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.
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 May 22, 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 May 22, 2026
Budget E-bikes under $1000: 2026 AI Discovery Index
AI Market Discovery Index Report Benchmark-Based Industry Analysis | Powered by LLM Authority Index
Updated May 26, 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 May 22, 2026
Building Credit: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, and recommend credit monitoring tools, credit-builder products, credit unions, banks, and adjacent lending brands across high-intent building-credit prompts.
Updated May 22, 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 May 22, 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 May 22, 2026
C
Camp Cooking, Grills & Outdoor: 2026 AI Discovery Index
Directional public benchmark based on AI recommendation observations across ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews, and emerging commerce-integrated AI systems.
Updated May 22, 2026
Camping Hammocks & Portable Outdoor Lounging: 2026 AI Market Discovery Index
A directional category benchmark of how major AI platforms discover, compare, and recommend camping hammock and portable outdoor lounging brands across high-intent buying prompts.
Updated May 22, 2026
Camping Tents & Sleep Systems: 2026 AI Market Discovery Index
A directional category benchmark of how six AI platforms discover, compare, and recommend camping tent, backpacking tent, sleeping bag, sleeping pad, and sleep-system brands across high-intent buying moments.
Updated May 22, 2026
Canadian Mortgage Industry Professional Associations: 2026 AI Discovery Index
A directional benchmark of how AI platforms discover, reference, and recommend mortgage industry associations, accreditation bodies, and broker organizations across Canada.
Updated May 22, 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 May 22, 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 May 22, 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 May 22, 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 May 22, 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 May 22, 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 May 22, 2026
Credit Card Processing: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, and recommend credit card processors, payment gateways, merchant services providers, POS-linked payment systems, and ecommerce payment tools across high-intent buyer prompts.
Updated May 22, 2026
Credit Cards to Build Credit: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, and recommend secured cards, student cards, starter cards, no-credit-check cards, and credit-building alternatives across high-intent credit-card prompts.
Updated May 22, 2026
Credit Monitoring: 2026 AI Market Discovery Index
See what the May 2026 AI Discovery Index found for credit monitoring brands: limited visibility, zero valid recommendations, and a warning against mistaking me...
Updated May 22, 2026
Credit Repair: 2026 AI Discovery Index
A directional benchmark of how AI recommendation systems surface, rank, compress, and validate credit repair companies across consumer financial recovery journeys.
Updated May 23, 2026
Crypto Exchanges: 2026 AI Market Discovery Index
A directional category benchmark of how major AI platforms discover, compare, and recommend crypto exchanges, trading platforms, broker apps, payment platforms, and decentralized-exchange options across high-intent crypto buying prompts.
Updated May 22, 2026
Crypto Wallets: 2026 AI Market Discovery Index
A directional category benchmark of how major AI platforms discover, compare, and recommend hardware wallets, mobile wallets, browser wallets, Bitcoin-only wallets, MPC wallets, and multi-chain self-custody products across high-intent crypto wallet prompts.
Updated May 22, 2026
D
Debt Management: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, and recommend debt management plans, nonprofit credit counseling agencies, debt relief firms, debt settlement providers, and accreditation bodies across high-intent consumer finance prompts.
Updated May 22, 2026
Debt Relief & Consolidation: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, and recommend debt relief firms, debt settlement providers, and consolidation lenders across high-intent financial decision prompts.
Updated May 22, 2026
Dental Insurance: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, and recommend dental insurance carriers, dental-specialist plans, Medicare-adjacent dental options, implant coverage, major-work coverage, and cost-driven plan choices across high-intent insurance prompts.
Updated May 22, 2026
Dermatologist Recommended Skincare Brands: 2026 AI Market Discovery Index
Discover which skincare brands AI platforms and dermatologist-style recommendation engines favor and why CeraVe, La Roche-Posay, Paula’s Choice, and SkinCeuticals are reshaping skincare shortlist formation.
Updated May 22, 2026
Direct to Consumer Electric Bikes: 2026 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 May 23, 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 directional category benchmark of how six AI platforms discover, compare, and recommend brands across high-intent dog gear, collar, harness, safety, outdoor, comparison, and pricing prompts.
Updated May 22, 2026
Dog Toys & Pet Enrichment Products: 2026 AI Market Discovery Index
A directional benchmark of how six major AI platforms discover, compare, and recommend brands across high-intent dog toy, chew toy, enrichment, puppy, and adjacent pet-product buying moments.
Updated May 22, 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 May 22, 2026
Electric Cargo Bikes and Family E-Bikes: 2026 AI Discovery Index
AI Market Discovery Index Report Benchmark-Based Industry Analysis | Powered by LLM Authority Index
Updated May 23, 2026
Electric Mountain Bikes & Performance Bikes: 2026 AI Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend electric mountain bike and high-performance cycling brands across high-intent buying prompts.
