Industries
Industry AI Market Discovery Reports
Public AI Market Discovery Index reports showing how large language models discover, compare, cite, and recommend brands across high-intent industry buying moments. Each benchmark reveals category leaders, visibility gaps, citation patterns, and competitive displacement signals shaping AI search market share.
A
AI Work Collaboration Platforms: 2026 AI Market Discovery Index
A benchmark of how AI platforms discover, compare, and recommend collaboration and work management software across high-intent buying journeys.
Updated Jun 3, 2026
Auto Refinance: 2026 AI Discovery Index
A directional category benchmark of how major AI platforms discover, compare, and recommend auto refinance lenders across high-intent borrower prompts.
Updated Jun 1, 2026
B
Background Checks: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend background check providers across high-intent buying moments.
Updated Jun 1, 2026
Bad Credit Loans: 2026 AI Discovery Index
See which lenders AI platforms recommend most for bad-credit and fair-credit loan searches, and where brands gain or lose visibility.
Updated Jun 1, 2026
Blockchain Platforms: 2026 AI Discovery Index
AI platforms tracked: 6 High intent clusters: 3 Observations analyzed: 800 Modeled monthly AI opportunity: $11.93M Reporting month: May 2026 Answer Capsule A...
Updated Jun 8, 2026
Body Care Brands: 2026 AI Market Discovery Index
AI Discovery Index snapshot for Body Care Brands, showing how Google AI Mode surfaces CeraVe, Cetaphil, and Billie in cleanser comparison prompts.
Updated Jun 1, 2026
Budget E-bikes under $1000: 2026 AI Discovery Index
See how AI platforms recommend budget e-bikes under $1,000 across commuter, beginner, folding, value, and reliability-focused buyer prompts.
Updated Jun 1, 2026
Budgeting Apps: 2026 AI Market Discovery Index
A directional category benchmark of how six AI platforms discover, compare, and recommend budgeting apps across high-intent buying clusters.
Updated Jun 1, 2026
Building Credit: 2026 AI Market Discovery Index
See how AI platforms rank Credit Karma, Credit Strong, DCU, BMO, and Tomo across credit monitoring and credit-building prompts.
Updated Jun 1, 2026
Business Checking Accounts: 2026 AI Market Discovery Index
Directional benchmark: 848 ChatGPT observations across business banking prompts, focused on how AI answers shortlist business checking accounts.
Updated Jun 1, 2026
Business Insurance: 2026 AI Market Discovery Index
A directional category benchmark of how six AI platforms discover, compare, and recommend business insurance brands across high-intent buying clusters.
Updated Jun 5, 2026
C
Camp Cooking, Grills & Outdoor: 2026 AI Discovery Index
A public benchmark of AI recommendation patterns across ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews, and commerce AI systems.
Updated Jun 1, 2026
Camping Hammocks & Portable Outdoor Lounging: 2026 AI Market Discovery Index
A benchmark of how AI platforms discover, compare, and recommend camping hammock and portable outdoor lounging brands in buying prompts.
Updated Jun 1, 2026
Camping Tents & Sleep Systems: 2026 AI Market Discovery Index
A benchmark of how six AI platforms compare and recommend camping tents, backpacking tents, sleeping bags, pads, and sleep systems.
Updated Jun 1, 2026
Canadian Mortgage Industry Professional Associations: 2026 AI Discovery Index
A benchmark of how AI platforms reference and recommend Canadian mortgage associations, accreditation bodies, and broker organizations nationwide.
Updated Jun 1, 2026
Car Insurance: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend auto insurance brands across high-intent buying prompts.
Updated Jun 1, 2026
Car Shipping: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend car shipping and auto transport brands across high-intent buying prompts.
Updated Jun 1, 2026
Cat Food, Litter & Cat Care: 2026 AI Market Discovery Index
A directional category benchmark of how major AI platforms discover, compare, and recommend brands across cat food, litter, and cat-care buying prompts.
Updated May 22, 2026
Certificate of Deposits: 2026 AI Market Discovery Index
2026 AI Discovery Index for Certificate of Deposits: Which banks AI platforms recommend most for CD rates, comparisons, and high-intent savings prompts.
Updated Jun 1, 2026
Checking Accounts: 2026 AI Market Discovery Index
Directional benchmark of how AI platforms discover, compare, and recommend checking account brands across high-intent banking prompts.
