Intelligence
Free tool

ChatGPT ads benchmarks.

Compare real sponsored-placement density, advertiser counts, creative volume, and concentration across industries. Cost bands are modeled planning estimates, not measured campaign performance.

Modeled CPCCPM anchor
SaaS & Productivity73621834913.0%High$4.3 to $5~$60
Email Marketing & CRM69015728912.0%High$4.3 to $5~$60
Business Consulting6092273697.1%High$4.3 to $5~$60
Cloud & DevOps5931522768.1%High$4.3 to $5~$60
Corporate Treasury Management Software33710616711.3%High$4.3 to $5~$60
Real Estate3346011619.5%High$4.3 to $5~$60
Enterprise & Fintech3196412225.4%High$4.3 to $5~$60
AI Governance & Model Risk Management275891297.3%High$4.3 to $5~$60
AI Drug Discovery & Computational Biology Platforms2651151574.9%High$4.3 to $5~$60
Workforce Management & Employee Scheduling Software265701209.8%High$4.3 to $5~$60
Education & Learning2481131795.2%High$4.3 to $5~$60
Translation & Interpretation Services2401291607.5%High$4.3 to $5~$60
Crypto & Investing237548946.4%High$4.3 to $5~$60
Conversion Van & Sprinter Campervan Custom Upfitters2278612411.5%High$4.3 to $5~$60
Consumer Electronics & Mobile Device Repair Services225971315.8%High$4.3 to $5~$60
AI Agent Identity & Authentication214761067.5%High$4.3 to $5~$60
Integration Platforms & iPaaS2037210023.2%High$4.3 to $5~$60
Career & Jobs1988714511.1%High$4.3 to $5~$60
Loyalty & Rewards Platforms198721079.6%High$4.3 to $5~$60
Ambient Clinical Intelligence & AI Medical Scribing195749510.8%High$4.3 to $5~$60
Indoor Trampoline Parks & Family Entertainment Centers1877812912.8%High$4.3 to $5~$60
Internal Mobility & Talent Marketplace Platforms186599315.6%High$4.3 to $5~$60
AI Agent Infrastructure183711019.8%High$4.3 to $5~$60
Bathtub, Tile & Countertop Refinishing Services1839912912.0%High$4.3 to $5~$60
Architectural Salvage & Reclaimed Building Materials17410913210.9%High$4.3 to $5~$60
App Store Optimization & Mobile Review Intelligence165698012.1%High$4.3 to $5~$60
Financial Planning & Analysis (FP&A) Software161548018.6%High$4.3 to $5~$60
Annual Home Maintenance Subscription & Home Care Concierge Plans1597310718.9%High$4.3 to $5~$60
Voice AI Agents & Conversational Phone Automation158607812.0%High$4.3 to $5~$60
Garage Door Replacement & Repair Services1577510112.1%High$4.3 to $5~$60
House Cleaning & Maid Services15760847.6%High$4.3 to $5~$60
Sales Territory Planning & Sales Operations154749219.5%High$4.3 to $5~$60
Identity & Access Management & Zero Trust Security153618813.1%High$4.3 to $5~$60
Data Loss Prevention (DLP) & Data Security Posture Management (DSPM)14966935.4%High$4.3 to $5~$60
Wedding Florists & Floral Design Studios140488318.6%High$4.3 to $5~$60
Marketing Attribution & Mix Modeling Software138556912.3%High$4.3 to $5~$60
Auto Body & Collision Repair Shops13662868.8%High$4.3 to $5~$60
Talent Assessment & Pre-Hire Skills Testing Platforms13648769.6%High$4.3 to $5~$60
Beekeeping Supplies & Apiary Equipment135778711.9%High$4.3 to $5~$60
Compensation Management & Pay Equity Software135325220.0%High$4.3 to $5~$60
Agentic Browsers & Computer-Use Platforms13266777.6%High$4.3 to $5~$60
Custom Inground Swimming Pool Design & Construction13264789.1%High$4.3 to $5~$60
Dumpster Rental & Junk Removal Services12955749.3%High$4.3 to $5~$60
Cyber Insurance128446810.2%High$4.3 to $5~$60
Auto Window Tinting & Paint Protection Film Services127476615.7%High$4.3 to $5~$60
Agentic Commerce & AI Agent Payment Rails124577023.4%High$4.3 to $5~$60
Architectural Drafting & Residential Home Design Services123395530.1%High$4.3 to $5~$60
Asbestos Abatement & Hazardous Material Remediation123567917.9%High$4.3 to $5~$60
Birthday Party Character & Children's Entertainment Services122446423.8%High$4.3 to $5~$60