Updated May 23, 2026
Enterprise SEO Agencies: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend enterprise SEO and digital marketing agencies across high-intent buyer prompts
Updated May 22, 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 May 22, 2026
F
Final Expense Insurance: 2026 AI Market Discovery Index
A directional category benchmark of how AI systems discover, compare, and recommend final expense, burial, funeral, and senior life insurance brands across high-intent buying prompts.
Updated May 22, 2026
Folding & Compact Electric Bikes: 2026 AI Discovery Index
AI Market Discovery Index Report Benchmark-Based Industry Analysis | Powered by LLM Authority Index
Updated May 23, 2026
Fresh Dog Food & Pet Meal Delivery: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, price, and recommend fresh dog food and pet meal delivery brands across high-intent buying prompts.
Updated May 22, 2026
G
Gold IRAs & Precious Metals Dealers: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, and recommend Gold IRA companies, online bullion dealers, precious metals sellers, and physical gold/silver buying options across high-intent investor prompts.
Updated May 22, 2026
GPS Dog Collars & Smart Pet Trackers: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, and recommend GPS dog collars, smart pet trackers, and GPS pet-fence systems across high-intent buyer prompts.
Updated May 22, 2026
Gravel, Adventure & All-Terrain Bikes: 2026 AI Discovery Index
A directional benchmark of how AI recommendation systems surface, rank, and compress brands competing across gravel, bikepacking, mixed-surface, and all-terrain cycling.
Updated May 23, 2026
Greens & Superfood Supplements — AI Search & Recommendation Landscape: 2026 AI Market Discovery Index
Best greens & superfood supplements for gut health, energy, immunity, and daily wellness—featuring top brands, mushroom blends, and clean-label nutrition trends.
Updated May 22, 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 May 22, 2026
H
Hearing Aids: 2026 AI Market Discovery Index
The 2026 Hearing Aids AI Discovery Index reveals which brands dominate AI recommendations across ChatGPT, Gemini, and Google AI search — and where competitors are losing visibility, citations, and market share.
Updated May 22, 2026
Herbal Supplements & Natural Remedies: 2026 AI Discovery Index
A directional benchmark of how AI recommendation systems surface, rank, compress, and validate herbal supplement and natural remedy brands across consumer wellness journeys.
Updated May 23, 2026
Hiking Backpacks & Backpacking Gear: 2026 AI Market Discovery Index
A directional category benchmark of how major AI platforms discover, compare, and recommend hiking backpack and backpacking gear brands across high-intent buying moments.
Updated May 22, 2026
Hiking Boots, Trail Shoes & Outdoor Footwear: 2026 AI Discovery Index
A directional benchmark of how AI recommendation systems surface, rank, compress, and validate hiking boot, trail shoe, and outdoor footwear brands across adventure, performance, and outdoor lifestyle decision journeys.
Updated May 27, 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 May 22, 2026
Homeowners Insurance: 2026 AI Discovery Index
A directional benchmark of how AI recommendation systems surface, rank, compress, and validate homeowners insurance brands across consumer decision journeys.
Updated May 23, 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 May 22, 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 May 22, 2026
Information Technology & Digital Transformation Services: 2026 AI Market Discovery Index
A low-confidence, directional category benchmark of how major AI platforms surface IT services, technology consulting, education technology, managed service, reseller, and specialist infrastructure brands across the supplied April 2026 public snapshot.
Updated May 22, 2026
K
Kids Vitamins & Family Wellness: 2026 AI Discovery Index
A directional benchmark of how AI recommendation systems surface, rank, compress, and validate kids vitamin and family wellness brands across modern parenting and household health journeys.
Updated May 23, 2026
Kids Vitamins & Family Wellness: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend brands across high-intent kids vitamins and family wellness buying journeys.
Updated May 22, 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 May 22, 2026
Long Distance Moving Carriers: 2026 AI Discovery Index
A directional benchmark of how AI recommendation systems surface, rank, compress, and validate long-distance moving companies across relocation decision journeys.
Updated May 23, 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 May 22, 2026
Luxury Skincare Brands: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, frame, and recommend luxury skincare brands across high-intent beauty and skincare buying prompts.
Updated May 22, 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 May 22, 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 May 22, 2026
Medical Alert Systems: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, and recommend brands across ten high-intent buying clusters in the Medical Alert Systems / PERS category.
Updated May 22, 2026
Mortgage Rates: 2026 AI Market Discovery Index
A directional benchmark of how six AI search surfaces compare, cite, and recommend mortgage lenders across high-intent mortgage-rate, lender, and comparison prompts.
Updated May 22, 2026
Motorcycle Insurance: 2026 AI Market Discovery Index
Directional public benchmark based on 509 AI-response observations for Dairyland Insurance and competing insurers.