Updated Jun 1, 2026
Clean Makeup Brands: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend clean makeup brands across high-intent beauty buying moments.
Updated Jun 1, 2026
Coolers, Water Bottles & Hydration: 2026 AI Discovery Index
Directional public benchmark based on 347 AI observations across ChatGPT, Gemini, Perplexity, Copilot, Google AI Mode, and Google AI Overviews.
Updated Jun 1, 2026
Credit Card Processing: 2026 AI Market Discovery Index
A benchmark of how six AI platforms compare and recommend payment processors, gateways, merchant services, POS systems, and ecommerce tools.
Updated Jun 1, 2026
Credit Cards to Build Credit: 2026 AI Market Discovery Index
A benchmark of how AI platforms discover, compare, and recommend secured, student, starter, and no-credit-check cards in credit card prompts.
Updated Jun 5, 2026
Credit Monitoring: 2026 AI Market Discovery Index
See how AI platforms surface credit monitoring brands, showing zero valid recommendations and the risk of mistaking mentions for buyer choice.
Updated Jun 1, 2026
Credit Repair: 2026 AI Discovery Index
A benchmark of how AI systems rank and validate credit repair companies across consumer financial recovery and credit rebuilding journeys.
Updated Jun 1, 2026
Crypto Exchanges: 2026 AI Market Discovery Index
See how AI platforms rank and recommend crypto exchanges in 2026, with benchmark data on shortlist visibility, comparisons, and buying prompts.
Updated Jun 1, 2026
Crypto Wallets: 2026 AI Market Discovery Index
A benchmark of how AI platforms compare and recommend hardware, mobile, browser, Bitcoin-only, MPC, and multi-chain crypto wallets.
Updated Jun 1, 2026
D
Debt Consolidation Loans: 2026 AI Discovery Index
See which debt consolidation lenders AI platforms surface most often, and how SoFi, LightStream, and PenFed compare in borrower prompts.
Updated Jun 9, 2026
Debt Management: 2026 AI Market Discovery Index
See how 6 AI platforms route debt management, debt relief, and credit counseling prompts—and which brands win recommendations in 2026.
Updated Jun 1, 2026
Debt Relief & Consolidation: 2026 AI Market Discovery Index
See how AI platforms rank debt relief firms, settlement providers, and consolidation lenders, and why lenders often win broad recommendation prompts.
Updated Jun 5, 2026
Dental Insurance: 2026 AI Market Discovery Index
A benchmark of how six AI platforms compare and recommend dental insurance, specialist plans, implants, major work, and cost-led coverage.
Updated Jun 1, 2026
Dermatologist Recommended Skincare Brands: 2026 AI Market Discovery Index
Discover which skincare brands AI platforms favor and why CeraVe, La Roche-Posay, Paula’s Choice, and SkinCeuticals shape buyer shortlists.
Updated Jun 1, 2026
Direct to Consumer Electric Bikes: AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend direct-to-consumer electric bike brands across high-intent buying prompts.
Updated Jun 1, 2026
Direct-to-Consumer Electric Bikes: 2026 AI Discovery Index
A directional benchmark of how six AI platforms discover, compare, and recommend e-bike brands across high-intent buying prompts.
Updated May 22, 2026
Dog Gear, Collars & Outdoor Pet Accessories: 2026 AI Market Discovery Index
A benchmark of how six AI platforms compare and recommend dog gear brands across collar, harness, safety, outdoor, comparison, and pricing prompts.
Updated May 28, 2026
Dog Toys & Pet Enrichment Products: 2026 AI Market Discovery Index
A benchmark of how six AI platforms compare and recommend dog toy, chew toy, enrichment, puppy, and pet-product brands in buying moments.
Updated May 28, 2026
E
ED Treatment Pills: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and reference ED treatment brands across high-intent buyer prompts.
Updated Jun 1, 2026
Electric Cargo Bikes and Family E-Bikes: 2026 AI Discovery Index
See how AI platforms recommend electric cargo bikes and family e-bikes across safety, school drop-off, utility, and car-replacement prompts.
Updated Jun 1, 2026
Electric Mountain & Performance Bikes: AI Discovery Index
A benchmark of how AI platforms discover, compare, and recommend electric mountain bike and high-performance cycling brands in buying prompts.