Automotive & Mobility1207310610.0%High$4.3 to $5~$60
AI Note Takers & Meeting Assistants114556913.2%High$4.3 to $5~$60
Embedded Finance & Banking-as-a-Service114516613.2%High$4.3 to $5~$60
AI Red-Teaming & Generative AI Security Testing113375915.0%High$4.3 to $5~$60
Fence, Deck & Patio Construction & Repair112545942.0%High$4.3 to $5~$60
Custom Engraving & Personalization Services110467914.5%High$4.3 to $5~$60
Title & Escrow Services109416915.6%High$4.3 to $5~$60
Carbon Accounting & ESG Software108253528.7%High$4.3 to $5~$60
Corporate Gifting & Branded Merchandise Platforms107366314.0%High$4.3 to $5~$60
Mobile Car Wash & Auto Detailing Services105506112.4%High$4.3 to $5~$60
Decentralized Identity & Proof-of-Personhood Verification10255669.8%High$4.3 to $5~$60
Sales Engagement & Sales Enablement Platforms98364911.2%High$4.3 to $5~$60
Sovereign AI & National AI Cloud Providers98335113.3%High$4.3 to $5~$60
Compliance & GRC Platforms97284030.9%High$4.3 to $5~$60
AI Coding Assistants & Developer AI95435311.6%High$4.3 to $5~$60
Website & App Builders95213523.2%High$4.3 to $5~$60
Section 1031 Exchange Qualified Intermediaries & DST Real Estate Funds94375711.7%High$4.3 to $5~$60
Locksmith & Home Lockout Services94345823.4%High$4.3 to $5~$60
Personal Loans & Lending9282439.1%High$4.3 to $5~$60
Drone Light Shows & Aerial Entertainment91537017.6%High$4.3 to $5~$60
Freight, Logistics, Shipping & Supply Chain Tech9149617.7%High$4.3 to $5~$60
Identity Verification & KYC9147608.8%High$4.3 to $5~$60
Marketing & Advertising9135499.9%High$4.3 to $5~$60
Autonomous Trucking & Middle-Mile Logistics Tech90405513.3%High$4.3 to $5~$60
Consumer Electronics89457311.2%High$4.3 to $5~$60
Legal & Business Services88466718.2%High$4.3 to $5~$60
Press Release & PR Distribution86354036.0%High$4.3 to $5~$60
Bartending & Mixology Schools85385130.6%High$4.3 to $5~$60
Cloud FinOps & Cloud Cost Optimization Platforms85334322.4%High$4.3 to $5~$60
Real Estate & Mortgage85204056.5%High$4.3 to $5~$60
Tax & Accounting Software85244350.6%High$4.3 to $5~$60
Bookkeeping & Accounting83285536.1%High$4.3 to $5~$60
Personal Finance83305720.5%High$4.3 to $5~$60
Coworking & Office Space82183362.2%High$4.3 to $5~$60
Electrical Contractors & Wiring Services81284333.3%High$4.3 to $5~$60
Jewelry & Watches81165551.9%High$4.3 to $5~$60
Insurance80193842.5%High$4.3 to $5~$60
Ride Sharing & Car Rental80205216.3%High$4.3 to $5~$60
Roofing Services80335915.0%High$4.3 to $5~$60
Furniture & Home Decor79266917.7%High$4.3 to $5~$60
Home & Appliances79436721.5%High$4.3 to $5~$60
Home Services79274845.6%High$4.3 to $5~$60
Web Hosting & Domains79142834.2%High$4.3 to $5~$60
Pool & Spa Services78314820.5%High$4.3 to $5~$60
Small Business Loans & Lending7851593.6%High$4.3 to $5~$60
Stock Trading & Brokerages7791981.8%High$4.3 to $5~$60
ADU & In-Law Suite Construction76254628.9%High$4.3 to $5~$60
Email Security Gateways & Anti-Phishing Protection76253915.8%High$4.3 to $5~$60
Travel & Hospitality76345725.0%High$4.3 to $5~$60
Estate Planning & Wills75162752.0%High$4.3 to $5~$60
Event Planning & Ticketing75323814.7%High$4.3 to $5~$60
Language Learning Apps75295020.0%High$4.3 to $5~$60
Residential Solar & Energy75224641.3%High$4.3 to $5~$60
Freelance & Talent Marketplaces74376828.4%High$4.3 to $5~$60
Retirement Planning74123035.1%High$4.3 to $5~$60
Used Car Marketplaces74186232.4%High$4.3 to $5~$60
Credit Cards7342295.9%High$4.3 to $5~$60
Eyewear & Glasses7354549.3%High$4.3 to $5~$60
Flooring & Remodeling73174652.1%High$4.3 to $5~$60
Home Security Systems7364871.2%High$4.3 to $5~$60
Legal Tech & Contract Management73253724.7%High$4.3 to $5~$60
Restaurant Technology73224850.7%High$4.3 to $5~$60