Updated May 22, 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 May 22, 2026
No-Exam Life Insurance: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, and recommend no-exam life insurance providers, simplified-issue options, broad insurance carriers, and life-insurance quote paths across high-intent buyer prompts.
Updated May 22, 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 May 22, 2026
Outdoor Retail & Gear Marketplaces: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend outdoor retailers, gear marketplaces, and category-specific shopping destinations across high-intent outdoor buying prompts.
Updated May 22, 2026
P
Personal Loans & Online Lenders: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, and recommend consumer finance brands across high-intent lending, rate-shopping, auto finance, debt consolidation, and adjacent banking prompts
Updated May 22, 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
Directional public benchmark based on multi-platform AI recommendation observations across ChatGPT, Gemini, Perplexity, Copilot, Google AI Mode, and Google AI Overviews
Updated May 22, 2026
Pet Insurance: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, and recommend pet insurance carriers across best-of, comparison, multi-pet, senior-pet, wellness, cost, and coverage-intent prompts.
Updated May 22, 2026
Pet Retail & Online Pet Stores: 2026 AI Market Discovery Index
A directional category benchmark of how major AI platforms discover, compare, and recommend pet retailers, online pet stores, and pet-supply buying options across high-intent prompts.
Updated May 22, 2026
Portable Power Stations & Off-Grid Power: 2026 AI Discovery Index
Portable/off-grid power is booming in AI-driven shopping, with visibility favoring reliable, solar-ready ecosystems built for camping, RVs, outages, and remote work.
Updated May 22, 2026
PR Management Agencies: 2026 AI Market Discovery Index
A benchmark of how AI platforms recommend and rank PR agencies across high-intent buyer searches.
Updated May 22, 2026
Premium Dog Food & Natural Pet Nutrition: 2026 AI Market Discovery Index
A directional category benchmark of how AI platforms discover, compare, and recommend premium dog food and natural pet nutrition brands across high-intent buying prompts.
Updated May 22, 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 May 22, 2026
R
Raw, Freeze-Dried & Biologically Appropriate Pet Food: 2026 AI Market Discovery Index
A directional category benchmark of how AI platforms surface, compare, and recommend brands in premium pet food, raw feeding, freeze-dried treats, biologically appropriate formulas, and price-sensitive pet nutrition prompts.
Updated May 26, 2026
Renters Insurance: 2026 AI Market Discovery Index
Directional category benchmark based on 106 renters-insurance observations from the uploaded Toggle dataset, covering 5.5M modeled monthly queries across best-of, pricing, comparison, and evaluation prompts.
Updated May 22, 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 May 22, 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 May 22, 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 May 22, 2026
Sleep & Stress Supplements: 2026 AI Discovery Index
A directional benchmark of how AI recommendation systems surface, rank, compress, and validate sleep-support and stress-management supplement brands across modern wellness and mental recovery journeys.
Updated May 23, 2026
Small Business Loans: 2026 AI Market Discovery Index
May 2026 AI Discovery Index benchmarking how ChatGPT, Gemini, Claude, Perplexity, Copilot, and other AI platforms recommend small business lenders, banks, fintechs, and SBA-adjacent providers across high-intent business finance prompts.
Updated May 22, 2026
Sports Nutrition & Protein Supplements: 2026 AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and recommend sports nutrition and protein supplement brands across high-intent buying prompts.
Updated May 22, 2026
Student Loan Refinance: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, and recommend student loan refinance lenders, credit unions, banks, rate-shopping options, and specialist refinance providers across high-intent borrower prompts.
Updated May 22, 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 and refinancing prompts.
Updated May 22, 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 May 22, 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 22, 2026
T
Tax Relief: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, and recommend tax relief firms, tax debt resolution providers, IRS settlement specialists, and tax negotiation services across high-intent buyer prompts.
Updated May 22, 2026
Travel Insurance: 2026 AI Market Discovery Index
A directional category benchmark of how six major AI platforms discover, compare, and recommend travel insurance providers across best-of, international, medical, family, senior, adventure, annual-plan, quote-shopping, and pricing-intent prompts.
Updated May 22, 2026
V
VA Loan Lenders: 2026 AI Market Discovery Index
The 2026 AI Discovery Index for VA Loans reveals which mortgage lenders dominate AI recommendations across ChatGPT, Google AI Mode, Perplexity, and Copilot — and where competitors are capturing military borrower demand.
Updated May 22, 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 22, 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 May 22, 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 May 22, 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 May 22, 2026
W
Weight Loss & Metabolic Health: 2026 AI Discovery Index
A directional benchmark of how AI recommendation systems surface, rank, compress, and validate brands competing across weight loss, metabolic optimization, appetite management, and modern wellness transformation.
Updated May 23, 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 May 22, 2026