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Run and Optimize Ads

Goal Optimization (ROAS & CPL)

Goal Optimization (ROAS & CPL)

AI-driven ROAS and CPL improvements across all ad accounts

Meta Ads

Meta Ads

Scale Facebook & Instagram campaigns with AI

Google Ads

Google Ads

Optimize Search, PMax, and Shopping campaigns

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ChatGPT ads library

Top10.com ads in ChatGPT

Comparison sites · Mental Health Therapy · Dating Relationships · Cloud Storage Backup · Contact Center As a Service Ccaas Platforms · No Code Website Builders · Tvs Home Theater · Fresh Pet Food Delivery · Senior Move Management · Career Jobs · Pool Spa Services · Self Storage · Wedding Planning · Coworking Spaces · Locksmith Home Lockout Services · Luxury Designer Resale Marketplaces · Salon Spa Barbershop Software · Used Auto Parts Salvage Yards · VPN Online Privacy Tools · Freelance Marketplaces · HR Recruiting Software · Document Shredding Records Destruction · Identity Theft Protection Credit Monitoring · School Photography Yearbook Publishing · top10.com

56distinct ads55with published copy55triggering promptsJuly 16, 2026last seen

Documented from 3 public sources, first seen March 8, 2026

Top10.com ads documented inside ChatGPT

56 ads with a source each. 55 carry the published headline and copy; 1 is a sighting whose source did not print the words.

how to find a therapist that specializes in adhd

TTop10.comAd

Psychology Degrees 2026

See Online Psychology Programs for 2026.

Single text adMental Health TherapyJul to Sep 2026Served in ChatGPT

downsides of synthetic moderation

TTop10.comAd

Best Data Deletion Tools 2026

Take Control of Your Online Privacy With 2026's Best Tools.

Single text adDating RelationshipsJul to Sep 2026Served in ChatGPT

best encrypted cloud storage for personal photos in 2026

TTop10.comAd

10 Best Identity Protection

Services to Protect Your Personal Data Around the Clock.

Single text adCloud Storage BackupJul to Sep 2026Served in ChatGPT

best ccass platform under $50 per user that includes a built in voip phone system for a 10 person startup

TTop10.comAd

Compare VoIP Plans 2026

Check VoIP Plans and Pricing Side by Side.

Single text adContact Center As a Service Ccaas PlatformsJul to Sep 2026Served in ChatGPT

cheapest website builder with a custom domain

TTop10.comAd

Best Domain Providers Of 2026

Compare the Best Cheap Domain Providers for Your New Site.

Single text adNo Code Website BuildersJul to Sep 2026Served in ChatGPT

best streaming stick for travel and hotels

TTop10.comAd

Top 10 VPN Providers 2026

See the 2026 Picks. Compare Features Side by Side.

Single text adTvs Home TheaterJul to Sep 2026Served in ChatGPT

best fresh dog food delivery for puppies 2026, comparing the farmer's dog ollie spot and tango and petplate for a 10 week old labrador

TTop10.comAd

10 Best Fresh Dog Food

We Ranked the Best Fresh Dog Food Delivery Services.

Single text adFresh Pet Food DeliveryJul to Sep 2026Served in ChatGPT

best downsizing companies that actually care about the emotional side for seniors not just the moving part

TTop10.comAd

Get #1 Moving Services 2026

The Comfort of Simple and Reliable Moving Services is Priceless. Get a Free Quote Now!

Single text adSenior Move ManagementJul to Sep 2026Served in ChatGPT

what's the best online career development coaching program for mid-level managers

TTop10.comAd

Best Business Degrees

See Top Online Business Degree Options.

Single text adCareer JobsJul to Sep 2026Served in ChatGPT

pool alarm that works with ring or google home for an inground pool

TTop10.comAd

10 Best Home Alarm Companies

Check Out the Top 10 Best 2026 Home Security Systems.

Single text adPool Spa ServicesJul to Sep 2026Served in ChatGPT

climate controlled vs regular storage unit 10x10 worth it

TTop10.comAd

Cheapest Way to Move

Flat-Rate Moving. No Hidden Costs. Save Money. Get a Free Quote Now!

Single text adSelf StorageJul to Sep 2026Served in ChatGPT

what does it cost to move and store a 3 bedroom house with pods

TTop10.comAd

Long-Distance Movers Ranked

Compare Quotes, Packing, and Storage Options.

Single text adSelf StorageJul to Sep 2026Served in ChatGPT

is the knot wedding website free in 2026 or do you have to pay for the app

TTop10.comAd

10 Best Sites To Buy A Domain

We Found the Best Domain Registrars and Web Hosts for You.