Self Storage & Storage Units73274912.3%High$4.3 to $5~$60
Subscription Management & Recurring Billing Infrastructure73324021.9%High$4.3 to $5~$60
AI Writing & Content Tools72406126.4%High$4.3 to $5~$60
Point of Sale & Retail Tech72182533.3%High$4.3 to $5~$60
SaaS Spend Management & Software Asset Management7239479.7%High$4.3 to $5~$60
Vacuums & Floor Care7291359.7%High$4.3 to $5~$60
AI Image & Video Generation70276127.1%High$4.3 to $5~$60
Cloud Storage & Backup70325817.1%High$4.3 to $5~$60
Construction Management Software70133951.4%High$4.3 to $5~$60
Test Prep & Tutoring70133050.0%High$4.3 to $5~$60
HR & Recruiting Software70234617.1%High$4.3 to $5~$60
Pet Care70325114.3%High$4.3 to $5~$60
Dental & Vision Care70243537.1%High$4.3 to $5~$60
Custom Millwork, Built-Ins & Architectural Cabinetry69344617.4%High$4.3 to $5~$60
Immigration & Visa Services69283933.3%High$4.3 to $5~$60
Tax Preparation Services69153953.6%High$4.3 to $5~$60
Property Management Software68294122.1%Medium$3.6 to $4.3~$60
Smartphones68183526.5%Medium$3.6 to $4.3~$60
Virtual Events & Webinar Platforms68323616.2%High$4.3 to $5~$60
Weight Loss & Nutrition68233019.1%High$4.3 to $5~$60
Estate Sale & Tag Sale Liquidation Services67375014.9%Medium$3.6 to $4.3~$60
Podcast Hosting & Monetization Platforms67253823.9%Medium$3.6 to $4.3~$60
Streaming & Media Subscriptions67164932.8%Medium$3.6 to $4.3~$60
Pest Control Services66234751.5%Medium$3.6 to $4.3~$60
Smart Home Devices66204427.3%Medium$3.6 to $4.3~$60
Car Shipping & Auto Transport Services65141718.5%Medium$3.6 to $4.3~$60
Meal Kits & Grocery Delivery65285512.3%Medium$3.6 to $4.3~$60
EV Charging & Electric Vehicles64153735.9%Medium$3.6 to $4.3~$60
Cloud-Native Application Protection Platforms (CNAPP)63212723.8%Medium$3.6 to $4.3~$60
Crypto Hardware Wallets & Self-Custody Devices63273728.6%Medium$3.6 to $4.3~$60
Mobile Apps & Software6337567.9%Medium$3.6 to $4.3~$60
Salon, Spa & Barbershop Software63224233.3%Medium$3.6 to $4.3~$60
Identity Theft Protection & Credit Monitoring62263914.5%Medium$3.6 to $4.3~$60
Smart Locks, Garage Openers & Smart Home Access Hardware62254821.0%Medium$3.6 to $4.3~$60
Truck Driving Schools & CDL Training Programs62203019.4%Medium$3.6 to $4.3~$60
Baby & Kids Gear60164828.3%Medium$3.6 to $4.3~$60
Custom Window & Door Replacement & Installation60293933.3%Medium$3.6 to $4.3~$60
Moving & Storage Services60244326.7%Medium$3.6 to $4.3~$60
Privileged Access Management & Secrets Management6030398.3%Medium$3.6 to $4.3~$60
Landscaping & Lawn Care59325218.6%Medium$3.6 to $4.3~$60
Customer Success Platforms58293617.2%Medium$3.6 to $4.3~$60
Wedding Planning & Services58286813.8%Medium$3.6 to $4.3~$60
Drones & 3D Printing57313324.6%Medium$3.6 to $4.3~$60
Aviation Insurance & Aircraft Coverage56253617.9%Medium$3.6 to $4.3~$60
Mental Health & Therapy56192832.1%Medium$3.6 to $4.3~$60
Appliance Repair & Home Appliance Services55253721.8%Medium$3.6 to $4.3~$60
Custom Cornhole Boards & Yard Game Makers55264325.5%Medium$3.6 to $4.3~$60
Pet Pharmacy & Online Pet Prescription Services55102532.7%Medium$3.6 to $4.3~$60
Pressure Washing & Exterior Soft Washing Services55274320.0%Medium$3.6 to $4.3~$60
Fashion & Apparel53235026.4%Medium$3.6 to $4.3~$60
Forensic Accounting & Fraud Investigation Services53334217.0%Medium$3.6 to $4.3~$60
Fire Sprinkler & Fire Protection System Installation52333513.5%Medium$3.6 to $4.3~$60
Robotic Process Automation (RPA) & Intelligent Automation52243121.2%Medium$3.6 to $4.3~$60
Supplements & Vitamins52223021.2%Medium$3.6 to $4.3~$60
Athletic Recruiting & College Sports NIL Platforms5129379.8%Medium$3.6 to $4.3~$60
Fitness & Sports51246015.7%Medium$3.6 to $4.3~$60
