AEO Score
5
Limited Presence
Avg Prompt Score
36
across 787 prompts
AI Share of Voice
36%
across 787 prompts
Critical Issues
5
critical + high
Shortlist Position
20/80
Niche · Ai Infrastructure Discovery
Per-stage performance
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
Categories Helicone is visible in
2Your visibility gap
Helicone surfaces in 20/80 Ai Infrastructure discovery prompts. Claim this profile to see which 60 prompts you're missing and how to win them.
Executive summary
Helicone has strong baseline B2B entity signals (G2 exists with 2 reviews at 4.5★ and first-party pricing is publicly crawlable with explicit tiers). The biggest AI-citation risk is evaluation-stage coverage: there are first-party competitor comparison pages (e.g., LangSmith vs Helicone) but there is no evidence of first-party, brand-led comparison pages for all key rivals (Langfuse, LangSmith, Arize Phoenix, Datadog, Portkey) and there is no evidence of SoftwareApplication/FAQPage structured data on the main site. Highest-ROI fix: add/expand first-party, brand-led evaluation pages that directly answer the exact buyer queries (especially the “best LLM observability software…” and “How does Helicone compare to …” set) and ensure the pages are SSR + schema-enabled so AI engines can cite them.
Based on audit of helicone.ai · May 8, 2026