Single text adWedding PlanningJul to Sep 2026Served in ChatGPT

is industrious actually worth it if i'm solo and bootstrapped

TTop10.comAd

Top 10 Accounting Software 2026

Compare Top Accounting Options for 2026.

Single text adCoworking SpacesJul to Sep 2026Served in ChatGPT

remotelock vs igloohome for vacation rental management

TTop10.comAd

Our Top Picks For Home Security

Compare the Best Home Protection Systems in One Easy Site.

Single text adLocksmith Home Lockout ServicesJul to Sep 2026Served in ChatGPT

how does rebag trade in work and is their offer better than selling on the realreal

TTop10.comAd

Top 10 Sell Products Online 2026

See 2026 Picks & Compare Features Side-by-Side.

Single text adLuxury Designer Resale MarketplacesJul to Sep 2026Served in ChatGPT

capterra top rated salon management software reviews

TTop10.comAd

Best Free CRM Software 2026

Find a CRM That's Actually Free. See Our 2026 Rankings.

Single text adSalon Spa Barbershop SoftwareJul to Sep 2026Served in ChatGPT

where can i find a used chevy bolt battery pack from a certified ev salvage yard

TTop10.comAd

Junk Cars For Cash Near Me

Compare Local Buyer Options and Get Offers Fast.

Single text adUsed Auto Parts Salvage YardsJul to Sep 2026Served in ChatGPT

how do i properly benchmark my vpn speed between protocols so the results aren't bs

TTop10.comAd

Best Free VPN Services Of 2026

See the Top Secure and Fast Free VPN Services for 2026.

Single text adVPN Online Privacy ToolsJul to Sep 2026Served in ChatGPT

is there a cheaper alternative to deel for paying global freelancers

TTop10.comAd

10 Best Payroll Services 2026

Review Payroll Services and Pricing for Small Business.

Single text adFreelance MarketplacesJul to Sep 2026Served in ChatGPT

workday vs ukg vs adp vs oracle hcm cloud which is best for global payroll and multi country compliance

TTop10.comAd

10 Best Payroll Tools 2026

Compare Payroll Tools for Small Business Setup and Taxes.

Single text adHR Recruiting SoftwareJul to Sep 2026Served in ChatGPT

do i need to include salary ranges in job postings in california

TTop10.comAd

One-Employee Payroll Guide

Get Payroll Right With a Simple Checklist and Tools.

Single text adHR Recruiting SoftwareJul to Sep 2026Served in ChatGPT

one-time shredding service for 40 boxes when we move offices next month — what's a fair price per box and who actually shows up with a certificate of destruction

TTop10.comAd

10 Best Moving Companies

Moving Out? We've Got You All Top Moving Companies In One Place - Save Time, Save Money.

Single text adDocument Shredding Records DestructionJul to Sep 2026Served in ChatGPT

what's the difference between credit monitoring and full identity theft protection

TTop10.comAd

How To Freeze Your Credit 2026

Learn the Best Way to Freeze Your Credit in 2026.

Single text adIdentity Theft Protection Credit MonitoringJul to Sep 2026Served in ChatGPT

is paying for identity theft protection actually worth it

TTop10.comAd

Best ID Theft Protection 2026

See the Top Identity Theft Services of 2026.

Single text adIdentity Theft Protection Credit MonitoringJul to Sep 2026Served in ChatGPT

how do i set up a ladder workflow in jostens yearbook avenue for a first-year staff

TTop10.comAd

Workflow Templates Now

Find Templates for Project Workflows.

Single text adSchool Photography Yearbook PublishingJul to Sep 2026Served in ChatGPT

why is eating healthy so expensive?

Healthy Meal Delivery
Top10.comSponsored

Healthy Meal Delivery

Compare Healthy Meal Plans and Menu Options.

Single text adComparison sitesUSMar 29, 2026Lurie et al. audit archive

Is the newest iPhone worth the price?

iPhone Security Compared
Top10.comSponsored

iPhone Security Compared

Compare Features, Pricing and Coverage.

Single text adComparison sitesUSMar 29, 2026Lurie et al. audit archive

How do I turn off notifications on my phone?

Stop Robocalls On iPhone
Top10.comSponsored

Stop Robocalls On iPhone

Compare Call Blocking Options Side-by-Side.

Single text adComparison sitesUSMar 28, 2026Lurie et al. audit archive

What are the top 5 most nutritious foods in your opinion?

