[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Outreach
ProductCitation IndexAI InfluenceBlogBook

✦ In-Depth Analysis

Why AI Barely Mentions Outreach Despite Enterprise Scale

Outreach built their growth model on relationships, not content. That worked for the last decade. In 2026, it means AI scores them at 58/100 — the same tier as a seed-stage challenger — despite years of enterprise market presence.

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AEO Score

58

Growing Presence

Avg Prompt Score

40

across 752 prompts

AI Share of Voice

40%

across 752 prompts

Category Visibility

#2

in Sales Engagement · of 98

Critical Issues

5

critical + high

Per-stage performance

🔍Discovery
477 category
Cited70%332/477
Share of voice45%avg
Engine consensus65%of engines
Competitors42.5avg/cited
Sentiment—no data
⚖️Evaluation
9 brand-level
Cited100%9/9
Share of voice82%avg
Engine consensus81%of engines
Competitors2.2avg/cited
Sentiment—no data
🛡️Trust
7 brand-level
Cited100%7/7
Share of voice86%avg
Engine consensus86%of engines
Competitors2.9avg/cited
Sentiment—no data
💰Conversion
6 brand-level
Cited100%6/6
Share of voice84%avg
Engine consensus83%of engines
Competitors2.5avg/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 Outreach is visible in

3
  • Sales Engagement2 of 98→
  • Sales4 of 130→
  • AI Sales Assistant5 of 103→

Executive summary

Outreach.io is strongly positioned for AI citation in evaluation-stage queries because it has very large G2 review volume (3,554 reviews) and substantial TrustRadius presence (1,019 reviews). The biggest risk for AI answers is conversion-stage and evaluation-stage precision: Outreach appears to hide pricing behind demo/contact flows and there’s no evidence (from live search) of SoftwareApplication/FAQPage structured data that AI engines can reliably extract for “pricing” and “vs/alternatives” prompts.

Based on audit of outreach.io · Apr 23, 2026

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