Independent AEO Audit

thrive-co.com AI Visibility Report — 11% Score

A snapshot of how often major AI assistants mention thrive-co.com when answering buyer questions, plus a breakdown of the entity signals that drive those mentions.

Last audited May 12, 2026 · Powered by Rank Monster
Overall AI Visibility
11%
Per-engine breakdown
Claude
0%
ChatGPT
0%
Gemini
0%
Perplexity
11%
Copilot
0%
Grok
0%
Test Methodology

8 search queries tested across 4 AI engines (32 total queries) on May 12, 2026.

ChatGPTGeminiPerplexityGrok
Category Performance
How often thrive-co.com is mentioned by category of buyer question.
awareness
3%1/36
Entity & Indexing Presence
The 8 highest-leverage AEO signals. Each measures whether thrive-co.com is known to a platform LLMs train from or cite.
0/100
  • GoogleGoogle not checked
  • BingNot found on Bing
  • Brave SearchNot found on Brave Search
  • WikipediaNot found on Wikipedia
  • WikidataNot found on Wikidata
  • Wayback MachineNot found on Wayback Machine
  • IndexNowNot found on IndexNow
  • Google Knowledge GraphGoogle Knowledge Graph not checked
Tracked Competitors
Brands thrive-co.com is benchmarked against in the Rank Monster dashboard.
ZS AssociatesBoston Consulting GroupMcKinsey & CompanyLEK Consulting
Tested Searches
8 prompts tested — 1 mentioned at least once.
best launch strategy consultant in biopharma
awareness·
GeminiPerplexityGrokChatGPT
what makes drug launches successful
awareness·
PerplexityGeminiChatGPTGrok
key failure points for new drug launches
awareness·
GrokGeminiPerplexityChatGPT
best firm to help me run a launch simulation
awareness·
ChatGPTGeminiPerplexityGrok
Who is Eliette Krakora?
awareness·
ChatGPTGrokGeminiPerplexity
Who founded THRIVE Consulting?
awareness·
GrokPerplexityGeminiChatGPT
What is THRIVE Consulting?
awareness·
PerplexityGrokGeminiChatGPT
What is Eliette Krakora known for?
awareness·
PerplexityChatGPTGrokGemini
Proof of Citation
Perplexity

What is THRIVE Consulting?

...atches from search results: ### Life Sciences & Product Launch (Primary Match for "THRIVE Consulting") - **Website**: [thrive-co.com](https://www.thrive-co.com) - **Focus**: Helps life sciences leaders with new product launches, competitive strategy, a...

Target Audience
Who thrive-co.com serves — context for the search queries tested.
Industries
pharmaceutical
Company Size
smb
Decision Makers
chief commercial officersglobal launch leads

thrive-co.com AI Visibility Analysis

Answer Engine Optimization (AEO) measures how often AI assistants cite your brand when answering real buyer questions. Unlike SEO, AEO isn't about ranking on a blue link — it's about being the answer.

A 11% score means, on average, thrive-co.com was mentioned in 11 out of every 100 relevant AI responses we tested. The industry benchmark for a well-optimized brand is 60% and up. Most brands score below 20% on their first audit.

The entity-presence checks above drive most of this score. LLMs are trained on — and cite from — Wikipedia, Wikidata, Bing, Brave, and the Google Knowledge Graph at disproportionate rates. Missing from one of those? You're likely missing from the answer.

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