Best for Media Buyers

Best Tools to Track Ads Inside ChatGPT and AI Search in 2026

7 tools compared for media buyers who need to separate observed ChatGPT ads from general AI-search visibility and conventional traffic intelligence.

Updated October 21, 2026  ·  7 tools reviewed
Key takeaways
  • ChatAdsWatch provides a public catalog of observed ChatGPT ads, advertisers, prompts, and captured appearances, while making clear that appearances are not impressions, clicks, spend, or performance.
  • Adthena sells a $399/month ChatGPT Ads Intelligence plan with 200 prompts and also covers Google Ads, AI Overviews, and Perplexity for larger paid-search programs.
  • Similarweb tracks website referrals from ChatGPT, Claude, Perplexity, Gemini, and Grok, but referral data is not a record of sponsored ChatGPT placements.
  • Otterly.AI starts at $29/month for AI visibility monitoring and includes Google AI Overviews and Copilot in its base engine set, making it adjacent context rather than a ChatGPT ad library.
  • Metistic has a free plan for 10 prompts in one market and tracks paid ads observed in its completed ChatGPT checks, with paid plans adding alerts and exports.
  • Gauge connects observed ChatGPT placements to tracked prompts and can combine that evidence with a connected OpenAI Ads account and organic AI visibility data.
  • KIME Ads watches sponsored ChatGPT placements on a customer's own workspace prompts and can alert a team when ads first appear in selected countries.

The phrase "ChatGPT ad tracking" hides three different jobs. You may need a catalog of sponsored placements already observed in ChatGPT, a way to monitor whether ads appear on the commercial prompts your team cares about, or a wider view of what AI engines are sending to a competitor's website. Those are not interchangeable. A referral-traffic product cannot show an ad creative, and an observed-ad library cannot reveal a competitor's targeting, bids, clicks, or return. The useful tools make the distinction visible rather than promising a complete view of a young advertising channel. These 7 are worth evaluating according to the question you actually need to answer.

What usually goes wrong
  • Calling a sampled catalog of observed ChatGPT placements a complete archive of every ad shown to every user
  • Using AI referral traffic as though it proves that a sponsored placement appeared in an answer
  • Buying a prompt-monitoring product without checking whether its coverage is limited to your own tracked prompts or selected markets
  • Trying to make a traditional paid-search intelligence platform act like a campaign editor or a source of competitor targeting and spend

What you should look for

What exactly is being observed

Does the tool record ChatGPT ads, track AI-answer visibility, or estimate referral traffic from AI chatbots? The answer determines whether it can settle your question.

Prompt and market boundaries

Can you see the commercial prompts and markets behind the evidence, and are the limits clear enough to avoid treating a monitored set as the whole channel?

Useful action after the observation

Can the team save findings, set alerts, export a report, or compare paid presence with organic AI visibility, rather than merely browse a gallery?

Fit with the rest of paid media

Will the product add needed intelligence around ChatGPT, Google, Meta, or search, without pretending it can manage campaigns or expose private competitor account data?

Tools at a glance

ToolStarting priceBest for
ChatAdsWatch$0Media buyers who need a transparent, public starting point for researching observed ChatGPT ads and the prompts associated with them.
Adthena$399/monthPaid-search teams that need ChatGPT ad intelligence beside Google Ads and broader AI-search market analysis.
SimilarWeb$0Media buyers who need to quantify AI-chatbot referral traffic and competitive digital demand, not inspect ChatGPT ad creative itself.
Otterly.AI$29/moMedia buyers who need an affordable AI-search visibility baseline to distinguish organic gaps from a paid-placement question.
Metistic$0Media buyers who want a free entry point and then prompt-by-prompt paid ChatGPT monitoring with alerts and exportable evidence.
Gauge$599/monthTeams that need prompt-level ChatGPT ad observations alongside their own paid-account metrics and organic AI visibility.
KIME Ads€99/mo billed monthlyAI-search teams already using KIME who want country-level alerts and sponsored-placement evidence on their own commercial prompt set.
Now let's dive into the tools

ChatAdsWatch

ChatGPT ad intelligence for researching observed ads, advertisers, buyer prompts, and competitors

Full review →#1
Why it matters for Media Buyers

ChatAdsWatch is the cleanest first product to open when the assignment is simply to inspect ads that have been observed in ChatGPT. Its public catalog exposes dated totals, advertisers, associated prompts, captured appearances, industry pages, and sample creatives before you pay. That openness matters in a new category where many products make it hard to tell whether they have collected actual evidence or just built an AI-search dashboard around broad claims.