Marine, Boating & Personal Watercraft5130389.8%Medium$3.6 to $4.3~$60
Payroll Processing51163119.6%Medium$3.6 to $4.3~$60
Golf Equipment, Simulators & Indoor Golf Venues50233218.0%Medium$3.6 to $4.3~$60
Pet Tech & Smart Pet Products50172718.0%Medium$3.6 to $4.3~$60
Customer Data Platforms & First-Party Data Activation48132050.0%Medium$3.6 to $4.3~$60
Application Security Posture Management47172131.9%Medium$3.6 to $4.3~$60
Custom AI Development & Generative-AI Consulting Services47243114.9%Medium$3.6 to $4.3~$60
Gaming & eSports47273717.0%Medium$3.6 to $4.3~$60
Powersports & Motorcycle Dealers, Gear & Accessories47273119.1%Medium$3.6 to $4.3~$60
AI Voice Cloning & Synthetic Voice Generation46172826.1%Medium$3.6 to $4.3~$60
Helicopter & Private Pilot Flight Training Schools46162423.9%Medium$3.6 to $4.3~$60
Mattresses & Sleep4691580.4%Medium$3.6 to $4.3~$60
Clinical Trial Patient Recruitment & Real-World Evidence Platforms45233015.6%Medium$3.6 to $4.3~$60
Cybersecurity Awareness & Phishing Simulation Training44212727.3%Medium$3.6 to $4.3~$60
Dating & Relationships44243822.7%Medium$3.6 to $4.3~$60
Geothermal Heat Pump System Installation44253027.3%Medium$3.6 to $4.3~$60
Kitchen Appliances4491438.6%Medium$3.6 to $4.3~$60
Post-Quantum Cryptography & Quantum-Safe Security44273015.9%Medium$3.6 to $4.3~$60
TVs & Home Theater44112272.7%Medium$3.6 to $4.3~$60
Basement Waterproofing & Crawl Space Encapsulation4391832.6%Medium$3.6 to $4.3~$60
E-commerce & Retail43294211.6%Medium$3.6 to $4.3~$60
Medspa & Cosmetic Treatments42242626.2%Medium$3.6 to $4.3~$60
Real Estate Photography, 3D Matterport Tours & Virtual Staging42192614.3%Medium$3.6 to $4.3~$60
Home Improvement & DIY41223326.8%Medium$3.6 to $4.3~$60
Luggage & Travel Gear41203114.6%Medium$3.6 to $4.3~$60
Sales Intelligence & B2B Revenue Data41172348.8%Medium$3.6 to $4.3~$60
Cloud Kitchens & Ghost Kitchen Operators40283215.0%Medium$3.6 to $4.3~$60
Senior & Elder Care40133932.5%Medium$3.6 to $4.3~$60
EU AI Act & NIST AI RMF Compliance Auditing Services39141917.9%Medium$3.6 to $4.3~$60
Chimney Sweep & Fireplace Services3961661.5%Medium$3.6 to $4.3~$60
Mindfulness & Meditation Apps39212423.1%Medium$3.6 to $4.3~$60
Plumbing Services & Drain Cleaning39142051.3%Medium$3.6 to $4.3~$60
Fractional CFO & Outsourced Finance Leadership Services38152228.9%Medium$3.6 to $4.3~$60
Merchant Cash Advance & Revenue-Based Financing38131752.6%Medium$3.6 to $4.3~$60
Observability, APM & Infrastructure Monitoring38182715.8%Medium$3.6 to $4.3~$60
Beauty & Skincare37173316.2%Medium$3.6 to $4.3~$60
Precious Metals & Gold IRA37151924.3%Medium$3.6 to $4.3~$60
Carbon Offsets & Voluntary Climate Markets36222616.7%Medium$3.6 to $4.3~$60
HVAC & Heating System Services36162427.8%Medium$3.6 to $4.3~$60
Field Service Management Software35141931.4%Medium$3.6 to $4.3~$60
Pet Insurance3551660.0%Medium$3.6 to $4.3~$60
AI Month-End Close & Accounting Automation34192320.6%Medium$3.6 to $4.3~$60
Customer Experience & Voice-of-Customer Platforms34182317.6%Medium$3.6 to $4.3~$60
Tax Compliance & E-Invoicing Automation34182517.6%Medium$3.6 to $4.3~$60
Handyman & Odd-Job Service Platforms33131930.3%Medium$3.6 to $4.3~$60
Indoor Air Quality & Smart Air Purifiers338845.5%Medium$3.6 to $4.3~$60
Print-on-Demand & Custom Merchandise33213115.2%Medium$3.6 to $4.3~$60
Smart Indoor Garden & Hydroponic Systems33161654.5%Medium$3.6 to $4.3~$60
AI Contract Review & Contract Lifecycle Management (CLM) Software32182218.8%Medium$3.6 to $4.3~$60
E-Bikes & Electric Micromobility Brands32131546.9%Medium$3.6 to $4.3~$60
Bounce House & Inflatable Party Rentals31202112.9%Medium$3.6 to $4.3~$60
Compostable Packaging & Biodegradable Materials Suppliers31212219.4%Medium$3.6 to $4.3~$60