Updated Jun 1, 2026
Enterprise SEO Agencies: 2026 AI Market Discovery Index
A benchmark of how AI platforms discover, compare, and recommend enterprise SEO and digital marketing agencies in high-intent buyer prompts.
Updated Jun 1, 2026
Extended Car Warranties: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend extended car warranty brands across high-intent buyer prompts.
Updated Jun 1, 2026
F
Final Expense Insurance: 2026 AI Market Discovery Index
A benchmark of how AI systems compare and recommend final expense, burial, funeral, and senior life insurance brands in buying prompts.
Updated Jun 1, 2026
Folding & Compact Electric Bikes: 2026 AI Discovery Index
See how AI platforms recommend folding and compact e-bikes across apartment, RV, travel, commuting, storage, and portability buyer prompts.
Updated Jun 1, 2026
Fresh Dog Food & Pet Meal Delivery: 2026 AI Market Discovery Index
A benchmark of how six AI platforms compare, price, and recommend fresh dog food and pet meal delivery brands across high-intent buying prompts.
Updated Jun 1, 2026
G
Gold IRAs & Precious Metals Dealers: 2026 AI Market Discovery Index
A benchmark of how six AI platforms compare and recommend Gold IRA firms, bullion dealers, metals sellers, and gold or silver buying options.
Updated Jun 3, 2026
GPS Dog Collars & Smart Pet Trackers: 2026 AI Market Discovery Index
A benchmark of how six AI platforms compare and recommend GPS dog collars, smart pet trackers, and GPS pet fences across buyer prompts.
Updated May 28, 2026
Gravel, Adventure & All-Terrain Bikes: 2026 AI Discovery Index
A benchmark of how AI systems surface, rank, and compress gravel, bikepacking, mixed-surface, and all-terrain cycling brands.
Updated Jun 1, 2026
Greens & Superfood Supplements — AI Search & Recommendation Landscape: 2026 AI Market Discovery Index
A guide to the best greens and superfood supplements for gut health, energy, immunity, daily wellness, mushroom blends, and clean nutrition.
Updated Jun 1, 2026
Gut Health & Probiotics: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend gut health and probiotic brands across high-intent consumer buying prompts.
Updated Jun 1, 2026
H
Hearing Aids: 2026 AI Market Discovery Index
The 2026 Hearing Aids AI Discovery Index shows which brands win AI recommendations and where rivals lose visibility, citations, and market share.
Updated Jun 1, 2026
Herbal Supplements & Remedies: 2026 AI Discovery Index
A benchmark of how AI systems rank and recommend herbal supplement and natural remedy brands across modern consumer wellness journeys.
Updated Jun 1, 2026
Hiking Backpacks & Backpacking Gear AI Market Discovery
A benchmark of how AI platforms compare and recommend hiking backpacks and backpacking gear brands across high-intent buying moments.
Updated Jun 1, 2026
Hiking Boots, Trail Shoes & Outdoor Footwear: 2026 AI Discovery Index
See how AI systems rank hiking boots, trail shoes, and outdoor footwear brands, and which names lead across comfort, durability, and trail trust.
Updated Jun 5, 2026
Home Equity Loans: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend lenders across high-intent home-loan and mortgage-adjacent buying prompts.
Updated Jun 1, 2026
Homeowners Insurance: 2026 AI Market Discovery Index
Directional public benchmark of how major AI platforms compare and recommend homeowners insurance brands across high-intent buying prompts.
Updated Jun 3, 2026
I
Identity Theft Protection: 2026 AI Market Discovery Index
A directional category benchmark of how major AI platforms discover, compare, and recommend identity theft protection brands across high-intent buying moments.
Updated Jun 1, 2026
Information Technology & Digital Transformation Services: 2026 AI Market Discovery Index
A low-confidence benchmark of how AI platforms surface IT services, tech consulting, edtech, MSP, reseller, and infrastructure brands in April 2026.
Updated Jun 1, 2026
L
Life Insurance: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend life insurance brands across high-intent buying journeys.
Updated Jun 9, 2026
Long Distance Moving Carriers: 2026 AI Discovery Index
A benchmark of how AI systems surface, rank, compress, and validate long-distance moving companies across high-intent relocation decisions.
Updated Jun 1, 2026
Long-Term Care Insurance: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend long-term care insurance brands across high-intent buyer prompts.
Updated Jun 9, 2026
Luxury Skincare Brands: 2026 AI Market Discovery Index
A benchmark of how AI platforms compare, frame, and recommend luxury skincare brands across high-intent beauty and skincare buying prompts.