The limits are as important as the catalog. ChatAdsWatch calls its data a dated captured sample, not a live census, and says it cannot provide geography, targeting, or performance data. Pro costs $49 per month and adds full copy, associated buyer prompts, source evidence, advanced filters, competitor views, and saved market reports. Choose it for research and reporting on observed creative, not for a competitor's delivery or return.

Pricing
Feature
Public preview
$0
ChatAdsWatch Pro
$49/month + applicable tax
Catalog and industry aggregates✓✓
Creative accessSmall sample with truncated adsComplete creatives
Buyer prompts and source evidence✗✓
Advanced filters and competitor views✗✓
Saved market reports✗✓
Analysis creditsLimited market preview1,000 per paid month
Monthly billingNo chargeRenews monthly, cancel renewal at any time
Pros
  • Public library exposes dated catalog totals, advertiser counts, associated prompts, captured appearances, industry pages, and sample creatives before purchase
  • Methodology clearly separates observed records from inferred classifications and modeled estimates, and says that appearances are not impressions, clicks, reach, spend, or performance
  • Pro includes full ad copy, associated buyer prompts, source evidence, advanced filters, competitor views, and saved market reports
  • Published Pro pricing is $49 per month plus applicable tax, with 1,000 analysis credits each paid month and cancellation available at any time
  • Separate AdContext Chrome extension keeps collected ChatGPT observations in the browser and can export filtered records as CSV or JSON
Cons
  • The catalog is a dated captured sample rather than a complete, live record of every ad shown in ChatGPT
  • The methodology says geography, targeting, and performance data are unavailable, so it cannot answer conventional media-buying questions about delivery or return
  • The public preview deliberately truncates ads and withholds full copy, associated prompts, source evidence, advanced filters, and export behind Pro
  • Unused monthly analysis credits expire at the end of the billing period
  • The official pages reviewed do not document a general API, third-party integrations, or a dedicated help center beyond email support
Best for: Media buyers who need a transparent, public starting point for researching observed ChatGPT ads and the prompts associated with them.

Adthena

AI search intelligence for Google Ads, ChatGPT, AI Overviews, Perplexity, and paid-search competition

Full review →#2
Why it matters for Media Buyers

Adthena is the better fit when ChatGPT is one piece of a serious paid-search intelligence program rather than a one-off creative research project. Its $399 per month ChatGPT Ads Intelligence plan publishes a 200-prompt allowance across a customer's topics. Beyond ChatGPT, the platform covers Google Ads, AI Overviews, and Perplexity, which helps a paid-search team compare a new AI surface with the search market it already manages.

That does not make it a campaign editor. Adthena provides intelligence and recommendations, while bids, budgets, and targeting remain in the advertising platforms. Its broader Brand Market View and Whole Market View products are custom programs, and Adthena says Whole Market View is for advertisers spending $1 million or more annually on Google Ads. Smaller teams should buy the focused plan only if 200 prompts cover their actual commercial questions.

Pricing
Feature
ChatGPT Ads Intelligence
$399/month
Brand Market View
Custom pricing
Whole Market View
Custom pricing
Trial or evaluation21-day free trial, no credit cardPersonalized demo on your marketPersonalized demo on your market
Core coverage200 prompts split across your topicsBrand keywordsFull market, brand and generic keywords
ChatGPT advertiser tracking and AI share of voice✓✗✗
Google AI Overview monitoring✗✗✓
Trademark protection and ad-hijacking detection✗✓✓
CPC and CTR modelling✗✗✓
Full application and API access✗✗✓
MCP access✗✗✓
Google Ads and SA360 integration✗✗✓
SupportSelf-serveDedicated CSM and expert onboardingDedicated CSM and expert onboarding
Pros
  • Covers Google Ads, ChatGPT, AI Overviews, and Perplexity, with a ChatGPT plan published at $399 per month
  • Whole Market View maps brand and generic keywords, competitors, ad copy, estimated CPC and CTR modelling, and market movement
  • Brand Market View includes brand-keyword monitoring, trademark protection, ad-hijacking detection, fraud and phishing detection, and brand-CPC savings insight
  • Full Whole Market View plans include application, API, and MCP access, while the integrations page documents Looker Studio, Power BI, and automated data export destinations
  • Custom plans include a dedicated customer success manager and expert onboarding
Cons
  • The core Brand Market View and Whole Market View products do not have public list prices, so budgeting requires a sales conversation
  • Adthena says Whole Market View is for advertisers spending $1 million or more annually on Google Ads, which puts the main platform beyond most small teams
  • The published ChatGPT Ads Intelligence allowance is 200 prompts split across a customer’s topics, so it is not unlimited prompt coverage
  • It is intelligence and recommendations, not a campaign editor for changing bids, budgets, or targeting inside Google Ads
  • Custom-plan scope depends on the search universe, competitors, geographies, reporting, and integrations
Best for: Paid-search teams that need ChatGPT ad intelligence beside Google Ads and broader AI-search market analysis.