Diabetes Management31182129.0%Medium$3.6 to $4.3~$60
Employee Listening & Engagement Survey Platforms31152329.0%Medium$3.6 to $4.3~$60
Expense Management & Corporate Cards31142432.3%Medium$3.6 to $4.3~$60
Fertility & IVF Clinics31132319.4%Medium$3.6 to $4.3~$60
Learning Management Systems & Corporate Training Platforms31192235.5%Medium$3.6 to $4.3~$60
E-Bike Conversion Kits & DIY Electric Bicycle Motor Systems30131436.7%Medium$3.6 to $4.3~$60
Humanoid Robotics & Physical AI Platforms30182120.0%Medium$3.6 to $4.3~$60
Online Sports Betting & Daily Fantasy30142020.0%Medium$3.6 to $4.3~$60
Document Shredding & Secure Records Destruction29171917.2%Medium$3.6 to $4.3~$60
Equity, Cap Table & ESO Management29101355.2%Medium$3.6 to $4.3~$60
Funeral & Cremation Services29101934.5%Medium$3.6 to $4.3~$60
Open-Source Developer Tooling & Self-Hostable SaaS Alternatives29212513.8%Medium$3.6 to $4.3~$60
Pet Grooming, Bathing & Mobile Dog Spa Services29202513.8%Medium$3.6 to $4.3~$60
Cruise Lines & Cruise Vacations28101635.7%Medium$3.6 to $4.3~$60
Snow Removal & Ice Management Services28182514.3%Medium$3.6 to $4.3~$60
Astrology & Spiritual Wellness Apps27131540.7%Medium$3.6 to $4.3~$60
Custom Home Builders & Spec Home Construction2741588.9%Medium$3.6 to $4.3~$60
Data Broker Removal & Personal Privacy Cleanup2791059.3%Medium$3.6 to $4.3~$60
Hurricane Impact Window & Storm Shutter Installation27111825.9%Medium$3.6 to $4.3~$60
Influencer & Creator Marketing Platforms27222611.1%Medium$3.6 to $4.3~$60
Long-Term Care Insurance & Hybrid Asset-Based LTC Policies27111348.1%Medium$3.6 to $4.3~$60
RV Insurance & Motorhome Coverage2761044.4%Medium$3.6 to $4.3~$60
Token Vesting & Token Distribution Infrastructure2791325.9%Medium$3.6 to $4.3~$60
Wildfire Home Hardening & Defensible Space Services27101659.3%Medium$3.6 to $4.3~$60
Account-Based Marketing (ABM) Platforms26101165.4%Low$3 to $3.6~$60
Accounts Payable & Receivable Automation26111919.2%Low$3 to $3.6~$60
Custom Driveway Gates & Automated Gate Operator Installation26142023.1%Low$3 to $3.6~$60
Headphones & Audio2691234.6%Low$3 to $3.6~$60
Longevity & Healthspan Testing2681534.6%Medium$3.6 to $4.3~$60
Manufactured & Mobile Home Communities26122138.5%Medium$3.6 to $4.3~$60
Pet Boarding, Doggy Daycare & Pet Sitting2671253.8%Medium$3.6 to $4.3~$60
Restaurant Online Ordering & Off-Premise Delivery Platforms26182019.2%Medium$3.6 to $4.3~$60
Smart Sprinkler Controllers & Outdoor Irrigation26212311.5%Medium$3.6 to $4.3~$60
Smart Water Leak Detectors & Automatic Shutoff Systems26161923.1%Medium$3.6 to $4.3~$60
Tires & Tire Services2641261.5%Medium$3.6 to $4.3~$60
Underground Utility Locating & Leak Detection Services26171826.9%Medium$3.6 to $4.3~$60
Vehicle Service Contracts & Mechanical Breakdown Insurance26101826.9%Medium$3.6 to $4.3~$60
Vehicle Wraps, Fleet Graphics & Commercial Signage26192111.5%Medium$3.6 to $4.3~$60
Vinyl Siding Installation & Replacement Contractors26181926.9%Medium$3.6 to $4.3~$60
Web3 Infrastructure26172211.5%Medium$3.6 to $4.3~$60
Wireless Carriers & Mobile Plan Resellers2641565.4%Medium$3.6 to $4.3~$60
Yacht & Boat Insurance (Marine Insurance)26121619.2%Medium$3.6 to $4.3~$60
Adventure, Expedition & Small-Group Tour Operators25101440.0%Low$3 to $3.6~$60
Backyard Office Pod, She-Shed & Detachable Studio Builders2591340.0%Low$3 to $3.6~$60
Cold Chain Logistics & Pharma-Grade Temperature-Controlled Shipping25121224.0%Low$3 to $3.6~$60
Exotic Car Rental & Luxury Driving Experiences25111440.0%Low$3 to $3.6~$60
Fragrances & Perfumery25111228.0%Low$3 to $3.6~$60
Kitchen & Bathroom Remodeling Contractors25151816.0%Low$3 to $3.6~$60
Modular Bathroom & Kitchen Pod Manufacturers25161924.0%Low$3 to $3.6~$60