Top 10 Healthy Food 2026
Top10.comSponsored

Top 10 Healthy Food 2026

See the 2026 Picks. Compare Features Side by Side.

Single text adComparison sitesUSMar 27, 2026Lurie et al. audit archive

Why isn't college structured more like an 8-5 job?

Compare Gantt Charts
Top10.comSponsored

Compare Gantt Charts

Answer Quick Questions. See Top Matches for You.

Single text adComparison sitesUSMar 26, 2026Lurie et al. audit archive

Is it normal to do basically nothing at your corporate job?

Boost Your Productivity Now
Top10.comSponsored

Boost Your Productivity Now

Explore Leading Project Management Platforms. Start Today.

Single text adComparison sitesUSMar 25, 2026Lurie et al. audit archive

Give me tips for work-life balance.

Organize Your Tasks Today
Top10.comSponsored

Organize Your Tasks Today

Manage Daily Tasks Easily With Our Leading Tools.

Single text adComparison sitesUSMar 25, 2026Lurie et al. audit archive

Give me tips for work-life balance.

Task Management Made Easy
Top10.comSponsored

Task Management Made Easy

Organize Work and Hit Deadlines Faster.

Single text adComparison sitesUSMar 25, 2026Lurie et al. audit archive

Give me tips for work-life balance.

10 Best Task Management Apps
Top10.comSponsored

10 Best Task Management Apps

Find the Right Task Tool to Boost Your Team's Productivity.

Single text adComparison sitesUSMar 24, 2026Lurie et al. audit archive

What's the best streaming service for sports?

Live TV Streaming Compared
Top10.comSponsored

Live TV Streaming Compared

Compare Plans, Pricing and Features Side-by-Side.

Single text adComparison sitesUSMar 24, 2026Lurie et al. audit archive

What's the best streaming service for sports?

Best Live TV Streaming
Top10.comSponsored

Best Live TV Streaming

Compare Channels, Prices, and Free Trials.

Single text adComparison sitesUSMar 24, 2026Lurie et al. audit archive

What's the best streaming service?

Best Streaming For Live TV
Top10.comSponsored

Best Streaming For Live TV

Compare Services That Offer Live TV Features.

Single text adComparison sitesUSMar 23, 2026Lurie et al. audit archive

What's the best budget smartphone?

Budget Cell Plans
Top10.comSponsored

Budget Cell Plans

Compare Low-Cost Plans with Good Coverage.

Single text adComparison sitesUSMar 21, 2026Lurie et al. audit archive

why is eating healthy so expensive?

Healthy Food Pricing Guide
Top10.comSponsored

Healthy Food Pricing Guide

Compare Options and Costs in Minutes. Get Started.

Single text adComparison sitesUSMar 20, 2026Lurie et al. audit archive

What's the best streaming service?

Top 10 Streaming Services 2026
Top10.comSponsored

Top 10 Streaming Services 2026

See the 2026 Picks. Compare Features Side by Side.

Single text adComparison sitesUSMar 17, 2026Lurie et al. audit archive

My computer won't turn on; what should I try?

PC Repair Software
Top10.comSponsored

PC Repair Software

Compare Repair Tools and Plan Features.

Single text adComparison sitesUSMar 17, 2026Lurie et al. audit archive

What's the best streaming service?

Best Streaming Services Today
Top10.comSponsored

Best Streaming Services Today

Find a Top Pick Fast. Easy, Unbiased Comparison.

Double text ads, same domainComparison sitesUSMar 17, 2026Lurie et al. audit archive

What's the best budget smartphone?

Top 10 Android for Phone 2026
Top10.comSponsored

Top 10 Android for Phone 2026

See the 2026 Picks. Compare Features Side by Side.

Double text ads, same domainComparison sitesUSMar 16, 2026Lurie et al. audit archive

What's the best budget smartphone?

Top 10 Best Phone 2026
Top10.comSponsored

Top 10 Best Phone 2026

See the 2026 Picks. Compare Features Side by Side.

Double text ads, same domainComparison sitesUSMar 16, 2026Lurie et al. audit archive

What's the best budget smartphone?

Top 10 Best Android 2026
Top10.comSponsored

Top 10 Best Android 2026

See the 2026 Picks. Compare Features Side by Side.

Double text ads, same domainComparison sitesUSMar 16, 2026Lurie et al. audit archive

What's the best streaming service?

Compare Best Streaming Services
Top10.comSponsored

Compare Best Streaming Services

Answer Quick Questions. See Top Matches for You.