SimilarWeb

Digital intelligence platform with AI chatbot traffic tracking across ChatGPT, Claude, and Perplexity

Full review →#3
Why it matters for Media Buyers

Similarweb belongs in this comparison for a different question: which AI chatbots are sending traffic to a competitor's website? It tracks referrals from ChatGPT, Claude, Perplexity, Gemini, and Grok by domain, alongside wider traffic, keyword, audience, sales-intelligence, and retail data. That makes it useful for deciding whether AI search is emerging as a meaningful demand source before you reallocate budget or build a new reporting line.

Do not use it as proof of an ad placement. A visit referred from ChatGPT does not tell you whether a sponsored placement appeared, what the ad said, or how it was targeted. The free tier is very limited, paid access usually requires a sales conversation, and accuracy weakens for domains below roughly 50,000 monthly visits. It earns the investment when you need broad digital intelligence, not a narrow ChatGPT creative archive.

Pricing
Feature
Free
$0
Starter
~$199/mo
Team
~$399/mo
Business
~$799/mo
Enterprise
Contact
Websites analyzedLimitedUnlimitedUnlimitedUnlimitedUnlimited
AI chatbot traffic data✗✓✓✓✓
Historical data depth3 months6 months12 months24 months36+ months
API access✗✗✓✓✓
Sales intelligence✗✗✗✓✓
Retail analytics✗✗✗✓✓
Dedicated customer success✗✗✗✗✓
Pros
  • AI traffic monitoring tracks referrals from ChatGPT, Claude, Perplexity, Gemini, and Grok by website
  • Comprehensive competitive analysis covering 100M+ websites across traffic, keywords, and audience segments
  • Sales intelligence layer with lead scoring and intent signals for B2B prospecting
  • Retail analytics extends coverage to Amazon and consumer demand signals beyond web traffic
  • Strong API with broad BI connector support for embedding data in internal dashboards
Cons
  • Free tier is extremely limited, offering only a few months of data and capped metric views
  • Full access typically requires $200-$800+/month depending on features and data depth
  • Data accuracy for smaller websites (under 50K monthly visits) is unreliable
  • No white-label delivery option for agencies
  • Pricing requires a sales conversation with no self-serve checkout for paid plans
Best for: Media buyers who need to quantify AI-chatbot referral traffic and competitive digital demand, not inspect ChatGPT ad creative itself.

Otterly.AI

Track brand visibility across 4 base AI engines from $29/month, with more engines as add-ons and API and MCP support

Full review →#4
Why it matters for Media Buyers

Otterly.AI is another useful adjacent layer, not a ChatGPT ad tracker. Starting at $29 per month, it monitors AI visibility across its base engine set, including Google AI Overviews and Microsoft Copilot, with Gemini, Google AI Mode, and Claude available as paid add-ons. Its GEO audit, domain ranking, and citation-link analysis make it a practical way to see whether an organic AI-search gap might deserve content work before the team assumes paid media is the answer.

It cannot show competitor ChatGPT ad creative, targeting, or placement history. API and MCP access also begin at the $189 per month Standard plan, so the Lite plan is primarily a monitoring dashboard. Choose it when the media team needs a low-cost organic context layer around AI search, then pair it with an observed-ad product when actual paid placements are the research target.