Real Estate Auction Services2571644.0%Low$3 to $3.6~$60
Sales Coaching & Conversation Intelligence25122124.0%Low$3 to $3.6~$60
Sales-Tax, VAT & Marketplace Tax Compliance Automation25101628.0%Low$3 to $3.6~$60
SOC 2 Audit Firms & Compliance Advisory Consultancies257864.0%Low$3 to $3.6~$60
Yacht & Marine Surveying, Management & Crew Placement25202112.0%Low$3 to $3.6~$60
Bot Management & Application Fraud Prevention24162016.7%Low$3 to $3.6~$60
Ceramic Coating & Paint Protection Film for Vehicles24141725.0%Low$3 to $3.6~$60
Chimney Relining, Inspection & Stainless Steel Liner Installation2461141.7%Low$3 to $3.6~$60
Commercial Drone Photography & Aerial Surveying Services24121437.5%Low$3 to $3.6~$60
Cross-Border B2B Payments & FX Hedging24161912.5%Low$3 to $3.6~$60
Custom Trophy, Plaque & Award Manufacturers2481133.3%Low$3 to $3.6~$60
Data Privacy & Compliance24141716.7%Low$3 to $3.6~$60
Disability Income Insurance & Own-Occupation Coverage24121520.8%Low$3 to $3.6~$60
Earthquake Insurance & Seismic Retrofit Contractors24121720.8%Low$3 to $3.6~$60
eSignature & Digital Transaction Management24121620.8%Low$3 to $3.6~$60
Gutter Guards & Gutter Protection Systems2471037.5%Low$3 to $3.6~$60
Lead Paint Inspection & Abatement Services2491729.2%Low$3 to $3.6~$60
Litigation Finance & Plaintiff Legal Funding Companies24171916.7%Low$3 to $3.6~$60
Luxury Concierge Medicine & Executive Health Programs24151729.2%Low$3 to $3.6~$60
Patient Engagement & Communication Platforms2491425.0%Low$3 to $3.6~$60
Pickleball Equipment, Courts & Clubs24101537.5%Low$3 to $3.6~$60
Residential Home Inspection Services24122033.3%Low$3 to $3.6~$60
Restaurant Supply & Foodservice Distribution24171920.8%Low$3 to $3.6~$60
Storm Shelters & Safe Room Installation24131525.0%Low$3 to $3.6~$60
Tankless Water Heater & Hot Water System Services24101350.0%Low$3 to $3.6~$60
UX Research & Insights Platforms2481133.3%Low$3 to $3.6~$60
Wine Investment & Fine Wine Brokerage Platforms24151833.3%Low$3 to $3.6~$60
HIPAA / OSHA / Workplace Compliance Training Platforms245679.2%Low$3 to $3.6~$60
Yacht & Superyacht Charter Companies24111145.8%Low$3 to $3.6~$60
ADAS Calibration & Windshield Camera Recalibration Services23131917.4%Low$3 to $3.6~$60
Bidirectional V2G EV Chargers & Vehicle-to-Grid Technology23121639.1%Low$3 to $3.6~$60
Contact Center as a Service (CCaaS) Platforms23172017.4%Low$3 to $3.6~$60
Curbside Composting & Food Waste Pickup Services23182021.7%Low$3 to $3.6~$60
Custom Prosthetics, Orthotics & Pediatric Mobility Devices2320238.7%Low$3 to $3.6~$60
Edge AI & On-Device Inference Silicon23121421.7%Low$3 to $3.6~$60
Hard Money & Private Real Estate Investment Lenders2381365.2%Low$3 to $3.6~$60
Limousine & Black Car Chauffeur Services23132030.4%Low$3 to $3.6~$60
Lobbying & Government Relations Firms23131617.4%Low$3 to $3.6~$60
Mobile Welding & On-Site Fabrication Services23141539.1%Low$3 to $3.6~$60
Mosquito Misting & Tick Control Systems23111321.7%Low$3 to $3.6~$60
Premium Meat & Butcher Box Subscriptions2371169.6%Low$3 to $3.6~$60
Process Mining & Task Mining Software23171921.7%Low$3 to $3.6~$60
RV & Motorhome Sales, Rental & Outfitting23132030.4%Low$3 to $3.6~$60
Vector Databases & Embedding Infrastructure for AI2371534.8%Low$3 to $3.6~$60
Wedding Dress Preservation & Heirloom Gown Cleaning2318188.7%Low$3 to $3.6~$60
Wedding Venues & Event Spaces23161917.4%Low$3 to $3.6~$60
Window Treatments & Custom Blinds, Shades & Shutters234647.8%Low$3 to $3.6~$60
Wine Cellar Construction & Climate-Controlled Wine Storage23151721.7%Low$3 to $3.6~$60
529 Education Savings Plans & College Funding Specialists2271036.4%Low$3 to $3.6~$60
AI Content Detection & Authenticity Verification Tools2217209.1%Low$3 to $3.6~$60