Single text adComparison sitesUSMar 16, 2026Lurie et al. audit archive

What's the best budget smartphone?

Best Android for Phone Today
Top10.comSponsored

Best Android for Phone Today

Find a Top Pick Fast. Easy, Unbiased Comparison.

Double text ads, same domainComparison sitesUSMar 15, 2026Lurie et al. audit archive

What's the best streaming service?

Streaming Services Compared
Top10.comSponsored

Streaming Services Compared

Compare Plans, Pricing and What You Can Watch.

Single text adComparison sitesUSMar 15, 2026Lurie et al. audit archive

What's the best budget smartphone?

Top 10 Best Cell Phone 2026
Top10.comSponsored

Top 10 Best Cell Phone 2026

See the 2026 Picks. Compare Features Side by Side.

Single text adComparison sitesUSMar 14, 2026Lurie et al. audit archive

How can I build muscle?

Top 10 Protein Meal Deliveries
Top10.comSponsored

Top 10 Protein Meal Deliveries

Muscle Gain Meals Delivered With Protein-Packed Menus.

Double text ads, same domainComparison sitesUSMar 13, 2026Lurie et al. audit archive

How can I build muscle?

Best Muscle Gain Meals Of 2026
Top10.comSponsored

Best Muscle Gain Meals Of 2026

High-Protein Meal Plans for Bodybuilding. See 2026's Picks.

Double text ads, same domainComparison sitesUSMar 13, 2026Lurie et al. audit archive

What's the best streaming service?

Top 10 Streaming Services
Top10.comSponsored

Top 10 Streaming Services

Our Top 10 Streaming Services of 2026. Never Be Bored.

Single text adComparison sitesUSMar 12, 2026Lurie et al. audit archive

What's the best streaming service?

Best TV Streaming Service 2026
Top10.comSponsored

Best TV Streaming Service 2026

The Best-Rated Streaming Services of 2026 Are Listed Here.

Single text adComparison sitesUSMar 10, 2026Lurie et al. audit archive

What's the best streaming service for sports?

Compare Streaming Services
Top10.comSponsored

Compare Streaming Services

Compare Services With Live TV, Local Channels & Free Trials.

Single text adComparison sitesUSMar 8, 2026Lurie et al. audit archive

Prompt not published by the source

TTop10.comSponsored

Copy not published. Second most frequent advertiser in the arXiv study, 107 sessions; dominated education prompts in Seer’s tracking.

Single text adComparison sitesUSMar 2026arXiv 2608.05008

Prompts that trigger Top10.com ads

The conversations OpenAI matched this advertiser to. Advertisers write context hints, not keywords; these are the prompts the match landed on.