Updated Jun 1, 2026
M
Mattresses: 2026 AI Market Discovery Index
Directional public benchmark of how major AI platforms discover, compare, and recommend mattress brands across high-intent buying prompts.
Updated Jun 1, 2026
Meal Delivery Services: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend meal delivery brands across high-intent buyer-choice prompts.
Updated Jun 9, 2026
Medical Alert Systems: 2026 AI Market Discovery Index
A benchmark of how six AI platforms discover, compare, and recommend medical alert brands across ten high-intent PERS buying clusters today.
Updated Jun 1, 2026
Mortgage Rates: 2026 AI Market Discovery Index
A benchmark of how six AI search surfaces compare, cite, and recommend mortgage lenders across rate, lender, and comparison prompts today.
Updated Jun 1, 2026
Motorcycle Insurance: 2026 AI Market Discovery Index
Directional public benchmark based on 509 AI-response observations for Dairyland Insurance and competing insurers.
Updated Jun 1, 2026
N
Natural Skincare Brands: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend natural skincare brands across high-intent consumer buying prompts.
Updated Jun 1, 2026
No-Exam Life Insurance: 2026 AI Market Discovery Index
See which insurers AI platforms recommend most for no-exam life insurance in 2026, and why broad carriers often outrank specialist brands.
Updated Jun 1, 2026
O
Online Dating: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend online dating brands across high-intent buyer-choice prompts.
Updated Jun 9, 2026
Outdoor Apparel & Technical Outfits: 2026 AI Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend outdoor apparel and technical gear brands across high-intent buying moments.
Updated Jun 1, 2026
Outdoor Retail & Gear Marketplaces: 2026 AI Market Discovery Index
A benchmark of how AI platforms compare and recommend outdoor retailers, gear marketplaces, and shopping destinations across outdoor buying prompts.
Updated May 28, 2026
P
Peptide API Manufacturing: 2026 AI Discovery Index
Check out how AI search is transforming peptide API manufacturing and CDMO selection, with Bachem leading the recommendations.
Updated Jun 4, 2026
Peptide Suppliers: 2026 AI Market Discovery Index
June 2026 benchmark of peptide suppliers across ChatGPT, Copilot, Gemini, Google AI, and Perplexity, highlighting leaders, pricing, and shortlist trends.
Updated Jun 5, 2026
Personal Loans & Online Lenders: 2026 AI Market Discovery Index
See which personal loan and online lender brands AI platforms recommend most in 2026, led by PenFed, Upstart, LendingClub, and Upgrade.
Updated Jun 1, 2026
Pet First Aid & Animal Wound Care: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, frame, and recommend pet wound care brands across high-intent animal first-aid prompts.
Updated May 22, 2026
Pet Health Supplements & Wellness: 2026 AI Discovery Index
A public benchmark of AI recommendations across ChatGPT, Gemini, Perplexity, Copilot, Google AI Mode, and Google AI Overviews today.
Updated Jun 5, 2026
Pet Insurance: 2026 AI Market Discovery Index
A benchmark of how six AI platforms compare and recommend pet insurance carriers across multi-pet, senior, wellness, cost, and coverage prompts.
Updated Jun 1, 2026
Pet Retail & Online Pet Stores: 2026 AI Market Discovery Index
A benchmark of how AI platforms compare and recommend pet retailers, online pet stores, and pet-supply options across high-intent buying prompts.
Updated May 28, 2026
Portable Power Stations & Off-Grid Power: 2026 AI Discovery Index
AI shopping is boosting portable power visibility for reliable, solar-ready brands built for camping, RVs, outages, and remote work.
Updated Jun 1, 2026
PR Management Agencies: 2026 AI Market Discovery Index
A benchmark of how AI platforms compare, rank, and recommend PR agencies across high-intent buyer searches and agency selection prompts.
Updated Jun 1, 2026
Premium Dog Food & Natural Pet Nutrition: 2026 AI Market Discovery Index
A benchmark of how AI platforms discover, compare, and recommend premium dog food and natural pet nutrition brands across buying prompts.
Updated May 28, 2026
Prestige Makeup Brands: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend prestige makeup brands across high-intent beauty buying prompts.