Pricing
Feature
Lite
$29/mo
Standard
$189/mo
Premium
$489/mo
Enterprise
From €1,000/mo
AI models tracked4 base, more as paid add-ons4 base, more as paid add-ons4 base, more as paid add-onsContact
Prompts15ContactContactContact
Workspaces1UnlimitedUnlimitedContact
GEO audit✓✓✓✓
Citation link analysis✓✓✓✓
API access✗✓✓✓
MCP integration✗✓✓✓
White label✗✗✗Contact
Pros
  • Cheapest paid plan in the category at $29/month with real multi-model tracking
  • Covers 7 AI engines including Google AI Overviews, AI Mode, and Microsoft Copilot
  • Built-in GEO audit with optimization recommendations, not just monitoring
  • API access plus MCP integration on Standard and Premium plans
  • Domain ranking and citation link analysis included
Cons
  • API and MCP integration locked to Standard ($189/mo) and above
  • Branded agency reporting relies on custom Google Looker Studio reports
  • No free tier to evaluate before committing
Best for: Media buyers who need an affordable AI-search visibility baseline to distinguish organic gaps from a paid-placement question.

Metistic

Daily ChatGPT ad tracking for brand presence, competitors, creatives, product ads, and gaps

Full review →#5
Why it matters for Media Buyers

Metistic is the most straightforward choice for a buyer who wants repeatable measurement of paid placements on a defined set of ChatGPT prompts. The free plan covers 10 prompts, daily tracking, one market, and 30 days of history without a card. Every plan includes ad-presence, competitor, share-of-voice, gap, no-ad-prompt, and creative-library views, so the evaluation is not limited to a screenshot gallery.

Starter at $79 per month is the practical working plan: 50 prompts in one market, full history, competitor product prices, email, Slack, and webhook alerts, plus CSV exports. The boundary is honest: results only represent completed checks for the prompts and markets you selected, not every user, impression, bid, or sponsored response inside ChatGPT. That focus is a benefit if your prompt set is well chosen, and a problem if it is not.

Pricing
Feature
Free
$0
Starter
$79/month, billed monthly
Growth
$299/month, billed monthly
Tracked prompts1050200 across any supported markets
Markets1 of 531 of 53Any combination of 53
Tracking frequencyDailyDailyDaily
Tracking history30 daysFull historyFull history
Ad versions and competitor product prices✗✓✓
Email, Slack, and webhook alerts✗✓✓
CSV exports✗✓✓
Scheduled PDF reports✗✗✓
Pros
  • Public pricing starts with a no-card Free plan for 10 prompts, daily tracking, one market, and 30 days of history
  • Every plan includes the core views: ad presence, competitors, share of voice, gaps, prompts with no ads, and the ad creative library
  • Starter adds 50 prompts, full history, competitor product prices, email, Slack, webhook alerts, and CSV exports for $79 per month
  • Growth lets a team distribute 200 prompts across any combination of 53 supported markets and adds scheduled PDF reports
  • The product shows completed-check counts beside percentages and clearly separates competitor gaps from checks where no ads were recorded
Cons
  • Coverage is confined to paid ads observed in Metistic’s completed checks for selected ChatGPT prompts and markets, not every user or impression
  • Free and Starter each cover only one of the 53 supported markets
  • Metistic does not reveal advertiser spend, bids, targeting settings, campaign delivery, or product-ad ratings and availability
  • Ad versions, competitor product prices, full history, alerts, and exports are unavailable on the Free plan
  • Metistic does not publish a general API or a broader third-party integration catalog beyond Slack and webhooks
Best for: Media buyers who want a free entry point and then prompt-by-prompt paid ChatGPT monitoring with alerts and exportable evidence.

Gauge

AI visibility, coding-agent evaluation, and ChatGPT ad intelligence for growth teams

Full review →#6
Why it matters for Media Buyers

Gauge is for the team that does not want paid ChatGPT activity isolated from the rest of its AI-search decisions. It links observed competitor placements to the exact tracked prompts where they appeared and can show whether your brand already has an organic presence there. With a connected OpenAI Ads account, it adds first-party campaign and ad-group budget, spend, impressions, clicks, CTR, and CPC. Its Ads Monitoring can also work with connected Meta and Google Ads accounts.

This is a premium operating layer rather than a cheap spy tool. Gauge Chat Growth is listed at $599 per month, competitor evidence is limited to prompts Gauge tracks, and an OpenAI Ads key is required for your own campaign metrics. Its public pricing and billing documentation also differ on some Growth limits, so confirm the operational allowance you need before you buy. Choose it when paid and organic AI visibility are managed together, not for occasional competitor creative research.