Auto Insurance & Vehicle Coverage2261363.6%Low$3 to $3.6~$60
Car Subscription & Vehicle-as-a-Service Programs2291445.5%Low$3 to $3.6~$60
Commercial Kitchen Hood & Exhaust Cleaning Services22141822.7%Low$3 to $3.6~$60
Debt Relief & Credit Counseling Services2261136.4%Low$3 to $3.6~$60
Heavy Equipment Auctions & Used Construction Machinery Marketplaces227772.7%Low$3 to $3.6~$60
Heirloom & Specialty Seed Companies227863.6%Low$3 to $3.6~$60
Land & Vacant Lot Real Estate Marketplaces2291550.0%Low$3 to $3.6~$60
Patent & Trademark Filing & IP Protection Services22131727.3%Low$3 to $3.6~$60
Residential Battery & Home Energy Storage Systems2281031.8%Low$3 to $3.6~$60
SaaS Security Posture Management (SSPM)22111327.3%Low$3 to $3.6~$60
Self-Directed IRA Custodians & Alternative Asset Retirement Accounts2291422.7%Low$3 to $3.6~$60
Septic Tank Pumping & Sewer Line Services2291145.5%Low$3 to $3.6~$60
Short-Term Rental Cleaning & Turnover Services22141518.2%Low$3 to $3.6~$60
Smart Glasses & AR Wearables2271063.6%Low$3 to $3.6~$60
Software Supply Chain Security (SCA, SBOM & Container Scanning)22121245.5%Low$3 to $3.6~$60
Swim Spas & Hot Tub Dealers22141513.6%Low$3 to $3.6~$60
Vintage & Antique Appraisals & Estate Valuation Services22121627.3%Low$3 to $3.6~$60
Vintage & Classic Car Restoration & Hot Rod Shops2291827.3%Low$3 to $3.6~$60
Whiskey & Bourbon Cask Investment Platforms22151618.2%Low$3 to $3.6~$60
Yacht Brokerage & Luxury Boat Sales22151713.6%Low$3 to $3.6~$60
Yard Drainage & French Drain Installation Contractors2271168.2%Low$3 to $3.6~$60
Benefits Administration & PEO Platforms21111633.3%Low$3 to $3.6~$60
Carpet & Upholstery Cleaning Services2151238.1%Low$3 to $3.6~$60
GPS Fleet Tracking & Commercial Telematics for Small Fleets2171047.6%Low$3 to $3.6~$60
Hair Loss & Restoration21131419.0%Low$3 to $3.6~$60
Indie Game Development Engines & Tools21121623.8%Low$3 to $3.6~$60
Indoor Vertical Farming & Commercial Greenhouse Equipment21131328.6%Low$3 to $3.6~$60
Mobile Notary & Loan Signing Agent Services2151142.9%Low$3 to $3.6~$60
Mystery Shopping & Field Marketing Agencies21172014.3%Low$3 to $3.6~$60
Non-Alcoholic Beverages & Mindful Drinking Brands215557.1%Low$3 to $3.6~$60
Personal Stylist & Image Consulting Services21111452.4%Low$3 to $3.6~$60
Pop-Up Retail & Experiential Brand Activation Agencies21141423.8%Low$3 to $3.6~$60
Process Serving & Legal Document Delivery Services2171452.4%Low$3 to $3.6~$60
Remote Online Notarization & eNotary Services21121528.6%Low$3 to $3.6~$60
Resume Writing & Career Coaching Services216771.4%Low$3 to $3.6~$60
Reverse Mortgage & Senior Home Equity Conversion212752.4%Low$3 to $3.6~$60
Stained Glass Studios & Architectural Glass Art2171047.6%Low$3 to $3.6~$60
Standby Whole-Home Generator Installation & Service214642.9%Low$3 to $3.6~$60
Travel Insurance & Trip Protection2141152.4%Low$3 to $3.6~$60
Used Auto Parts & Salvage Yards21131719.0%Low$3 to $3.6~$60
Vacation Rental Property Management Software21131523.8%Low$3 to $3.6~$60
Voice Over, Dubbing & Audio Post-Production Studios21141423.8%Low$3 to $3.6~$60
Wedding Live Bands, DJs & Event Entertainment Booking21131619.0%Low$3 to $3.6~$60
Wedding Videography & Cinematic Films21121328.6%Low$3 to $3.6~$60
Windshield & Auto Glass Replacement & Repair Services21111433.3%Low$3 to $3.6~$60
Airport Parking & Off-Site Long-Term Parking2091235.0%Low$3 to $3.6~$60
Architectural Window Film & Decorative Glass Tint20101035.0%Low$3 to $3.6~$60
Asphalt, Paving & Driveway Sealcoating Contractors20121620.0%Low$3 to $3.6~$60
Coin & Precious Metals Bullion Dealers2051035.0%Low$3 to $3.6~$60
Consumer Driving Schools & Online Traffic School2081235.0%Low$3 to $3.6~$60
