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use case

AI case studies in Search & retrieval

21 deployments, each checked against the page it was reported on. Figures are quoted verbatim; anything we could not find in the source is marked on the case page.

Walmart · Microsoft

22% — global ecommerce growth

Independently reportedRetail & e-commerce · Search & retrieval · LLM · In production · 2024

Osprey · NOVOS

72.6% — share of AI answers

Vendor-reportedRetail & e-commerce · Search & retrieval · LLM · In production

Safe · Victoria Olsina

40.88% — Enterprise keyword visibility

Vendor-reportedOther · Search & retrieval · LLM · In production

SoWork · iGrow

100% — AI Visibility Score

Vendor-reportedTechnology & software · Search & retrieval · NLP · In production · 2026

WS Audiology · QueryNow

85% increase — daily active users

Vendor-reportedHealthcare · Search & retrieval · NLP · In production

Philips · Market Logic

89% — Proficiency in answering business questions

Vendor-reportedHealthcare · Search & retrieval · LLM · Pilot

Andrew Guglielmi · LeadJens

18 — Time to first AI-attributed lead

Vendor-reportedConstruction & real estate · Search & retrieval · NLP · In production · 2026

Odyssiant · Odyssiant

38 — Consideration stage AI visibility score

Vendor-reportedTechnology & software · Search & retrieval · LLM · In production · 2026

K&L Wines · 923

14 hours — daily busywork eliminated

Vendor-reportedRetail & e-commerce · Search & retrieval · LLM · In production

Swisspreneur · Streaver

570+ — Episodes indexed

Vendor-reportedOther · Search & retrieval · LLM · In production · 2026

Reply.io · Ability.ai

under 5 minutes — Search time

Vendor-reportedTechnology & software · Search & retrieval · NLP · In production

Colearn · Vue.ai

80M — Problems solved

Vendor-reportedEducation · Search & retrieval · NLP · Scaled

Eleven · LLM Pulse

100% — Inclusion of GEO in consulting proposals

Vendor-reportedProfessional services · Search & retrieval · LLM · Scaled · 2025