Pricing
Feature
Gauge Chat Growth
$599/month
Gauge Chat Enterprise
Custom pricing
Gauge Agents
From $100/month
Agency Mode
$300 per active client/month
Primary useAI visibility, content, and adsCustom AI visibility programCoding-agent evaluationsMulti-client AI visibility
Published allowance600 prompts daily, 54,000 answers/monthCustom prompts1,500 credits at entry planOne full client instance
AI platforms on published pricing pageChatGPT, Google AI Mode, Microsoft CopilotAdds Google AI Overviews, Gemini, Perplexity, Claude, and GrokDepends on run configurationAll major AI models for pitch workspace
Content allowance18 publish-ready articles/monthCustomNot listedContent engine included
Seats3 usersCustomNot listedNot listed
Support and strategyEmail and Slack supportRecurring implementation and strategy sessionsNot listedNot listed
Pros
  • ChatGPT Ads connects observed competitor placements to the exact tracked prompts where they appeared, rather than offering only a creative gallery
  • A connected OpenAI Ads account adds first-party campaign and ad-group budget, spend, impressions, clicks, CTR, and CPC to the prompt-level view
  • Ads Monitoring also supports connected Meta and Google Ads accounts, giving paid teams one view across ChatGPT, Meta, and Google
  • Gauge Chat combines daily AI visibility tracking, competitor and citation analysis, an Action Center, and 18 publish-ready articles per month on Growth
  • Published integrations cover GA4, Google Search Console, DataForSEO, Google Ads, PostHog, Webflow, Framer, Sanity, GitHub, Slack, and MCP access
Cons
  • Gauge Chat Growth costs $599 per month before a team adds custom Enterprise requirements
  • Competitor ChatGPT-ad data reflects Gauge observations on the prompts it tracks, not an advertiser’s complete targeting, spend, or impression history
  • An OpenAI Ads key is required to bring a company’s own ChatGPT campaign metrics into Gauge
  • The public pricing page and billing documentation currently disagree on Growth’s included platform and seat counts
  • Gauge Agents is a separate credit-based subscription, so coding-agent evaluations are not part of the $599 Gauge Chat price
Best for: Teams that need prompt-level ChatGPT ad observations alongside their own paid-account metrics and organic AI visibility.

KIME Ads

ChatGPT ad intelligence and campaign workflow tied to a brand’s tracked AI-answer prompts

Full review →#7
Why it matters for Media Buyers

KIME Ads is similarly narrow in a useful way: it monitors sponsored ChatGPT ads on the commercial prompts already configured in your workspace. You can break observed activity down by advertiser, country, category, tags, and date, then receive an email when ads first appear in selected countries. That makes it a sensible choice for a team already treating commercial AI prompts as a recurring market to watch rather than a list of random searches.

It is not a universal ChatGPT archive. The documentation says the Ads Library currently covers ChatGPT only and only the workspace prompts you track. Campaign Builder and Ads Manager are in beta, and launching requires a separate OpenAI Ads account. Explorer starts at €99 per month, so validate that representative prompts and markets surface enough activity before treating it as a dedicated ad-intelligence expense.

Pricing
Feature
Explorer
€99/mo billed monthly
Core
€399/mo billed monthly
Enterprise
Custom pricing
Tracked prompts50200Custom
Tracked AI engines23All available models
AI responses per month3,00018,000Custom
Seats51030 to 50
Ads Library✓✓✓
Campaign Builder and Ads Manager✓✓✓
MCP and advanced API access✓✓✓
Onboarding support✗30-minute walkthrough and tips✓
Pros
  • Ads Library connects observed sponsored ChatGPT ads to the workspace prompts, countries, categories, tags, and advertisers that produced them
  • Country-level email alerts notify a team the first time sponsored ChatGPT ads appear on its tracked prompts in a selected market
  • Campaign Builder compares organic strength against competitors and sorts prompts into Catch up, Open, Compete, and Defend target areas
  • Ads Manager keeps campaign, ad group, creative, image-brief, and result views alongside organic AI visibility data
  • Published plans include Ads Library, Campaign Builder, and Ads Manager, plus MCP and API access for the wider KIME workspace
Cons
  • Ads Library currently tracks ChatGPT only, despite broader wording on the marketing page
  • The library sees only ads on a customer’s workspace prompts, not every ChatGPT ad
  • Campaign Builder and Ads Manager are in beta
  • Launching requires a separate OpenAI Ads account; media costs come from its bids and budgets
  • Explorer starts at €99 per month, which is steep for a lightweight ad spy tool
Best for: AI-search teams already using KIME who want country-level alerts and sponsored-placement evidence on their own commercial prompt set.