Court Reporting & Legal Transcription Services206750.0%Low$3 to $3.6~$60
Custom Aquarium Design, Installation & Maintenance Services20131330.0%Low$3 to $3.6~$60
Employer of Record & Global Hiring Infrastructure2081245.0%Low$3 to $3.6~$60
Executive Protection & Close Protection Security Services20141615.0%Low$3 to $3.6~$60
Fire & Smoke Damage Restoration & Emergency Board-Up Services20111535.0%Low$3 to $3.6~$60
Indoor Karting & Go-Kart Racing Centers20141620.0%Low$3 to $3.6~$60
Martial Arts Schools & Dojos2091135.0%Low$3 to $3.6~$60
Pet-Friendly Hotels & Dog-Centric Travel Accommodations205950.0%Low$3 to $3.6~$60
Pickup Truck Camper Shells, Tonneau Covers & Bed Accessories20101720.0%Low$3 to $3.6~$60
Premium Bedding & Linen Direct-to-Consumer Brands2081550.0%Low$3 to $3.6~$60
Private K-12 & Boarding Schools20151820.0%Low$3 to $3.6~$60
Radon Testing & Mitigation Services2081245.0%Low$3 to $3.6~$60
Real-Time Payments Orchestration & FedNow Connectivity20151720.0%Low$3 to $3.6~$60
Stairlift & Home Elevator Installation206765.0%Low$3 to $3.6~$60
Tech & AI Bootcamps / Career-Switch Programs20111220.0%Low$3 to $3.6~$60
Vintage & Antique Auction Houses20141520.0%Low$3 to $3.6~$60
Water Damage Restoration & Mold Remediation2091255.0%Low$3 to $3.6~$60
Web Scraping, Proxy Networks & Web Data Infrastructure20152025.0%Low$3 to $3.6~$60
386
Industries compared
25,895
Controlled placements
20
Minimum placements

2026 ChatGPT ads industry benchmarks

Select a column heading to sort. Open any industry to inspect the captured ads behind its row.

One compatible observation source

Every placement and concentration percentage in the table uses controlled VerseOdin prompt observations. Historical bulk-import appearances are excluded because their collection unit is not compatible with the live prompt sample. Thin industries with fewer than 20 placements are also excluded.

Competition is a relative placement-density tertile. Modeled CPC moves within the $3 to $5 planning range, while CPM remains a roughly $60 platform anchor. These values are estimates, not quotes, bids, invoices, or measured outcomes.

Full data methodologyCost assumptions

ChatGPT ads benchmarks, answered

What are ChatGPT ads benchmarks?
These benchmarks compare the sponsored placements, distinct advertisers, unique creatives, and top-advertiser concentration observed across industries in our controlled ChatGPT prompt sample.
Are the CPC figures measured campaign costs?
No. The CPC bands are planning estimates positioned within a $3 to $5 beta anchor according to observed placement density. ChatGPT Ads Library does not have advertiser spend, bid, conversion, or auction-clearing data.
How is competition classified?
Eligible industries are sorted by observed sponsored-placement density and divided into low, medium, and high tertiles. The labels compare industries inside this sample and are not OpenAI auction grades.
What does leader share mean?
Leader share is the percentage of a niche's observed sponsored placements accounted for by its most frequently seen advertiser. It measures concentration in the sample, not market share across all ChatGPT activity.
Which data source powers the table?
The table uses only controlled VerseOdin prompt observations and never blends those denominators with the larger historical import. Industries need at least 20 observed placements to appear.
How often are the benchmarks updated?
The page refreshes from the serving dataset each hour. New controlled observations can change placement counts, concentration, and competition tertiles.

Inspect the creatives behind the benchmarks

Browse observed ads, advertisers, niches, and triggering prompts.

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