Original Research
Industry AI Visibility Research
Data-driven insights on how brands appear in AI-powered search. Original benchmark reports analyzing ChatGPT, Perplexity, and Google AI visibility for executive decision-making.
The library
All AI visibility benchmark reports
16 reports
Industry
Year
April 2026View report
Cruise Industry AI Visibility Report 2026 — Which Cruise Lines Does AI Actually Recommend?
The Florida system prompt hurts non-Florida brands more than it helps Florida ones. Princess Cruises loses -13.1% while Royal Caribbean gains only +3.7%. Geographic context acts as a filter, not a booster.
12,220
Citations tracked
April 2026View report
Business Conferences AI Visibility Report 2026 — Which Conferences Does AI Actually Recommend?
Celebrity-led events (Tony Robbins, Grant Cardone) rank well below B2B trade shows. SXSW is the only event ranking in both business (#2) and marketing (#2) top 5.
10,984
Citations tracked
April 2026View report
Marketing Conferences AI Visibility Report 2026 — Which Conferences Does AI Actually Recommend?
Cannes Lions has built an editorial moat — decades of trade press coverage make it the default AI reference event. SXSW is the only event ranking in both marketing (#2) and business (#2) top 5.
52,261
Citations tracked
April 2026View report
Enterprise CRM: AI Visibility Report 2026 — Every AI Engine Agrees: Salesforce Owns the CRM Conversation
All 5 engines rank the exact same top 3: Salesforce, HubSpot, Zoho CRM — the most unanimous result in any AIVO study. Niche US CRMs lose 66–80% visibility in Spanish.
5,027
Citations tracked
April 2026View report
Recipe & CPG Brands: AI Visibility Report 2026 — Which Brand Do AI Engines Recommend When You Ask About Recipes?
Three different brands lead across 5 engines — the most fragmented recipe category. Hispanic food brands surge dramatically in Spanish, while American pantry staples lose 24–43%.
4,342
Citations tracked
April 2026View report
Streaming Wars: AI Visibility Report 2026 — Which Streaming Platform Do AI Engines Recommend?
Netflix leads all 5 engines unanimously — 1.47x more mentions than Disney+. Free ad-supported Tubi ranks #3 overall, beating Prime Video and Max.
7,458
Citations tracked
April 2026View report
Travel & Hospitality: AI Visibility Report 2026 — Which Brand Do AI Engines Recommend When You Ask About Travel?
The most fragmented AI category ever studied — all 5 engines picked a different #1 brand. Global booking platforms (Booking.com +34%, Expedia +31%) gain in Spanish while US-centric brands lose.
4,703
Citations tracked
April 2026View report
Beauty Brands: AI Visibility Report 2026 — Which Brand Do AI Engines Recommend?
e.l.f. Beauty dominates all engines except Gemini (which picks CeraVe). Estée Lauder ranks #12 and Dior #14 despite their marketing spend.
4,578
Citations tracked
April 2026View report
Sneaker & Footwear: AI Visibility Report 2026 — Which Brand Do AI Engines Recommend?
Crocs is the unanimous AI footwear champion across all 5 engines in both EN and ES. Nike and Adidas's massive marketing spend doesn't translate to AI visibility leadership.
4,195
Citations tracked
March 2026View report
Sustainable Beauty & AI: Which Brands Win the Recommendation — and Which Get Scrutinized?
The greenwashing detection query cluster is a distinct AI risk category. L'Oréal leads it with 42 mentions at position 1.25 — a risk most CPG sustainability teams are not measuring.
7,133
Citations tracked
March 2026View report
Which Airlines Does AI Recommend to LATAM Travelers — and Does Language Change the Answer?
Spanish queries return 4.6pp higher visibility scores than English for the same routes. Volaris ranks #3 overall — above American Airlines and Copa Airlines.
12,847
Citations tracked
March 2026View report
GLP-1 & AI Food Visibility: Which Brands Does AI Recommend — and Does Memory Change the Answer?
Magic Spoon surges 200% when AI "remembers" a user is on Ozempic. 9 of 21 tracked brands have zero AI mentions across both conditions.
487
Citations tracked
March 2026View report
Spring Break 2026: Which Hotel Brands Does AI Actually Recommend?
Moxy Hotels outscores Hilton on visibility quality with 10x fewer mentions. Each AI engine has a completely different hotel personality.
3,619
Citations tracked
February 2026View report
World Cup 2026 AI Prediction Bias Study
ChatGPT picks France 95% of the time. Llama without web search picks Brazil 90%—web content overrides training data.
600
Citations tracked
January 2026View report
AI Travel Platform Benchmark: Mindtrip vs ChatGPT
58.7% disagreement rate reveals fundamentally different recommendation logic between platforms
890
Citations tracked
November 2025View report
Cruise Industry AI Visibility Benchmark
Virgin Voyages and Regent Seven Seas lead position scores despite lower mention frequency
2,024
Citations tracked
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