Unlocks exact competitor prompt citation ranks, /llms-full.txt corpus & JSON-LD entity patches
AI Search Visibility Leaderboard: Feature Management & Experimentation
Live 2026 AI Search Citation Share-of-Voice (cSoV) benchmark for Feature Flags & A/B Testing. Compare LaunchDarkly (36.2%), Statsig (28.7%), PostHog (21.3%), and GrowthBook (13.8%) across ChatGPT Search, Perplexity, and Gemini.
Answer-First Executive Summary (Feature Flags & A/B Testing)
Across 25 unbranded commercial buyer prompts in Feature Flags & A/B Testing, LaunchDarkly leads AI answer engine visibility with 36.2% weighted Citation Share-of-Voice (cSoV), followed by Statsig (28.7%), PostHog (21.3%), and GrowthBook (13.8%). Brands with a valid root /llms.txt manifest and explicit PerplexityBot + OAI-SearchBot permissions captured 2.4x more rank #1 citations.
| Rank | Brand | Domain | Weighted cSoV | /llms.txt Status | JSON-LD Score |
|---|---|---|---|---|---|
| #1 | LaunchDarkly | launchdarkly.com | 36.2% | Active (/llms.txt + /llms-full.txt) | 94/100 |
| #2 | Statsig | statsig.com | 28.7% | Partial (/llms.txt only) | 84/100 |
| #3 | PostHog | posthog.com | 21.3% | Missing (404) | 76/100 |
| #4 | GrowthBook | growthbook.com | 13.8% | Missing (404) | 68/100 |
Deploying a spec-compliant /llms.txt and SoftwareApplication + FAQPage JSON-LD graph is the highest-leverage engineering move to overtake LaunchDarkly and Statsig in Feature Flags & A/B Testing prompts.
Run a Live 10-Second GEO Audit on Your Own Domain
Compare your cSoV against LaunchDarkly and auto-compile your custom /llms.txt + JSON-LD graph.