Updated Jun 9, 2026
R
Raw, Freeze-Dried & Biologically Appropriate Pet Food: 2026 AI Market Discovery Index
A benchmark of how AI platforms compare and recommend premium pet food, raw feeding, freeze-dried treats, and price-sensitive nutrition brands.
Updated May 28, 2026
Renters Insurance: 2026 AI Market Discovery Index
A benchmark of 106 renters insurance observations from the Toggle dataset, covering 5.5M queries across pricing, comparison, and evaluation prompts.
Updated Jun 1, 2026
Reverse Mortgage: 2026 AI Market Discovery Index
A directional category benchmark of how major AI platforms discover, compare, and recommend reverse mortgage lenders across high-intent buying prompts.
Updated Jun 1, 2026
RV Insurance: 2026 AI Market Discovery Index
Directional public benchmark based on 200 AI observations across 5 platforms, 2 high-intent clusters, and ~545,875 modeled monthly searches.
Updated Jun 1, 2026
S
Savings Accounts: 2026 AI Market Discovery Index
A directional category benchmark of how major AI platforms discover, compare, and recommend savings account brands across high-intent banking prompts.
Updated Jun 1, 2026
Sleep & Stress Supplements: 2026 AI Discovery Index
A benchmark of how AI systems rank and validate sleep-support and stress-management supplement brands across wellness and mental recovery journeys.
Updated Jun 1, 2026
Small Business Loans: 2026 AI Market Discovery Index
See how ChatGPT, Gemini, Claude, Perplexity, and Copilot rank small business lenders, with May 2026 benchmark data on Chase, Bluevine, and Bank of America.
Updated Jun 1, 2026
Sports Nutrition & Protein Supplements: 2026 AI Market Discovery Index
A benchmark of how AI platforms compare and recommend sports nutrition and protein supplement brands across high-intent buying prompts.
Updated Jun 9, 2026
Student Loan Refinance: 2026 AI Market Discovery Index
A benchmark of how six AI platforms compare and recommend student loan refinance lenders, banks, credit unions, rates, and specialists.
Updated Jun 1, 2026
Student Loans: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, rank, and recommend student loan providers across high-intent borrowing prompts.
Updated Jun 1, 2026
Sunscreen Brands: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend sunscreen brands across high-intent skincare and sun-care buying prompts.
Updated Jun 1, 2026
Sustainable Pet Food & Alternative Protein: 2026 AI Market Discovery Index
A directional category benchmark of how five major AI search environments discover, compare, and recommend pet food brands across high-intent buying moments
Updated May 28, 2026
T
Tax Relief: 2026 AI Market Discovery Index
A benchmark of how six AI platforms compare and recommend tax relief firms, IRS settlement specialists, and tax debt services in buyer prompts.
Updated Jun 1, 2026
Travel Insurance: 2026 AI Market Discovery Index
A benchmark of how six AI platforms compare and recommend travel insurers across medical, family, senior, adventure, annual, quote, and pricing prompts.
Updated Jun 1, 2026
V
VA Loan Lenders: 2026 AI Market Discovery Index
The 2026 VA Loans AI Discovery Index shows which lenders win AI recommendations and where competitors capture military borrower demand across AI platforms.
Updated Jun 8, 2026
Veterinary Pet Food & Prescription Pet Nutrition: 2026 AI Market Discovery Index
Veterinary Pet Food & Prescription Pet Nutrition: 2026 AI Discovery Index reveals which brands AI platforms recommend most often.
Updated May 28, 2026
Vision Insurance: 2026 AI Market Discovery Index
A directional benchmark of how six AI platforms discover, compare, and recommend vision insurance brands across high-intent buying moments.
Updated Jun 1, 2026
Vitamins & Dietary Supplements: 2026 AI Market Discovery Index
Directional benchmark based on 971 AI observations across 6 platforms, 3 high-intent clusters, and ~2.55M modeled monthly searches.
Updated Jun 5, 2026
VPNs: 2026 AI Discovery Index
A directional benchmark of how six AI platforms discover, compare, and recommend VPN brands across high-intent buying prompts.
Updated Jun 1, 2026
W
Weight Loss & Metabolic Health: 2026 AI Discovery Index
A benchmark of how AI systems rank and validate weight loss, metabolic health, appetite control, and modern wellness transformation brands.
Updated May 29, 2026
Weight Loss: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend weight loss brands across high-intent consumer buying prompts.
Updated Jun 1, 2026