[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Firefly Cloud Infrastructure Automation
ProductCitation IndexAI InfluenceBlogBook
Claim profile →

AEO Score

0

Limited Presence

Avg Prompt Score

5

across 243 prompts

AI Share of Voice

5%

across 243 prompts

Critical Issues

3

critical + high

Per-stage performance

🔍Discovery
120 category
Cited1%1/120
Share of voice1%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited100%4/4
Share of voice92%avg
Engine consensus92%of engines
Competitors5.0avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited100%4/4
Share of voice84%avg
Engine consensus83%of engines
Competitors5.0avg/cited
Sentiment—no data
💰Conversion
4 brand-level
Cited100%4/4
Share of voice92%avg
Engine consensus92%of engines
Competitors4.5avg/cited
Sentiment—no data

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 Firefly Cloud Infrastructure Automation is visible in

2
  • AI Customer Support Agentsnot yet measured→
  • Meeting Toolsnot yet measured→

Executive summary

Firefly.ai has strong B2B citation signals via G2 (745 reviews) and meaningful enterprise positioning via Gartner-recognized category claims, plus publicly crawlable pricing with explicit tiers ($2,499/mo Essential; 14-day trial). The biggest AI-citation risk is evaluation-stage coverage: first-party comparison pages exist (e.g., Firefly vs Gambit/Cloud Rewind/others), but there’s no evidence (from live checks) of SoftwareApplication/FAQPage structured data that would help AI engines reliably extract evaluation answers.

Based on audit of firefly.ai · May 20, 2026

Built for The Citation Economy