[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/TrueFoundry
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

5

Limited Presence

Avg Prompt Score

17

across 391 prompts

AI Share of Voice

17%

across 391 prompts

Critical Issues

6

critical + high

Shortlist Position

0/80

Not Visible · Llm Platforms Discovery

Per-stage performance

🔍Discovery
217 category
Cited12%26/217
Share of voice12%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
💰Conversion
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/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 TrueFoundry is visible in

2
  • LLM Platformsnot yet measured→
  • Observability & APMnot yet measured→

Your visibility gap

TrueFoundry surfaces in 0/80 Llm Platforms discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.

Claim TrueFoundry →

Executive summary

TrueFoundry has strong B2B citation inputs for evaluation-stage queries (notably 54 G2 reviews on G2) and a crawlable, tiered pricing page, so it can be cited for “top LLM tools/platforms” style questions. The biggest AI-visibility risk is that the site appears to lack SoftwareApplication/Organization structured data and first-party “LLM platform for X” evaluation pages that directly map to your highest-value gap queries (especially data science teams, research institutions, and customer support automation). Highest-ROI fix: add/expand first-party evaluation content blocks + FAQPage/SoftwareApplication schema specifically targeting each missing gap query so AI engines can extract direct answers and cite TrueFoundry’s own pages.

Based on audit of truefoundry.com · May 7, 2026

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