 domain on the index claimed by owners

SourceForge is the complete software discovery platform. SourceForge is the largest B2B software review and comparison site in the world, and features the largest business software directory, as well as free & fast open source software downloads and development.

Audience
Developer
Locales
en
Opportunity cost · media

SourceForge could see ~$2,142,000 of subscription & ad revenue exposed to agent-led journeys each year

Public agent-traffic forecasts suggest a growing share, modelled here at roughly 34%, of content discovery and subscription sessions in the media sector could be initiated or completed by AI agents[1][2]. SourceForge currently scores 79.0 on the Index[3], leaving a 21-point gap to the ideal agent experience (100). The illustrative figure below applies that gap to the agent-driven slice of a typical annual subscription & ad revenue baseline for this sector. It is a directional estimate, not a measured conversion rate.

Gap to leader
21.0 pts
Above media avg
0.0 pts
Modelled revenue at risk
$2,142,000

Estimate assumes a $30M combined subscription and ad-revenue baseline. Claim your domain to replace this placeholder with your reported subscription & ad revenue.

Sources
  1. [1]Gartner (2025) — Intelligent Agents in AI Really Can Work Alone. Here’s How.
  2. [2]Adobe Analytics (2025) — Generative AI traffic to U.S. retail sites (weekly trend)
  3. [3]Stunt Double (2026) — Stunt Double Index methodology & scoring rubric

Category breakdown

Brand awarenessCan agents recognise you exist?
75
DiscoveryWill they pick you?
80
Information retrievalCan they read your site?
100
Market rankingWhere do you sit in the lineup?
35
AccuracyDo they tell the truth about you?
100
Task completionCan an agent complete a task on behalf of a user?
70
Delegated accessDo you let agents in, safely?
100
Contact & communicationCan an agent reach a human?
75

By agent provider

No agent providers are configured in this environment.

Where agents get stuck

Public summary · full session replay available to verified owners
lowBrand awareness
Missing Open Graph tags. Link previews degrade in agent chats.
mediumMarket ranking
No Product/Service schema on the homepage. Agents can’t easily compare offerings.
lowMarket ranking
No review or aggregateRating schema. Agents have no signal for ranking vs peers.
highTask completion
No reachable entry point for delegated tasks — nothing at `/pricing`, `/signup`, `/cart`, `/book`, or similar responds without auth.
highDelegated access
No MCP manifest. Agents can’t auto-discover tools or delegated capabilities.
lowDelegated access
robots.txt doesn’t mention any agent user-agents. The policy for agents is implicit.
mediumContact & communication
No contact email visible in server-rendered HTML. Agents can’t fall back to email.
highTask completion
ChatGPT Agent hits a bot-challenge page on the homepage.
highTask completion
Copilot hits a bot-challenge page on the homepage.
highTask completion
Browserbase Operator hits a bot-challenge page on the homepage.