What should a media buyer use to track ads inside ChatGPT?

You need a transparent catalog of observed ChatGPT ads and associated promptsChatAdsWatch
You manage major paid-search spend and need ChatGPT intelligence beside Google and AI searchAdthena
You need AI-chatbot referral traffic, not a sponsored-placement recordSimilarweb
You need an affordable organic AI-search context layerOtterly.AI
You want repeatable prompt-level ChatGPT ad monitoring with a free starting planMetistic
You manage paid and organic AI visibility together and need your own account data in the workflowGauge
You already track commercial prompts in KIME and need country-level first-ad alertsKIME Ads

Choose the tool based on the evidence you need, not the label on its landing page. ChatAdsWatch is the best opening move for browsing observed ChatGPT creative and its associated prompts. Metistic is stronger for a defined, repeatable prompt and market monitoring program, particularly because you can start with 10 prompts free. Adthena suits a larger paid-search operation that wants ChatGPT data beside Google Ads and AI-search intelligence. Gauge and KIME Ads make sense when your team owns both paid and organic AI visibility, but both observe the prompt sets they track rather than the entire ChatGPT ad market. Similarweb and Otterly.AI are valuable context, not substitutes: Similarweb measures AI-chatbot referral traffic, while Otterly.AI monitors organic AI-search visibility. Neither can tell you that a competitor ad appeared. Keeping those categories separate makes a much better media decision than buying one product and expecting it to answer all of them.

Frequently asked questions

How can a media buyer see which ChatGPT ads competitors are running in 2026?

ChatAdsWatch is the clearest place to begin because its public catalog shows observed ChatGPT ads, advertisers, associated prompts, captured appearances, and sample creatives. Its catalog is a dated sample rather than a complete live record, so use it for evidence-led creative research, not an estimate of a competitor's total delivery or spend.

Does ChatGPT ad tracking reveal competitor spend, targeting, clicks, or ROAS?

No, the tools in this guide observe placements or monitor selected prompts and do not expose a competitor's private spend, bids, targeting, clicks, conversions, or ROAS. Gauge can show first-party metrics for your own connected OpenAI Ads account, but that does not make competitor account data visible.

What is the best low-cost tool for tracking ads on a list of commercial ChatGPT prompts?

Metistic is the strongest low-commitment option because its no-card Free plan covers 10 prompts with daily tracking in one market, and Starter adds 50 prompts, full history, alerts, and CSV exports for $79 per month. Its results are limited to completed checks on the prompts and market you select, so spend time building that list before judging the channel.

Is Similarweb useful for ChatGPT ads or only AI referral traffic?

Similarweb is useful for measuring traffic referrals from ChatGPT and other AI chatbots, but it is not a record of sponsored ChatGPT ads. Use it to understand whether AI-driven visits are meaningful for a competitor or category, then use an observed-ad product if you need creative, prompts, or placement evidence.

Which ChatGPT ad tracking tool works best for a paid-search team already spending heavily on Google Ads?

Adthena is the strongest fit for a large paid-search operation because its ChatGPT Ads Intelligence plan sits beside Google Ads, AI Overviews, and Perplexity intelligence. The $399 monthly plan covers 200 prompts, while Adthena positions its broader Whole Market View program for advertisers spending $1 million or more annually on Google Ads.

Can I track ChatGPT ads and organic AI visibility in the same workflow?

Gauge and KIME Ads both combine observed ChatGPT sponsored placements with an organic AI-visibility workflow, but each limits ad evidence to the prompts its workspace tracks. Gauge is the fuller paid-and-organic operating layer, while KIME is the better fit for a team already using its tracked prompts, categories, and country-level alerting workflow.

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Vast experience talking to customers and users to understand what good software looks like. Background spans commercial and product roles.

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15+ years building tech products and web applications. Conducted hundreds of user interviews to know what a good product looks like.

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