PromptAdFormatSeen
how to find a therapist that specializes in adhdPsychology Degrees 2026Single text adJul to Sep 2026
downsides of synthetic moderationBest Data Deletion Tools 2026Single text adJul to Sep 2026
best encrypted cloud storage for personal photos in 202610 Best Identity ProtectionSingle text adJul to Sep 2026
best ccass platform under $50 per user that includes a built in voip phone system for a 10 person startupCompare VoIP Plans 2026Single text adJul to Sep 2026
cheapest website builder with a custom domainBest Domain Providers Of 2026Single text adJul to Sep 2026
best streaming stick for travel and hotelsTop 10 VPN Providers 2026Single text adJul to Sep 2026
best fresh dog food delivery for puppies 2026, comparing the farmer's dog ollie spot and tango and petplate for a 10 week old labrador10 Best Fresh Dog FoodSingle text adJul to Sep 2026
best downsizing companies that actually care about the emotional side for seniors not just the moving partGet #1 Moving Services 2026Single text adJul to Sep 2026
what's the best online career development coaching program for mid-level managersBest Business DegreesSingle text adJul to Sep 2026
pool alarm that works with ring or google home for an inground pool10 Best Home Alarm CompaniesSingle text adJul to Sep 2026
climate controlled vs regular storage unit 10x10 worth itCheapest Way to MoveSingle text adJul to Sep 2026
what does it cost to move and store a 3 bedroom house with podsLong-Distance Movers RankedSingle text adJul to Sep 2026
is the knot wedding website free in 2026 or do you have to pay for the app10 Best Sites To Buy A DomainSingle text adJul to Sep 2026
is industrious actually worth it if i'm solo and bootstrappedTop 10 Accounting Software 2026Single text adJul to Sep 2026
remotelock vs igloohome for vacation rental managementOur Top Picks For Home SecuritySingle text adJul to Sep 2026
how does rebag trade in work and is their offer better than selling on the realrealTop 10 Sell Products Online 2026Single text adJul to Sep 2026
capterra top rated salon management software reviewsBest Free CRM Software 2026Single text adJul to Sep 2026
where can i find a used chevy bolt battery pack from a certified ev salvage yardJunk Cars For Cash Near MeSingle text adJul to Sep 2026
how do i properly benchmark my vpn speed between protocols so the results aren't bsBest Free VPN Services Of 2026Single text adJul to Sep 2026
is there a cheaper alternative to deel for paying global freelancers10 Best Payroll Services 2026Single text adJul to Sep 2026
workday vs ukg vs adp vs oracle hcm cloud which is best for global payroll and multi country compliance10 Best Payroll Tools 2026Single text adJul to Sep 2026
do i need to include salary ranges in job postings in californiaOne-Employee Payroll GuideSingle text adJul to Sep 2026
one-time shredding service for 40 boxes when we move offices next month — what's a fair price per box and who actually shows up with a certificate of destruction10 Best Moving CompaniesSingle text adJul to Sep 2026
what's the difference between credit monitoring and full identity theft protectionHow To Freeze Your Credit 2026Single text adJul to Sep 2026
is paying for identity theft protection actually worth itBest ID Theft Protection 2026Single text adJul to Sep 2026
how do i set up a ladder workflow in jostens yearbook avenue for a first-year staffWorkflow Templates NowSingle text adJul to Sep 2026
why is eating healthy so expensive?Healthy Meal DeliverySingle text adMar 29, 2026
Is the newest iPhone worth the price?iPhone Security ComparedSingle text adMar 29, 2026
How do I turn off notifications on my phone?Stop Robocalls On iPhoneSingle text adMar 28, 2026
What are the top 5 most nutritious foods in your opinion?Top 10 Healthy Food 2026Single text adMar 27, 2026
Why isn't college structured more like an 8-5 job?Compare Gantt ChartsSingle text adMar 26, 2026
Is it normal to do basically nothing at your corporate job?Boost Your Productivity NowSingle text adMar 25, 2026
Give me tips for work-life balance.Organize Your Tasks TodaySingle text adMar 25, 2026
Give me tips for work-life balance.Task Management Made EasySingle text adMar 25, 2026
Give me tips for work-life balance.10 Best Task Management AppsSingle text adMar 24, 2026
What's the best streaming service for sports?Live TV Streaming ComparedSingle text adMar 24, 2026
What's the best streaming service for sports?Best Live TV StreamingSingle text adMar 24, 2026
What's the best streaming service?Best Streaming For Live TVSingle text adMar 23, 2026
What's the best budget smartphone?Budget Cell PlansSingle text adMar 21, 2026
why is eating healthy so expensive?Healthy Food Pricing GuideSingle text adMar 20, 2026
What's the best streaming service?Top 10 Streaming Services 2026Single text adMar 17, 2026
My computer won't turn on; what should I try?PC Repair SoftwareSingle text adMar 17, 2026
What's the best streaming service?Best Streaming Services TodayDouble text ads, same domainMar 17, 2026
What's the best budget smartphone?Top 10 Android for Phone 2026Double text ads, same domainMar 16, 2026
What's the best budget smartphone?Top 10 Best Phone 2026Double text ads, same domainMar 16, 2026
What's the best budget smartphone?Top 10 Best Android 2026Double text ads, same domainMar 16, 2026
What's the best streaming service?Compare Best Streaming ServicesSingle text adMar 16, 2026
What's the best budget smartphone?Best Android for Phone TodayDouble text ads, same domainMar 15, 2026
What's the best streaming service?Streaming Services ComparedSingle text adMar 15, 2026
What's the best budget smartphone?Top 10 Best Cell Phone 2026Single text adMar 14, 2026
How can I build muscle?Top 10 Protein Meal DeliveriesDouble text ads, same domainMar 13, 2026
How can I build muscle?Best Muscle Gain Meals Of 2026Double text ads, same domainMar 13, 2026
What's the best streaming service?Top 10 Streaming ServicesSingle text adMar 12, 2026
What's the best streaming service?Best TV Streaming Service 2026Single text adMar 10, 2026
What's the best streaming service for sports?Compare Streaming ServicesSingle text adMar 8, 2026

Where these ads were documented

Every card above links to the page that published it. The list, for the record.

  • Served in ChatGPT
  • Lurie et al. audit archive
  • arXiv 2608.05008

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